Tutorial T2: Decision Making under interval (and more general) uncertainty: Monetary Vs utility approaches
Room: Jupiter 1,
Instructor: Vladik Krenovich
Tutorial T1: Recent Advances in evolutionary multi-criterion optimization
Room: Jupiter 2,
Instructor: Kalyanmoy Deb
Session SDE: IEEE Symposium on Differential Evolution
Room: Ceres, Chair: Ferrante Neri
| 9:00AM | Hybrid metaheuristic algorithm for clustering [#1436] |
| Olayinka Oduntan and Parimala Thulasiraman | |
| Dept. of Computer Science, University of Manitoba, Canada | |
| 9:20AM | Interactive Evolutionary Parameter Optimization for Eulerian Video Magnification [#1478] |
| Syed Raazi Rizvi and Shahryar Rahnamayan | |
| University of Ontario Institute of Technology, Canada | |
| 9:40AM | A novel self-adaptive differential evolution for feature selection using threshold mechanism [#1277] |
| Dusan Fister, Iztok Fister, Timotej Jagric, Iztok Fister Jr. and Janez Brest | |
| Faculty of Economics and Business, University of Maribor, Slovenia; Faculty of Electrical Engineering and Computer Science, University of Maribor, Slovenia |
Tutorial T4: A gentle introduction to the time complexity analysis of evolutionary algorithms
Room: Neptune, Instructor: Pietro S. Oliveto
Tutorial T7: Sentiment analysis
Room: Mars, Instructor: Erik Cambria
Session CICARE-1: CICARE: Special Session 1: Advanced Computational Intelligence Techniques for Mining and Analysis of Biomedical Data
Room: Grand Ballroom 2, Chair: Amir Hussain
| 9:00AM | Neural Network in a Projection Learning framework for Depression classification in MYNAH cohort [#1088] |
| Vanishri Arun, Prajwal V., Murali Krishna, Arunkumar B. V., Padma S. K. and Shyam Vasudev Rao | |
| SJCE ,JSS Science and Technology University, India; SJCE, JSS Science and Technology University, India; CSI Holdsworth Memorial Hospital, India; Apollo BGS Hospital, India; Forus Healthcare Pvt. Ltd., India | |
| 9:20AM | Biomedical Named Entity Recognition Based on Deep Learning [#1249] |
| Robert Phan, Thoai Luu, Rachel Davey and Girija Chetty | |
| University of Canberra, Australia | |
| 9:40AM | A Boosted Machine Learning Approach For Detection of Depression [#1117] |
| Vanishri Arun, Prajwal V., Murali Krishna, Arunkumar B. V., Padma S.K. and Shyam Vasudeva Rao | |
| SJCE, JSS Science and Technology University, India; CSI Holdsworth Memorial Hospital, India; Apollo BGS Hospital, India; Forus Healthcare Pvt. Ltd., India | |
| 10:00AM | Example Mining for Incremental Learning in Medical Imaging [#1196] |
| Pratyush Kumar and Muktabh Mayank Srivastava | |
| ParallelDots, Inc., India | |
| 10:20AM | Relevant Frequency Band Selection using Sequential Forward Feature Selection for Motor Imagery Brain Computer Interfaces [#1038] |
| Jyoti Singh Kirar and R.K. Agrawal | |
| Shiv Nadar University, Greater Noida, India; Jawaharlal Nehru University, New Delhi, India |
CIVTS: Computational Intelligence in Intelligent Transport Systems','Session CIVTS-1: CIVTS: Computational Intelligence in Intelligent Transport Systems
Room: Grand Ballroom 1, Chair: Lipika Deka, Xian Wei
| 9:00AM | Identifying flight delay patterns using diverse subgroup discovery [#1273] |
| Hugo Manuel Proenca, Ruben Klijn, Thomas Back and Matthijs van Leeuwen | |
| LIACS - Leiden University, Netherlands | |
| 9:20AM | Multi-Population Ant Colony System for Multiple Path Planning of Food Delivery Applications [#1266] |
| Yi-Bin Cheng, Ting Huang, Huntley Ting Huang, Yue-Jiao Gong and Zhang Jun | |
| South China University of Technology, China | |
| 9:40AM | Routed:A Dynamic Bus Scheduling System [#1276] |
| Kevin Daftary, Rushabh Kapadia, Dharmit Prajapati and Mahesh Shirole | |
| Veermata Jijabai Technological Institute, India | |
| 10:00AM | A Time Efficient Model for Region of Interest Extraction in Real Time Traffic Signs Recognition System [#1145] |
| Fareed Qararyah, Yousef-Awwad Daraghmi, Eman Daraghmi, Shantanu Rajora, Chin-Teng Lin and Mukesh Prasad | |
| Software Engineer ITG Software Inc, Palestine; Computer Systems Engineering College of engineering and Technology Palestine Technical University-Kadoorie, Palestine; Applied Computing Department College of Science and Art Palestine Technical University-Kadoorie, Palestine; Delhi Technological University, India; University of Technology Sydney, Australia; university of technology Sydney, Australia | |
| 10:20AM | Deterministic Annealing for Depot Optimization: Applications to the Dial-A-Ride Problem [#1298] |
| Ramesh Ramasamy Pandi, Song Guang Ho, Sarat Chandra Nagavarapu and Justin Dauwels | |
| Nanyang Technological University, Singapore | |
| 10:40AM | Highway Cluster Density and Average Speed Prediction in Vehicular Ad Hoc Networks (VANETs) [#1508] |
| Hamzah Al Najada, Imad Mahgoub and Imran Mohammed | |
| Florida Atlantic University, United States |
IEEE Symposium on Computational Intelligence for Engineering solutions','Session CIES-2: IEEE Symposium on Computational Intelligence for Engineering solutions
Room: Jupiter 1, Chair: Rudolf Kruse
| 11:20AM | A Comparative Analysis of Binary Decision Diagram Reordering Algorithms for Reversible Circuit Synthesis [#1384] |
| Ahmed Awad, Baker Abdalhaq, Amjad Hawash and Douglas Johnson | |
| An-Najah National University, Palestine; University of Colorado, United States | |
| 11:40AM | A Survey on Graph-based Systems in Manufacturing Processes [#1398] |
| Jens Weise, Steven Benkhardt and Sanaz Mostaghim | |
| Volkswagen AG, Germany; Otto-von-Guericke-University Magdeburg, Germany | |
| 12:00PM | Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis [#1452] |
| Fabio De Sousa Ribeiro, Francesco Caliva, Dionysios Chionis, Abdelhamid Dokhane, Antonios Mylonakis, Christophe Demaziere, Georgios Leontidis and Stefanos Kollias | |
| University of Lincoln, England; Paul Scherrer Institute, Switzerland; Chalmers University of Technology, Sweden | |
| 12:20PM | On Large-Scale Airline Crew Pairing Generation [#1468] |
| Divyam Aggarwal, Dhish Kumar Saxena, Michael Emmerich and Saaju Paulose | |
| Research Scholar, Mechanical & Industrial Engineering Department, Indian Institute of Technology Roorkee, India; Associate Professor, Mechanical & Industrial Engineering Department, Indian Institute of Technology Roorkee, India; Associate Professor, Leiden Institute of Advanced Computer Science, Leiden University, Netherlands; Senior Staff Software Engineer, Digital Solutions, GE Aviation, United States | |
| 12:40PM | Adaptive Critic Design for Extreme Learning Machines applied to Noisy and Drifting Industrial Processes [#1123] |
| Ravinithesh Reddy, Arya Kumar Bhattacharya and Niranjan Reddy | |
| Mahindra Ecole Centrale, India |
IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain','Session CCMB-1: IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain
Room: Jupiter 2, Chair: Angelo Cangelosi
| 11:20AM | Gnostron: A framework for human-like machine understanding [#1309] |
| Yan Yufik | |
| Virtual Structures Research Inc, United States | |
| 11:40AM | Bidirectional Fuzzy Brain Emotional Learning Control for Aerial Robots [#1396] |
| Praveen Kumar Muthusamy, Matthew Garratt, Hemanshu Pota,, Jiefei Wang and Jia Ming Kok | |
| University of New South Wales (UNSW) at Australian Defence Force Academy (ADFA), Australia; Autonomous Aerial Systems Defence Science and Technology Group (DSTG), Australia | |
| 12:00PM | A Computationally Efficient Neural Network for Faster Image Classification [#1094] |
| Ananya Paul and Tej Pratap Gvsl | |
| Samsung R and D Institute, India | |
| 12:20PM | Encoding Longer-term Contextual Sensorimotor Information in a Predictive Coding Model [#1238] |
| Junpei Zhong, Tetsuya Ogata and Angelo Cangelosi | |
| National Institute of Advanced Industrial Science and Technology, Japan; Waseda University, Japan; University of Manchester, United Kingdom | |
| 12:40PM | Monotonicity conditions for radial basis function networks [#1121] |
| Petr Husek | |
| Czech Technical University in Prague, Czech Republic |
Session CIDM-1: CIDM: Computational Intelligence
Room: Ceres, Chair: Tufan Kumbasar
| 11:20AM | A comparative study of meta-heuristic algorithms for solving UAV path planning [#1295] |
| Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan and Lhassane Idoumghar | |
| University of Haute-Alsace, France; University of Lille, France | |
| 11:40AM | On the Construction of Hierarchical Broad Learning Neural Network : An Alternative Way of Deep Learning [#1305] |
| Vikas Chauhan and Aruna Tiwari | |
| Indian Institute of Technology, Indore, India | |
| 12:00PM | The understanding of `many' and `most' [#1528] |
| Caro Fuchs, Els Vlooswijk, Uzay Kaymak and Anna Wilbik | |
| Eindhoven University of Technology, Netherlands | |
| 12:20PM | Structure Optimization of Neural Networks with L1 Regularization on Gates [#1131] |
| Qin Chang, Junze Wang, Huaqing Zhang, Lina Shi, Jian Wang and Nikhil R. Pal | |
| College of Science, China University of Petroleum (East China), China; College of Computer & Communication Engineering, China University of Petroleum (East China), China; Electronics and Communication Sciences Unit, Indian Statistical Institute, India | |
| 12:40PM | Studying the Effect of Robustness Measures in Offline Parameter Tuning for Estimating the Performance of MOEA/D [#1420] |
| Miriam Pescador-Rojas, Denis Pallez, Carlos Hernandez Castellanos and Carlos A. Coello Coello | |
| ESCOM, Instituto Politecnico Nacional, Computer Science Department CINVESTAV-IPN, Mexico; Universite Cote d'Azur, CNRS, UMI 3175, UMR 7271, France; Mutuo Financiera, Mexico; Computer Science Department, CINVESTAV-IPN, Mexico |
FOCI: Fuzzy Logic 1','Session FOCI-1: FOCI: Fuzzy Logic 1
Room: Neptune, Chair: Leonardo Franco
| 11:20AM | Online Prediction of Dopamine Concentration Using EEG-Induced Type-2 Fuzzy Abduction [#1204] |
| Madhuleena Dasgupta, Amit Konar and Atulya K Nagar | |
| Liverpool Hope University, Great Britain; Artificial Intelligence Lab, ETCE Dept., Jadavpur University, India | |
| 11:40AM | Smart Design of Similarity Relations for Fuzzy Logic Programming Environments [#1341] |
| Juan Antonio Guerrero, Gines Moreno, Jose Antonio Riaza and Javier Sanchez | |
| U. Castilla-La Mancha, Spain | |
| 12:00PM | Kernel-target alignment based Fuzzy Least Square Twin Bounded Support Vector Machine [#1413] |
| Umesh Gupta, Deepak Gupta and Mukesh Prasad | |
| NIT Arunachal Pradesh, Yupia, India, India; University of Technology Sydney, Sydney, Australia, Australia | |
| 12:20PM | Nonlinear Altitude Control of a Quadcopter Drone Using Interval Type-2 Fuzzy Logic [#1404] |
| Ayad Al-Mahturi, Fendy Santoso, Matthew A. Garratt and Sreenatha G. Anavatti | |
| School of Engineering and Information Technology - The University of New South Wales, Australia |
IEEE Symposium on Symposium on Neuromorphic Cognitive Computing','Session SNCC: IEEE Symposium on Symposium on Neuromorphic Cognitive Computing
Room: Pluto, Chair: Huajin Tang
| 11:20AM | Efficient Classification of Supercomputer Failures using Neuromorphic Computing [#1357] |
| Prasanna Date, Christopher Carothers, James Hendler and Malik Magdon-Ismail | |
| Rensselaer Polytechnic Institute, United States | |
| 11:40AM | A Literature Review on Machine Learning Based Medical Information Retrieval Systems [#1353] |
| Akhil Gudivada and Nasseh Tabrizi | |
| East Carolina University, United States |
CICARE:','Session CICARE-2: CICARE:
Room: Grand Ballroom 2, Chair: Amir Hussain
CIVTS: Automated Vehicles and Connected Vehicles','Session CIVTS-2: CIVTS: Automated Vehicles and Connected Vehicles
Room: Grand Ballroom 1, Chair: Tatiana Tambouratzis, Yi Lu Murphey
| 11:20AM | Spatio-Temporal Reasoning within a Neural Network framework for Intelligent Physical Systems [#1127] |
| Sathish Kumar and Michael A Brown | |
| Coastal Carolina University, United States; South West Research Institute, United States | |
| 11:40AM | Analysis of Packet drops and Channel Crowding in Vehicle Platooning using V2X communication [#1456] |
| Nagacharan Teja Tangirala, Anuj Abraham, Apratim Choudhury, Pranjal Vyas, Rongkai Zhang and Justin Dauwels | |
| Nanyang Technological University, Singapore, Singapore | |
| 12:00PM | Point Cloud Semantic Segmentation Algorithm Based on Multi-information Markov Random Field [#1513] |
| Sun Weizhen, Guo Jielong, Wang Zeli, Fang Li, Li Yuanxiang, Wei Xian and Wang Fengxiang | |
| Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Sciences, China; School of Aeronautics and Astronautics, Shanghai Jiao Tong University, China; Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Science, China |
Computational Intelligence for BCI-based Driving Cognition - C T Lin','Plenary Talk P1: Computational Intelligence for BCI-based Driving Cognition - C T Lin
Room: Grand Ballroom 1, Speaker: Suresh Sundaram
Session CIES-2: IEEE Symposium on Computational Intelligence for Engineering solutions
Room: Jupiter 1, Chair: Rudolf Kruse
| 3:20PM | Current Quantum Cryptography Algorithm Is Optimal: A Proof [#1030] |
| Oscar Galindo, Vladik Kreinovich and Olga Kosheleva | |
| University of Texas at El Paso, United States | |
| 3:40PM | Measurement-Type "Calibration'' of Expert Estimates Improves Their Accuracy and Their Usability: Pavement Engineering Case Study [#1031] |
| Edgar Rodriguez, Carlos Chang and Vladik Kreinovich | |
| Universidad di Piura in Peru, Peru; University of Texas at El Paso, United States | |
| 4:00PM | Intelligent Facial Expression Recognition Using Particle Swarm Optimization Based Feature Selection [#1483] |
| Adam Robson and Li Zhang | |
| Northumbria University, United Kingdom | |
| 4:20PM | A New Approach to Multidisciplinary System Analysis under Aleatory Uncertainty [#1247] |
| Kais Zaman and Gulam Kibria | |
| Bangladesh University of Engineering and Technology, Bangladesh | |
| 4:40PM | Dimension Reduction-based Reliability Analysis for Dependent Interval Variables [#1255] |
| Shibshankar Dey and Kais Zaman | |
| Bangladesh University of Engineering, Bangladesh | |
| 5:00PM | Adaptive Critic Design for Extreme Learning Machines applied to Noisy and Drifting Industrial Processes [#1123] |
| Ravinithesh Reddy, Arya Kumar Bhattacharya and Niranjan Reddy | |
| Mahindra Ecole Centrale, India |
IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain','Session CCMB-2: IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain
Room: Jupiter 2, Chair: George Koshy
| 3:20PM | Evolving General Regression Neural Networks using Limited Incremental Evolution for Data-Driven Modeling of Non-linear Dynamic Systems [#1162] |
| Ahmad Jobran Al-Mahasneh, Sreenatha Anavatti, Matthew Garratt and Pratama Mahardhika | |
| School of Engineering and Information Technology, The University of New South Wales Canberra, Australia; School of Computer Science and Engineering, Nanyang Technological University, Singapore | |
| 3:40PM | An Empirical Study on Unsupervised Pre-training Approaches in Regression Problems [#1280] |
| Pallabi Saikia and Rashmi Dutta Baruah | |
| Research Scholar, Computer science and Engg. deptt, IIT Guwahati, India; Asst. Professor, Computer science and Engg. deptt,IIT Guwahati, India | |
| 4:00PM | EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction [#1342] |
| Min Wang, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi and Hussein Abbass | |
| School of Engineering and Information Technology, University of New South Wales, Canberra, Australia | |
| 4:20PM | Influence of Pointing on Learning to Count: A Neuro-Robotics Model [#1157] |
| Leszek Pecyna and Angelo Cangelosi | |
| University of Plymouth, United Kingdom | |
| 4:40PM | Generating Playlists on the Basis of Emotion [#1185] |
| Ganeshsiva Subramaniam, Janhavi Verma, Nikhil Chandrasekhar, Narendra K. C. and Koshy George | |
| PES University, India | |
| 5:00PM | Comparitive Study of Various Deep Learning and Machine Learning Algorithms for Speech Emotion Recognition [#1498] |
| Likhit Valavala and Devansh Ghatak | |
| Birla Institute of Technology and Science, Pilani, India |
CIDM: Machine Learning-1','Session CIDM-2: CIDM: Machine Learning-1
Room: Ceres, Chair: Tufan Kumbasar
| 3:20PM | Performance comparison of feature reduction techniques in-terms of compactness, computation time and accuracy [#1411] |
| Praveen Vijai and Bagavathi Sivakumar P | |
| Department of Computer Science and Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India | |
| 3:40PM | A Boosting based Adaptive Oversampling Technique for Treatment of Class Imbalance [#1223] |
| Debashree Devi, Saroj K. Biswas and Biswajit Purkayastha | |
| National Institute of Technology Silchar, India | |
| 4:00PM | Adversarial Poisoning of Importance Weighting in Domain Adaptation [#1509] |
| Muhammad Umer, Christopher Frederickson and Robi Polikar | |
| Rowan University, United States | |
| 4:20PM | Minimum Variance-Embedded Multi-layer Kernel Ridge Regression for One-class Classification [#1496] |
| Chandan Gautam, Aruna Tiwari and Alexandros Iosifidis | |
| IIT Indore, India; Aarhus University, Denmark, Denmark | |
| 4:40PM | A Hybrid Deep Learning Model to Predict Business Closure from Reviews and User Attributes Using Sentiment Aligned Topic Model [#1068] |
| Sharun S Thazhackal and V. Susheela Devi | |
| Indian Institute of Science, India | |
| 5:00PM | Efficient k-anonymization through constrained sparse collaborative clustering [#1521] |
| Sarah Zouinina, Nistor Grozavu, Younes Bennani, Abdelouahid Lyhyaoui and Nicoleta Rogovschi | |
| LIPN, France; LTI, Morocco; LIPADE, France |
FOCI: Fuzzy Logic 2','Session FOCI-2: FOCI: Fuzzy Logic 2
Room: Neptune, Chair: Leonardo Franco
| 3:20PM | Improved 2-norm Based Fuzzy Least Squares Twin Support Vector Machine [#1412] |
| Parashjyoti Borah, Deepak Gupta and Mukesh Prasad | |
| NIT Arunachal Pradesh, Yupia, India, India; University of Technology Sydney, Sydney, Australia, Australia | |
| 3:40PM | Interpretability and Complexity of Design in the Creation of Fuzzy Logic Systems - A User Study [#1227] |
| Tajul Rosli Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah and Daniele Soria | |
| Intelligent Modelling & Analysis (IMA) and Lab for Uncertainty in Data and Decision Making (LUCID) Groups, School of Computer Science, The University of Nottingham, United Kingdom; School of Science and Technology, Nottingham Trent University, United Kingdom; Department of Computer Science, University of Westminster, United Kingdom | |
| 4:00PM | Intermediate quantifiers in presence of partial fuzzy sets [#1454] |
| Vilem Novak | |
| University of Ostrava, IRAFM, Czech Republic | |
| 4:20PM | Directions of directional, ordered directional and strengthened ordered directional increasingness of linear and ordered linear fusion operators [#1410] |
| Mikel Sesma-Sara, Cedric Marco-Detchart, Julio Lafuente, Antonio Roldan, Radko Mesiar and Humberto Bustince | |
| Universidad Publica de Navarra, Spain; Universidad de Granada, Spain; Slovak University of technology, Slovakia |
Computational Intelligence methods for f-MRI analysis','Tutorial T3: Computational Intelligence methods for f-MRI analysis
Room: Mars, Instructor: Vigneshwaran Subbaraju
IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing','Session MSIVP-1: IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing
Room: Pluto, Chair: Khan M. Iftekharuddin
| 3:20PM | Co-saliency Detection via Extremely Weakly Supervised Convolutional Neural Network [#1239] |
| Aditya Kompella and Raghavendra V Kulkarni | |
| M S Ramaiah University of Applied Sciences, Bengaluru, India | |
| 3:40PM | LSTM based Music Generation with Dataset Preprocessing and Reconstruction Techniques [#1202] |
| Sarthak Agarwal, Vaibhav Saxena, Vaibhav Singal and Swati Aggarwal | |
| Division of Computer Engineering, NSIT, Dwarka, New Delhi, 110078, India | |
| 4:00PM | Activity Recognition System for Dementia in Smart Homes based on Wearable Sensor Data [#1312] |
| Chun-Fang Su, Li-Chen Fu, Yi-Wei Chien and Ting-Ying Li | |
| Department of Computer Science Jiangyin Polytechnic College, China; Department of Computer Science and Information Engineering National Taiwan University, Taiwan | |
| 4:20PM | Human Pose Detection Through Searching in 3D Database With 2D Extracted Skeletons [#1244] |
| Dylan Blok, Jacob Pettigrew, Thecla Schiphorst and Herbert H. Tsang | |
| Trinity Western University, Canada; Simon Fraser University, Canada |
CICARE: Computational Intelligence in EEG Signal Analysis','Session CICARE-3: CICARE: Computational Intelligence in EEG Signal Analysis
Room: Grand Ballroom 2, Chair: Amir Hussain
| 3:20PM | Decoding of EEG signals Using Deep Long Short-Term Memory Network in Face Recognition Task [#1407] |
| Lidia Ghosh, Sayantani Ghosh, Amit Konar, Pratyusha Rakshit and Atulya K. Nagar | |
| Jadavpur University, India; Liverpool Hope University, United Kingdom | |
| 3:40PM | Analysing Vibrotactually Stimulated EEG Signals to Comprehend Object Shapes [#1320] |
| Anwesha Khasnobish, Dwaipayan Sardar, Monalisa Pal and Atulya K. Nagar | |
| Centre for Neuroprosthetics, EPFL, Geneva, Switzerland; Marvel India Pvt. Ltd., Pune, India; Indian Statistical Institute, Kolkata, India; Liverpool Hope University, United Kingdom | |
| 4:00PM | EEG-Analysis for Classification of Touch-Induced Affection by Type-2 Fuzzy Sets [#1347] |
| Mousumi Laha, Amit Konar, Pratyusha Rakshit and Atulya. K Nagar | |
| Jadavpur University, India; Liverpool Hope University, Liverpool, United Kingdom | |
| 4:20PM | EEG Channel Selection using Fractal Dimension and Artificial Bee Colony Algorithm [#1511] |
| Beatriz A. Garro, Rocio Salazar-Varas and Roberto A Vazquez | |
| IIMAS-UNAM, Mexico; Universidad de las Americas Puebla, Mexico; Universidad La Salle Mexico, Mexico | |
| 4:40PM | Classification of unilateral motor tasks using spectral features of EEG [#1199] |
| Neethu Robinson, Kavitha P Thomas, Vinod A Prasad and Suresh Sundaram | |
| Nanyang Technological University, Singapore; Indian Institute of Technology, Palakkad, India | |
| 5:00PM | Residual Neural Networks to Distinguish Craving Smokers, Non-craving Smokers and Non-smokers by their EEG signals [#1414] |
| Christoph Doell, Sarah E. Donohue and Christian Borgelt | |
| University of Konstanz, Germany; Leibniz Institute for Neurobiology, Germany |
CIVTS, vehicle safety systems and deep learning','Session CIVTS-3: CIVTS, vehicle safety systems and deep learning
Room: Grand Ballroom 1, Chair: Justin Dauwels
| 3:20PM | Human Pose Estimation in Real Traffic Scenes [#1367] |
| Viktor Kress, Janis Jung, Stefan Zernetsch, Konrad Doll and Bernhard Sick | |
| University of Applied Sciences Aschaffenburg, Germany; University of Kassel, Germany | |
| 3:40PM | General Regression Neural Networks for the Concurrent, Timely and Reliable Identification of Detector Malfunctions and/or Nuclear Reactor Deviations from Steady-State Operation [#1523] |
| Tatiana Tambouratzis, Dionysios Chionis and Abdelhamid Dokhane | |
| University of Piraeus, Greece; Paul Scherrer Institute, Switzerland | |
| 4:00PM | Real-time and Robust Driver Yawning Detection with Deep Neural Networks [#1527] |
| Yongquan Xie, Kexun Chen and Yi Lu Murphey | |
| Department of Electrical and Computer Engineering, University of Michigan-Dearborn, United States | |
| 4:20PM | Domain Adaptation with One-step Transformation [#1399] |
| Xishuai Peng, Yuanxiang Li, Yi Lu Murphey, Xian Wei and Jianhua Luo | |
| Shanghai Jiao Tong University, China; University of Michigan-Dearborn, United States | |
| 4:40PM | FOD Detection using DenseNet with Focal Loss of Object Samples for Airport Runway [#1184] |
| Yunkai Liu, Yuanxiang Li, Jiawei Liu, Xishuai Peng, Yongjun Zhou and Yi Lu Murphey | |
| Shanghai Jiao Tong University, China; University of Michigan-Dearborny, United States | |
| 5:00PM | Neural Network Predicting Remote Vehicle Movement with Vehicle-to-Vehicle Data [#1519] |
| Alexander Breg, Yi Lu Murphey and Takchoi Yu | |
| University of Michigan Dearborn, United States |
IEEE Symposium on Computational Intelligence in Scheduling and Network Design','Session CISND: IEEE Symposium on Computational Intelligence in Scheduling and Network Design
Room: Jupiter 1, Chair: Ruibin Bai
| 9:00AM | Dispatching Rules Revisited- A Large Scale Job Shop Scheduling Experiment [#1451] |
| Erich Teppan | |
| Universitaet Klagenfurt, Austria | |
| 9:20AM | An Improved Nondominated Sorting Genetic Algorithm-II for Multi-objective Flexible Job-shop Scheduling Problem [#1236] |
| Shu Luo, Chongdang Liu, Linxuan Zhang and Yushun Fan | |
| Tsinghua University, China | |
| 9:40AM | Enhanced Scheduling for Real-Time Traffic Control [#1430] |
| Quang-Vinh Dang and Hana Rudova | |
| Faculty of Informatics, Masaryk University, Czech Republic | |
| 10:00AM | A Novel Bilevel Formulation for Pollution Routing Problem [#1444] |
| Rahul Nath, Amit Rauniyar, Pranab K Muhuri and Amit K Shukla | |
| South Asian University, India |
IEEE Symposium on Computational Intelligence in Cyber Security','Session CICS-1: IEEE Symposium on Computational Intelligence in Cyber Security
Room: Jupiter 2, Chair: Dipankar Dasgupta
| 9:00AM | Prevention of piracy and tampering of software using asymmetric cryptography [#1328] |
| Anupasree .S and Shiju Sathyadevan | |
| Amrita University, India | |
| 9:20AM | Blockchain: A Tale of Peer to Peer Security [#1148] |
| Irani Acharjamayum, Ripon Patgiri and Dhruwajita Devi | |
| National Institute of Technology Silchar, India; Indian Society for Technical Education, India | |
| 9:40AM | Detecting cyber-attacks using a CRPS-based monitoring approach [#1225] |
| Fouzi Harrou and Benamar Bouyeddou | |
| King Abdullah University of Science and Technology (KAUST), Saudi Arabia; Tlemcen University, Algeria | |
| 10:00AM | Threat-Aware Honeypot for Discovering and Predicting Fingerprinting Attacks Using Principal Components Analysis [#1361] |
| Nitin Naik, Paul Jenkins and Nick Savage | |
| Ministry of Defence, United Kingdom; University of Portsmouth, United Kingdom | |
| 10:20AM | Cyber Intrusion Prediction and Taxonomy System Using Deep Learning And Distributed Big Data Processing [#1526] |
| Hamzah Al Najada, Imad Mahgoub and Imran Mohammed | |
| Florida Atlantic University, United States | |
| 10:40AM | Simulated Cloud Authentication Based on Touch Dynamics with SVM [#1107] |
| Dylan Gunn, Kaushik Roy and Kelvin Bryant | |
| North Carolina Agricultural and Technical State University, United States |
CIDM: Machine Learning-2','Session CIDM-3: CIDM: Machine Learning-2
Room: Ceres, Chair: Tufan Kumbasar
| 9:00AM | Structured Prediction Networks Through Latent Cost Learning [#1336] |
| Ruy Milidiu and Rafael Rocha | |
| Pontificia Universidade Catolica do Rio de Janeiro, Brazil | |
| 9:20AM | A Statistical Evaluation of Vector-space Models for Text Categorisation [#1307] |
| Yash Vijay, Anurag Sengupta and Koshy George | |
| PES Centre for Intelligent Systems, India; PES University, India | |
| 9:40AM | The Impact of an Adversary in a Language Model [#1286] |
| Zhengzhong Liang and Gregory Ditzler | |
| The University of Arizona, United States | |
| 10:00AM | Sentiment analysis via Doc2Vec and Convolutional Neural Network hybrids [#1114] |
| Bhaskar Dhariyal, Ravi Vadlamani and Ravi Kumar | |
| UoH, IDRBT, India; IDRBT, India | |
| 10:20AM | Centroid-Based Particle Swarm Optimization Variant for Data Classification [#1057] |
| Jamil Al Sawwa and Simone Ludwig | |
| North Dakota State University, United States | |
| 10:40AM | Overlay Community detection using Community Networks [#1351] |
| Madhushi Bandara, Sugandima Weragoda, Mahendra Piraveenan and Dharshana Kasthurirathna | |
| University of New South Wales, Australia; University of Colombo, Sri Lanka; University of Sydney, Australia; Sri Lanka Institute of Information Technology, Sri Lanka |
FOCI: Evolutionary Computation and Machine Learning','Session FOCI-3: FOCI: Evolutionary Computation and Machine Learning
Room: Neptune, Chair: Pietro S. Oliveto, Leonardo Franco
| 9:00AM | An Enhanced Set-based Evolutionary Algorithm for Generating Test Data that Cover Multiple Paths of a Parallel Program [#1136] |
| Tian Tian, Su Yang and Dunwei Gong | |
| Shandong Jianzhu University, China; China University of Mining and Technology, China | |
| 9:20AM | Design of an Adaptive Push-Repel Operator for Enhancing Convergence in Genetic Algorithms [#1292] |
| Yashesh Dhebar and Kalyanmoy Deb | |
| Michigan State University, United States | |
| 9:40AM | QDDS: A Novel Quantum Swarm Algorithm Inspired by a Double Dirac Delta Potential [#1297] |
| Saptarshi Sengupta, Sanchita Basak and Alan Peters | |
| Vanderbilt University, United States | |
| 10:00AM | The (1+1)-EA on Noisy Linear Functions with Random Positive Weights [#1138] |
| Ulysse Schaller and Johannes Lengler | |
| ETH Zurich, Switzerland | |
| 10:20AM | A Linguistically Interpretable ELANFIS for Classification Problems [#1368] |
| Pramod C.P. and G.N. Pillai | |
| Dept. of Electrical Engineering IIT Roorkee, India | |
| 10:40AM | Forward Noise Adjustment Scheme for Data Augmentation [#1334] |
| Javier Moreno-Barea, Fiammeta Strazzera, Jose Jerez, Daniel Urda and Leonardo Franco | |
| Malaga University, Spain; Radboud University, Netherlands; Cadiz University, Spain |
IEEE Symposium on Swarm Intelligence','Session SIS-1: IEEE Symposium on Swarm Intelligence
Room: Mars, Chair: P. N. Suganthan, Roman Senkerik
| 9:00AM | An Adaptive Recombination-Based Extension of the iMOACOR Algorithm [#1132] |
| Ashraf Abdelbar, Khalid Salama, Jesus Guillermo Falcon-Cardona and Carlos Coello Coello | |
| Brandon University, Canada; University of Kent, United Kingdom; CINVESTAV-IPN, Mexico | |
| 9:20AM | Investigating the Democracy Behavior of Swarm Robots in the Case of a Best-of-n Selection [#1191] |
| Yann Pochon, Rolf Dornberger, Vivienne Jia Zhong and Safak Korkut | |
| University of Applied Sciences and Arts Northwestern Switzerland, Switzerland | |
| 9:40AM | An Objective Reduction Algorithm based on Non-dominated Solution Pairs [#1324] |
| Han Lingzhi, Liu Hai-Lin and Gu Fangqing | |
| Guangdong University of Technology, China | |
| 10:00AM | Using Common Value Auction In Cultural Algorithm to Enhance Robustness and Resilience of Social Knowledge Distribution Systems [#1492] |
| Anas Al-Tirawi and Robert Reynolds | |
| Wayne State University, United States | |
| 10:20AM | On the Impact of Boundary Strategies to the Performance of Firefly Algorithm [#1529] |
| Tomas Kadavy, Michal Pluhacek, Roman Senkerik and Adam Viktorin | |
| Tomas Bata University in Zlin, Czech Republic | |
| 10:40AM | Why Simple Population Restart Does Not Work in PSO [#1530] |
| Michal Pluhacek, Roman Senkerik, Adam Viktorin and Tomas Kadavy | |
| Tomas Bata University in Zlin, Czech Republic |
IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing','Session MSIVP-2: IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing
Room: Pluto, Chair: Khan M. Iftekharuddin
| 9:00AM | Static Video Summarization Using Artificial Bee Colony Optimization [#1150] |
| Tanuka Bhattacharjee, Sriparna Saha, Amit Konar and Atulya K. Nagar | |
| Jadavpur University, India; Maulana Abul Kalam Azad University of Technology, W.B., India; Liverpool Hope University, United Kingdom | |
| 9:20AM | Deep Learning Based Photometric Stereo from Many Images and Under Unknown Illumination [#1354] |
| Hossein Malekmohamadi | |
| De Montfort University, United Kingdom | |
| 9:40AM | Monocular Vision based Topological Map Generation in Real-time [#1250] |
| Soumabha Bhowmick, Alok Kanti Deb and Jayanta Mukhopadhyay | |
| IIT Kharagpur, India |
CICARE: Computational Intelligence in Healthcare and Wellbeing','Session CICARE-4: CICARE: Computational Intelligence in Healthcare and Wellbeing
Room: Grand Ballroom 2, Chair: Amir Hussain
| 9:00AM | Internet of Things based Context Aware Remote Health Care Services [#1158] |
| Pushpa P. V and Reshma Riyaz | |
| P.D.A. College of Engineering, India | |
| 9:20AM | A Cognitive Ensemble Classifier based on Risk Sensitive Hinge Loss Function for Alzheimer Disease diagnosis in early stages [#1085] |
| Vasily Sachnev and Belathur Mahanand | |
| Associate professor, Korea (South); Professor, India | |
| 9:40AM | Exploring Clustering Techniques for Effective Reinforcement Learning based Personalization for Health and Wellbeing [#1190] |
| Eoin Martino Grua and Mark Hoogendoorn | |
| Vrije Universiteit Amsterdam, Netherlands | |
| 10:00AM | Transparent Modelling of Risk Assessment factors for Assisted Living [#1042] |
| P. Vance, S.A. Coleman, D. Kerr, L. Lindsay, B.J. Taylor, E.P. Kerr, B. Gardiner, T.M. McGinnity and C. Wu | |
| School of Computing and Intelligent Systems, Ulster University, N. Ireland, UK., United Kingdom; Institute for Research in Social Sciences, Ulster University, N. Ireland, UK., United Kingdom; School of Science and Technology, Nottingham Trent University, UK., United Kingdom; College of Information Science and Engineering, Northeastern University, Shenyang, China., China | |
| 10:20AM | Functional Connectivity Analysis of Default Mode Network for Healthy and Unhealthy Brains [#1463] |
| Siva Ramakrishna Jeevakala and Hariharan Ramasangu | |
| Institute of Aeronautical Engineering, India; M. S. Ramaiah University of Applied Sci, India | |
| 10:40AM | Discriminant Analysis and Feature Selection for Emergency Department Readmission Prediction [#1403] |
| Danielle Hooijenga, Raksmey Phan, Vincent Augusto, Xiaolan Xie and Abdesslam Redjaline | |
| Ecole des Mines de Saint-Etienne, France; Hopital Le Corbusier, France |
IEEE Symposium on Conference on Evolvable Systems','Session ICES-1: IEEE Symposium on Conference on Evolvable Systems
Room: Grand Ballroom 1, Chair: Andy Tyrrell, Martin Trefzer
| 9:00AM | A Hormone-Inspired Arbitration System For Self Identifying Abilities Amongst A Heterogeneous Robot Swarm [#1046] |
| James Wilson, Jon Timmis and Andy Tyrrell | |
| University Of York, United Kingdom | |
| 9:20AM | Benefits of Social Learning in Physical Robots [#1168] |
| Jacqueline Heinerman, Bart Bussmann, Rick Groenendijk, Emile van Krieken, Jesper Slik, Alessandro Tezza, Evert Haasdijk and A.E. Eiben | |
| VU University Amsterdam, Netherlands | |
| 9:40AM | Morphological Attractors in Darwinian and Lamarckian Evolutionary Robot Systems [#1226] |
| Milan Jelisavcic, Karine Miras and A.E. Eiben | |
| Vrije Universiteit Amsterdam, Netherlands | |
| 10:00AM | Insights in evolutionary exploration of robot morphology spaces [#1224] |
| Karine Miras, Arwin Gansekoele, Kyrre Glette and A.E. Eiben | |
| Vrije Universiteit Amsterdam, Netherlands; University of Oslo, Norway; Vrije Universiteit Amsterdam, Hungary | |
| 10:20AM | Achieving Connectivity Between Wide Areas Through Self-Organising Robot Swarms Using Embodied Evolution [#1314] |
| Erik Aaron Hansen, Stefano Nichele, Anis Yazidi, Haarek Haugerud, Asieh Abolpour Mofrad and Alex Alcocer | |
| Oslo Metropolitan University, Norway | |
| 10:40AM | Automated Reconfiguration of Modular Robots Using Robot Manipulators [#1365] |
| Rodrigo Moreno, Frank Veenstra, David Silvera, Julian Franco, Oscar Gracia, Ernesto Cordoba, Jonatan Gomez and Andres Faina | |
| Universidad Nacional de Colombia, Colombia; IT University of Copenhagen, Denmark |
IEEE Symposium on Computational Intelligence in Big Data','Session CIBD: IEEE Symposium on Computational Intelligence in Big Data
Room: Jupiter 1, Chair: Spencer Thomas
| 11:20AM | Semi-supervised Learning Using Generative Adversarial Networks [#1431] |
| Chuan-Yu Chang and Pau-Choo Chung | |
| National Yunlin University of Science & Technology and, Taiwan; National Cheng Kung University, Taiwan | |
| 11:40AM | Comparison of Learning Cellular Computational Networks with EKF and CPSO for Multi-Location Wind Speed Prediction [#1482] |
| Chirath Pathiravasam and Ganesh Venayagamoorthy | |
| Clemson University, United States | |
| 12:00PM | Self-Attention Enhanced Recurrent Neural Networks for Sentence Classification [#1325] |
| Ankit Kumar and Reshma Rastogi (nee Khemchandani) | |
| South Asian University (Ex Student), India; (Assistant Professor) South Asian University, India | |
| 12:20PM | A Deep Learning Approach for Load Demand Forecasting of Power Systems [#1453] |
| Ilianna Kollia and Stefanos Kollias | |
| IBM Hellas, Greece; University of Lincoln, United Kingdom |
IEEE Symposium on Computational Intelligence in Cyber Security','Session CICS-2: IEEE Symposium on Computational Intelligence in Cyber Security
Room: Jupiter 2, Chair: Dipankar Dasgupta
| 11:20AM | Enhancement Structures for the Bat Algorithm [#1034] |
| Prashanth Reddy and Ranjan Ganguli | |
| Indian Institute of Science, India | |
| 11:40AM | Authorship Attribution vs. Adversarial Authorship from a LIWC and Sentiment Analysis Perspective [#1300] |
| Joshua Gaston, Mina Narayanan, Gerry Dozier, D. Lisa Cothran, Clarissa Arms-Chavez, Marcia Rossi, Michael C. King and Jinsheng Xu | |
| Department of Computer Science & Software Engineering, Auburn University, United States; Department of Psychology, Alabama State University, United States; Department of Psychology, Auburn University at Montgomery, United States; School of Computing, Florida Institute of Technology, United States; Department of Computer Science, NC A&T State University, United States | |
| 12:00PM | Adversarial Authorship, Sentiment Analysis, and the AuthorWeb Zoo [#1303] |
| Mina Narayanan, Joshua Gaston, Gerry Dozier, Lisa Cothran, Clarissa Arms-Chavez, Marcia Rossi, Michael King and Kelvin Bryant | |
| Auburn University, United States; Alabama State University, United States; Auburn University at Montgomery, United States; Florida Institute of Technology, United States; North Carolina A&T State University, United States | |
| 12:20PM | Authorship Attribution via Evolutionary Hybridization of Sentiment Analysis, LIWC, and Topic Modeling Features [#1490] |
| Joshua Gaston, Mina Narayanan, Gerry Dozier, D. Lisa Cothran, Clarissa Arms-Chavez, Marcia Rossi, Michael C. King and Jinsheng Xu | |
| Department of Computer Science & Software Engineering, Auburn University, United States; Department of Psychology, Alabama State University, United States; Department of Psychology, Auburn University at Montgomery, United States; School of Computing, Florida Institute of Technology, United States; Department of Computer Science, NC A&T State University, United States |
IEEE Symposium on Computational Intelligence and Data Mining','Session CIDM-4: IEEE Symposium on Computational Intelligence and Data Mining
Room: Ceres, Chair: Tufan Kumbasar
| 11:20AM | Triangular Fuzzy Partitioned Bonferroni Mean Operators and their Application to Multiple Attribute Decision Making [#1079] |
| Rajkumar Verma, Jose M. Merigo and Niti Mittal | |
| University of Chile, Chile; Jaypee Institute of Information Technology, India | |
| 11:40AM | Identification of Brain Activation Regions in Inductive Learning based Scientific Creativity Test [#1363] |
| Lidia Ghosh, Reshma Kar, Amit Konar, Aruna Chakraborty and Atulya K. Nagar | |
| Jadavpur University, India; St Thomas College, India; Liverpool Hope University, United Kingdom |
IEEE Symposium on Multi-Criteria Decision Making','Session MCDM-1: IEEE Symposium on Multi-Criteria Decision Making
Room: Neptune, Chair: Jussi Hakanen
| 11:20AM | Pareto Dominance-based MOEA with Multiple Ranking methods for Many-objective Optimization [#1340] |
| Vikas Palakonda, Samira Ghorbanpour and Rammohan Mallipeddi | |
| Kyungpook National University, Korea (South) | |
| 11:40AM | Finding all Pareto Optimal Paths for Dynamical Multi-Objective Path Optimization Problems [#1081] |
| Xiao-Bing Hu, Hang Li, Jun Zhou, Ming-Kong Zhang and Jian-Qin Liao | |
| Civil Aviation University of China, China; Beijing Normal University, China; Chengdu MiidShare Technology Ltd, China | |
| 12:00PM | Multi-Robot Box-Pushing Using VIKOR Induced Particle Swarm Optimization [#1086] |
| Shreya Shrestha Meel, Sayantan Adhikary, Pratyusha Rakshit, Amit Konar and Atulya K. Nagar | |
| Pre-final year, Undergraduate, ETCE Department, Jadavpur University, India; Pre-final year, Undergraduate,ETCE Department, Jadavpur University, India; Assistant Professor, ETCE Department, Jadavpur University, India; Professor, ETCE Department, Jadavpur University, India; Professor, Department of Mathematics and Computer Science, Liverpool Hope University, United Kingdom | |
| 12:20PM | Ensemble of Pareto-based Selections for Many-objective optimization [#1343] |
| Samira Ghorbanpour, Vikas Palakonda and Rammohan Mallipeddi | |
| Kyungpook National University, Korea (South) |
IEEE Symposium on Swarm Intelligence','Session SIS-2: IEEE Symposium on Swarm Intelligence
Room: Mars, Chair: P. N. Suganthan, Ruppa Tulsiram
| 11:20AM | Particle Swarm Optimization Describes Ant Nest Move at Low Participation Rate [#1330] |
| Hideyasu Sasaki | |
| NICT, Japan | |
| 11:40AM | HGLPSO: Hybrid Genetic Learning PSO and its Applications to Task Matching on Large-Scale Systems [#1489] |
| Eid Albalawi, Parimala Thulasiraman and Ruppa Thulasiram | |
| University Of Manitoba, Canada; University of Manitoba, Canada |
IEEE Symposium on Computational Intelligence in Feature Analysis, Selection and Learning in Image and Pattern Recognition','Session FASLIP-1: IEEE Symposium on Computational Intelligence in Feature Analysis, Selection and Learning in Image and Pattern Recognition
Room: Pluto, Chair: Bing Xue
| 11:20AM | An Evaluation Study of Recognizing Conducting Gesture Using Computational Intelligence Techniques [#1245] |
| Justin van Heek, Jack Park, Xavier Yu and Herbert H. Tsang | |
| Applied Research Lab, Trinity Western University, Canada | |
| 11:40AM | Heuristic Based Learning of Parameters for Dictionaries in Sparse Representations [#1291] |
| Rajesh Kakarla and Atul Negi | |
| University of Hyderabad, India | |
| 12:00PM | The F-transform Plus PCA Dimensionality Reduction with Application to Pattern Recognition in Large Databases [#1446] |
| Irina Perfilieva and Petr Hurtik | |
| University of Ostrava, Czech Republic | |
| 12:20PM | Hybrid GA-PCA Feature Selection Approach for Inertial Human Activity Recognition [#1027] |
| Ayman AboElMaaty and Amr Wassal | |
| Cairo University, Egypt | |
| 12:40PM | Fast Lip Feature Extraction Using Psychologically Motivated Gabor Features [#1209] |
| Andrew Abel, Chengxiang Gao, Leslie Smith, Roger Watt and Amir Hussain | |
| Xi\'an Jiaotong-Liverpool University, China; University of Stirling, Scotland |
Session CICRE-5: CICARE: Computational Intelligence in Biological Applications
Room: Grand Ballroom 2, Chair: Amir Hussain
| 11:20AM | Incorporating Dynamic Exploration Strategy for RNA Design [#1155] |
| David J. D. Hampson and Herbert H. Tsang | |
| Trinity Western University, Canada | |
| 11:40AM | Cascading classifier application for topology prediction of TMB proteins [#1421] |
| Hassan B Kazemian and Cedric Maxime Grimaldi | |
| London Metropolitan University, United Kingdom | |
| 12:00PM | Prediction of Protein Complexes Using an Evolutionary Approach [#1265] |
| Archana Chowdhury, Pratyusha Rakshit, Amit Konar and Atulya K Nagar | |
| Christian College of Engineering & Technology, India; Jadavpur University, India; Liverpool Hope University, United Kingdom | |
| 12:20PM | Stacked Generalization with Wrapper-Based Feature Selection for Human Activity Recognition [#1041] |
| Anjali Bhavan and Swati Aggarwal | |
| Delhi Technological University, India; Netaji Subhash Institute of Technology, India | |
| 12:40PM | Analysis Eye Movements During Reading by Machine Learning Algorithms: A Review Paper [#1025] |
| Akin Gunduz and Tarek Najjar | |
| Ankara Yildirim Beyazit University, Turkey |
Session ICES-2: IEEE Symposium on Conference on Evolvable Systems
Room: Grand Ballroom 1, Chair: Lukas Sekanina, Martin Trefzer
| 11:20AM | Time-multiplexed System-on-Chip using Fault-tolerant Astrocyte-Neuron Networks [#1213] |
| Anju Johnson, Junxiu Liu, Alan Millard, Shvan Karim, Andy Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid and David Halliday | |
| University of York, United Kingdom; Ulster University, United Kingdom; University Of York, United Kingdom | |
| 11:40AM | Artificial bee colony-inspired run-time task management for many-core systems [#1261] |
| Ali Abuassal, Gianluca Tempesti and Martin A. Trefzer | |
| The University of York, United Kingdom | |
| 12:00PM | Scalable Bio-inspired Fault Detection, Isolation and Recovery in NoCs [#1152] |
| Malachy McElholm, Jim Harkin, Junxiu Liu and Liam McDaid | |
| Ulster University, United Kingdom |
IEEE Symposium on Immune Computation','Session IC: IEEE Symposium on Immune Computation
Room: Jupiter 1, Chair: Soumya Banerjee
| 3:20PM | Robotic Immune Systems: An Architecture [#1201] |
| Yamin Hu and Wenjian Luo | |
| University of Science and Technology of China, China | |
| 3:40PM | dnyNSA: A Novel Real-Value Based Negative Selection Algorithm [#1206] |
| Fan Zhang, Jin Yang, Tao Li and FangDong Zhu | |
| Colleage of Computer Science, Sichuan University, China; College of Cybersecurity, SiChuan University, China | |
| 4:00PM | A Two-Factor Authentication Scheme based on Negative Databases [#1194] |
| Ran Liu, Xiang Wang and Can Wang | |
| School of Computer Science, China University of Geoscience, Wuhan, China; School of Information and Communication Technology, Griffith University, Australia | |
| 4:20PM | Reconstructing positive surveys from negative surveys by improved artificial immune network [#1254] |
| Ran Liu, Mengxi Xie and Siqi Sun | |
| School of Computer Science, China University of Geoscience, Wuhan, China | |
| 4:40PM | For a refoundation of Artificial Immune System research: AIS is a Design Pattern [#1479] |
| Pierre Parrend, Guigou Fabio, Navarro Julio, Deruyver Aline and Collet Pierre | |
| ECAM Strasbourg-Europe, France; ICube laboratory, France | |
| 5:00PM | An immune based dynamic risk control system [#1381] |
| Ping Lin, Jin Yang, Tao Li and Lei Ai | |
| College of Computer Science, Sichuan University, China; College of Cybersecurity, Sichuan University, China; College of Cybersecurity, SiChuan University, China |
Plenary Talk P2: Customized optimisation for practical problem solving - Kalyanmoy Deb
Room: Grand Ballroom 1, Speaker: George Koshy
Use of Computational Intelligence in Access Control and Authentication','Tutorial T8: Use of Computational Intelligence in Access Control and Authentication
Room: Jupiter 2, Instructor: Dipankar Dasgupta
IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning','Session ADPRL-1: IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning
Room: Ceres, Chair: Jagannathan Sarangapani
| 3:20PM | A Game Theoretic Based Biologically-Inspired Distributed Intelligent Flocking Control for Multi-UAV Systems with Network Imperfections [#1337] |
| Mohammad Jafari and Hao Xu | |
| Department of Applied Mathematics, Jack Baskin School of Engineering, University of California, Santa Cruz, United States; Department of Electrical and Biomedical Engineering, University of Nevada, Reno, United States | |
| 3:40PM | Multi-Robot Enhanced MANET Routing with Situation Aware Online Reinforcement Learning [#1176] |
| Ming Feng and Hao Xu | |
| University of Nevada,Reno, NV, United States | |
| 4:00PM | Learning to Play Pac-Xon with Q-Learning and Two Double Q-Learning Variants [#1315] |
| Jits Schilperoort, Ivar Mak, Madalina Drugan and Marco Wiering | |
| University of Groningen, Netherlands; ItLearns.Online, Netherlands | |
| 4:20PM | Hierarchical Reinforcement Learning for Playing a Dynamic Dungeon Crawler Game [#1317] |
| Remi Niel and Marco Wiering | |
| University of Groningen, Netherlands | |
| 4:40PM | A Review of Computational Intelligence for StarCraft AI [#1301] |
| Zhentao Tang, Kun Shao, Yuanheng Zhu, Dong Li, Dongbin Zhao and Tingwen Huang | |
| Institute of Automation, Chinese Academy of Sciences, China; Institute of Automation, Chinese Academy of Sciencesstitute of Automation, Chinese Academy of Sciences, China; Texas A&M University at Qatar, Doha, Qatar, POBOX 23874, Qatar | |
| 5:00PM | An Autonomous Driving Experience Platform with Learning-Based Functions [#1172] |
| Li Dong, Zhao Dongbin, Zhang Qichao and Zhu Yuanheng | |
| Institute of Automation, Chinese Academy of Sciences, China; Institute of Automation, Chinese Academy of Sciencesstitute of Automation, Chinese Academy of Sciences, China |
IEEE Symposium on Multi-Criteria Decision Making','Session MCDM-2: IEEE Symposium on Multi-Criteria Decision Making
Room: Neptune, Chair: Jussi Hakanen
| 3:20PM | Study on Improving Efficiency of Multi-Objective Evolutionary Algorithm with Large Population by M2M Decomposition and Elitist Mate Selection Scheme [#1426] |
| Hiroaki Fukumoto and Akira Oyama | |
| Japan Aerospace Exploration Agency, Japan | |
| 3:40PM | Switching Between Metamodeling Frameworks for Efficient Multi-Objective Optimization [#1290] |
| Rayan Hussein, Proteek Chandan Roy and Kalyanmoy Deb | |
| Graduate Student, United States; Professor, United States | |
| 4:00PM | A Parametric Study of Crossover Operators in Multi-objective Evolutionary Algorithm [#1433] |
| Katsuhiro Sekine and Tomoaki Tatsukawa | |
| Tokyo University of Science, Japan | |
| 4:20PM | Multi-objective Metaheuristics for Managing Futures Portfolio Risk [#1118] |
| G A Vijayalakshmi Pai | |
| PSG College of Technology, India |
IEEE Symposium on Swarm Intelligence','Session SIS-3: IEEE Symposium on Swarm Intelligence
Room: Mars, Chair: P. N. Suganthan, Ruppa Tulsiram
| 3:20PM | Seeking Multiple Solutions of Combinatorial Optimization Problems: A Proof of Principle Study [#1170] |
| Ting Huang, Yue-Jiao Gong and Zhang Jun | |
| South China University of Technology, China | |
| 3:40PM | An Improved Ant Colony Optimization Algorithm: Minion Ant(MAnt) and its Application on TSP [#1210] |
| Akshat Shetty, Adhrit Shetty, Kevin Puthusseri and Dr. Radha Shankaramani | |
| Bharatiya Vidya Bhavans Sardar Patel Institute of Technology, India | |
| 4:00PM | Ant Brood Clustering on Intel Xeon Multi-core: Challenges and Strategies [#1287] |
| Ziyue Wang, Ying Ying Liu, Parimala Thulasiraman and Ruppa Thulasiram | |
| University of Manitoba, Canada | |
| 4:20PM | Ant Colony Optimization for the Electric Vehicle Routing Problem [#1360] |
| Michalis Mavrovouniotis, Georgios Ellinas and Marios Polycarpou | |
| University of Cyprus, Cyprus | |
| 4:40PM | Swarm Clustering Algorithm: Let the Particles Fly for a while [#1401] |
| Wenjie Zhu, Wenjian Luo, Li Ni and Nannan Lu | |
| University of Science and Technology of China, China |
IEEE Symposium on Computational Intelligence in Feature Analysis, Selection and Learning in Image and Pattern Recognition','Session FASLIP-2: IEEE Symposium on Computational Intelligence in Feature Analysis, Selection and Learning in Image and Pattern Recognition
Room: Pluto, Chair: Bing Xue
| 3:20PM | Towards Automated Tuberculosis detection using Deep Learning [#1187] |
| Muktabh Mayank Srivastava and Sonaal Kant | |
| ParallelDots, Inc., India | |
| 3:40PM | Staining of Histopathology Slides Using Image Style Transfer Algorithm [#1181] |
| Aashutosh Ganesh, Noel Vasanth and Koshy George | |
| PES University, India | |
| 4:00PM | Facial Recognition with Encoded Local Projections [#1161] |
| Dhruv Sharma, Sarim Zafar, Morteza Babaie and Hamid Tizhoosh | |
| University of Waterloo, Canada | |
| 4:20PM | Feature Extraction with Computational Intelligence for Head Pose Estimation [#1165] |
| Shane Reid, Sonya Coleman, Dermot Kerr, Philip Vance and Siobhan O\'Neill | |
| Ulster University, Northern Ireland |
CICARE: Computational Intelligence in Pattern Recognition','Session CICARE-6: CICARE: Computational Intelligence in Pattern Recognition
Room: Grand Ballroom 2, Chair: Amir Hussain
| 3:20PM | Understanding the Biological Underpinning of Auditory Perception for Vowel Sounds Using a Type-2 Fuzzy Neural Network [#1422] |
| Mousumi Laha, Amit Konar, Pratyusha Rakshit, Susmita Chaki and Atulya K. Nagar | |
| Jadavpur University, India; Liverpool Hope University, Liverpool, United Kingdom | |
| 3:40PM | Keystroke dynamics based biometric authentication:A hybrid classifier approach [#1470] |
| Chaitanya Dwivedi, Divyanshu Kalra, Swati Aggarwal and Divesh Naidu | |
| Netaji Subhas Institute of Technology, India | |
| 4:00PM | Moire Pattern Detection using Wavelet Decomposition and Convolutional Neural Network [#1214] |
| Eldho Abraham | |
| Amadeus Software Labs, India | |
| 4:20PM | Learning Visual Concepts in Images Using Temporal Convolutional Networks [#1387] |
| Qian Chen, Chaturvedi Iti, Poria Soujanya, Cambria Erik and Malandri Lorenzo | |
| Nanyang Technological University, Singapore; Politecnico di Milano, Italy | |
| 4:40PM | Singlish SenticNet: A Concept-Based Sentiment Resource for Singapore English [#1386] |
| Ho Danyuan, Hamzah Diyana, Poria Soujanya and Cambria Erik | |
| Nanyang Technological University, Singapore | |
| 5:00PM | BabelSenticNet: A Commonsense Reasoning Framework for Multilingual Sentiment Analysis [#1428] |
| Vilares David, Peng Haiyun, Satapathy Ranjan and Cambria Erik | |
| Nanyang Technological University, Singapore |
IEEE Symposium on Conference on Evolvable Systems','Session ICES-3: IEEE Symposium on Conference on Evolvable Systems
Room: Grand Ballroom 1, Chair: Andy Tyrrell, Martin Trefzer
| 3:20PM | Adding Security to Networks-on-Chip using Neural Networks [#1285] |
| Kyle Madden, Jim Harkin, Liam McDaid and Chris Nugent | |
| Ulster University, Northern Ireland | |
| 3:40PM | SCALP: Self-configurable 3-D Cellular Adaptive Platform [#1216] |
| Fabien Vannel, Diego Barrientos, Joachim Schmidt, Christian Abegg, Damien Buhlmann and Andres Upegui | |
| InIT, HEPIA, University of Applied Sciences of Western Switzerland, Geneva, Switzerland | |
| 4:00PM | Cooperative Coevolutionary Approximation in HOG-based Human Detection Embedded System [#1146] |
| Michal Wiglasz and Lukas Sekanina | |
| Brno University of Technology, Faculty of Information Technology, IT4Innovations Centre of Excellence, Czech Republic | |
| 4:20PM | Learning to Track On-The-Fly Using a Particle Filter with Annealed-Weighted QPSO Modeled after a Singular Dirac Delta Potential [#1112] |
| Saptarshi Sengupta and Alan Peters | |
| Vanderbilt University, United States | |
| 4:40PM | Hypervolume-Based Evolutionary Many-Disciplinary Design Optimization of Blended-Wing-Body-Type Flyback Booster [#1465] |
| Tsuyoshi Sumimoto, Kazuhisa Chiba and Masahiro Kanazaki | |
| The University of Electro-Communications, Japan; Tokyo Metropolitan University, Japan | |
| 5:00PM | Instrumenting Parametric Physical Layout for Multi-objective Optimisation [#1270] |
| Linan Cao, Simon Bale and Martin Trefzer | |
| Department of Electronic Engineering, University of York, United Kingdom |
IEEE Symposium on Computational Intelligence in Control and Automation','Session CICA-1: IEEE Symposium on Computational Intelligence in Control and Automation
Room: Jupiter 1, Chair: Xiao-Jun Zeng
| 9:00AM | Statistical process monitoring of a base metal flotation plant using a Gaussian mixture model and dissimilarity scale based singular spectrum analysis [#1380] |
| Syamala Krishnannair and Chris Aldrich | |
| University of Zululand, South Africa; Curtin University, Australia | |
| 9:20AM | Model-based fault detection and isolation for chemical processes: Application to the prevention of thermal runaway [#1382] |
| Amine Dakkoune, Lamiae Vernieres Hassimi, Sebastien Leveneur, Dimitri Lefebvre and Lionel Estel | |
| INSA Rouen, France; University Le Havre, France | |
| 9:40AM | Type-2 Fuzzy Logic Induced Gesture Recognition for Robot Task Planning [#1438] |
| Arindam Ray, Kaustuv Mukherji, Amit Konar and Atulya K. Nagar | |
| Jadavpur University, India; Liverpool Hope University, United Kingdom | |
| 10:00AM | Evolving Spiking Neural Networks for Nonlinear Control Problems [#1388] |
| Huanneng Qiu, Matthew Garratt, David Howard and Sreenatha Anavatti | |
| The University of New South Wales at the Australian Defence Force Academy, Australia; Data61 at CSIRO, Australia | |
| 10:20AM | On the Use of Dropouts in Neural Networks for System Identification and Control [#1179] |
| Shrikanth Yadav and Koshy George | |
| PES Institute of Technology, India; PES University, India |
Deep Learning','Session DL-1: Deep Learning
Room: Jupiter 2, Chair: Mahardhika Pratama
| 9:00AM | Improving Shallow Neural Network by Compressing Deep Neural Networks [#1183] |
| Marcus Carvalho and Mahardhika Pratama | |
| Nanyang Technology University, Singapore | |
| 9:20AM | A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation [#1232] |
| Lukas Hoyer, Christoph Steup and Sanaz Mostaghim | |
| Otto-von-Guericke University, Germany | |
| 9:40AM | A Dataset and Preliminary Results for Umpire Pose Detection Using SVM Classification of Deep Features [#1064] |
| Aravind Ravi, Harshwin Venugopal, Sruthy Paul and Hamid Tizhoosh | |
| University of Waterloo, Canada | |
| 10:00AM | Extra Domain Data Generation with Generative Adversarial Nets [#1316] |
| Luuk Boulogne, Klaas Dijkstra and Marco Wiering | |
| University of Groningen, Netherlands; NHL Stenden University of Applied Sciences, Netherlands | |
| 10:20AM | Text Summarization as Tree Transduction by Top-Down TreeLSTM [#1373] |
| Davide Bacciu and Antonio Bruno | |
| Universita di Pisa, Italy | |
| 10:40AM | Perception Net: A Multimodal Deep Neural Network For Machine Perception [#1440] |
| Dhruv Bhandari and Sandeep Paul | |
| Dayalbagh Educational Institute, India |
IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning','Session ADPRL-2: IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning
Room: Ceres, Chair: Jagannathan Sarangapani
| 9:00AM | Visual Sparse Bayesian Reinforcement Learning: A Framework for Interpreting What an Agent Has Learned [#1390] |
| Indrajeet Mishra, Giang Dao and Minwoo Lee | |
| University of North Carolina at Charlotte, United States | |
| 9:20AM | Brain Emotional Learning-Based Path Planning and Intelligent Control Co-Design for Unmanned Aerial Vehicle in Presence of System Uncertainties and Dynamic Environment [#1338] |
| Mohammad Jafari, Hao Xu and Luis Rodolfo Garcia Carrillo | |
| Department of Applied Mathematics, Jack Baskin School of Engineering, University of California, Santa Cruz, United States; Department of Electrical and Biomedical Engineering, University of Nevada, Reno, United States; Faculty of Electrical Engineering, School of Engineering & Computing Sciences, Texas A&M University - Corpus Christi, United States | |
| 9:40AM | Adaptive Optimal Distributed Control of Linear Interconnected Systems [#1442] |
| Vignesh Narayanan, Avimanyu Sahoo and Jagannathan Sarangapani | |
| Washington University St. Louis, United States; Oklahoma State University, United States; Missouri University of Science and Technology, United States | |
| 10:00AM | Event-triggered Control of N-player Nonlinear Systems Using Nonzero-Sum Games [#1471] |
| Avimanyu Sahoo, Vignesh Narayanan and Jagannathan Sarangapani | |
| Oklahoma State University, United States; Washington University St. Louis, United States; Missouri University of Science and Technology, United States | |
| 10:20AM | Switching Deep Reinforcement Learning based Intelligent Online Decision Making for Autonomous Systems under Uncertain Environment [#1448] |
| Zejian Zhou and Hao Xu | |
| University of Nevada, Reno, United States | |
| 10:40AM | Mutli-agent consensus under communication failure using Actor-Critic Reinforcement Learning [#1394] |
| Harikumar Kandath, Senthilnath J. and Suresh Sundaram | |
| School of Computer Science and Engg, Nanyang Technological University, Singapore; Institute for Infocomm Research, ASTAR, Singapore |
IEEE Symposium on Multi-Criteria Decision Making','Session MCDM-3: IEEE Symposium on Multi-Criteria Decision Making
Room: Neptune, Chair: Jussi Hakanen
| 9:00AM | A novel distance measure over intuitionistic fuzzy sets with its applications in Pattern Recognition [#1502] |
| Rinki Solanki, MD.Mustafizur Rahman, Meenakshi Kaushal, Q.M. Danish Lohani and Pranab K. Muhuri | |
| South Asian University, India | |
| 9:20AM | On Ordered Weighted Logarithmic Averaging Operators and Distance Measures [#1507] |
| Victor Alfaro-Garcia, Jose M. Merigo, Leobardo Plata-Perez and Gerardo G. Alfaro Calderon | |
| Universidad Autonoma de San Luis Potosi, Mexico; University of Chile, Chile; Universidad Michoacana de San Nicolas de Hidalgo, Mexico | |
| 9:40AM | Handling Data Uncertainty in Decision Making with COMET [#1231] |
| Wojciech Salabun, Artur Karczamrczyk, Jaroslaw Watrobski and Jaroslaw Jankowski | |
| West Pomeranian University of Technology, Szczecin, Poland; University of Szczecin, Poland | |
| 10:00AM | Decision-Making using the Hesitant Fuzzy Sets COMET Method: An Empirical Study of the Electric City Buses Selection [#1423] |
| Wojciech Salabun, Artur Karczmarczyk and Jaroslaw Watrobski | |
| West Pomeranian University of Technology, Szczecin, Poland; University of Szczecin, Poland |
Recent Advances in Numerical Optimization','Tutorial T11: Recent Advances in Numerical Optimization
Room: Mars, Instructor: P. N. Suganthan
Computational Intelligence in Feature Analysis, Selection and Learning in Image and Pattern Recognition','Session FASLIP-3: Computational Intelligence in Feature Analysis, Selection and Learning in Image and Pattern Recognition
Room: Pluto, Chair: Bing Xue
| 9:00AM | Toward Finding Optimal Source Dictionaries for Single Channel Music Source Separation Using Nonnegative Matrix Factorization [#1246] |
| Bhathiya Rathnayake, Kasun Weerakoon, Roshan Godaliyadda and Mervyn Ekanayake | |
| Sri Lanka Technological Campus, Sri Lanka; University of Peradeniya, Sri Lanka | |
| 9:20AM | A Stacked Autoencoder Neural Network based Automated Feature Extraction Method for Anomaly detection in On-line Condition Monitoring [#1260] |
| Mohendra Roy, Sumon Kumar Bose, Bapi Kar, Pradeep Kumar Gopalakrishnan and Arindam Basu | |
| Nanyang Technological University, Singapore | |
| 9:40AM | Three-dimensional Segmentation of Blood Vessels from Intensity In-homogeneous Medical Images [#1335] |
| Bukenya Faiza, Awwad Amir, Faas Henryk, Duan Jinming, Ehling Josef and Bai Li | |
| School of Computer Science, University of Nottingham,Nottingham, United Kingdom; Sir Peter Mansfield Imaging Centre, School of Medicine, University of Nottingham, Nottingham, United Kingdom; Sir Peter Mansfield Imaging Centre, School of Medicine, University of Nottingham,Nottingham, United Kingdom; School of Computing, Imperial College London,London, United Kingdom; Department of Experimental Molecular Imaging,Aachen University,Aachen, Germany; School of Computer Science, University of Nottingham, United Kingdom | |
| 10:00AM | On generalized fuzzy Jensen-exponential divergence and its application to pattern recognition [#1450] |
| Rajkumar Verma, Jose M. Merigo and Manoj Sahni | |
| University of Chile, Chile; Pandit Deendayal Petroleum University, India |
Computational Intelligence and Applications','Tutorial T6: Computational Intelligence and Applications
Room: Grand Ballroom 2, Instructor: Ganesh Kumar Venayagamoorthy
IEEE Symposium on Computational Intelligence for Financial Engineering and Economics','Session CIFEr-1: IEEE Symposium on Computational Intelligence for Financial Engineering and Economics
Room: Grand Ballroom 1, Chair: G A Vijayalakshmi Pai, Ruppa Tulsiram
IEEE Symposium on Computational Intelligence in Control and Automation','Session CICA-2: IEEE Symposium on Computational Intelligence in Control and Automation
Room: Jupiter 1, Chair: Xiao-Jun Zeng
| 11:20AM | A Study on Dynamic Positioning System Robustness with Wave loads predictions from Deep Belief Network [#1167] |
| Krishna Kumar Nagalingam, Savitha Ramasamy and Abdullah Al Mamun | |
| National University of Singapore, Singapore; Institute of Infocomm Research, Agency for Science Technology and Research, Singapore | |
| 11:40AM | Industrial Device Monitoring and Control System based on oneM2M for Edge Computing [#1120] |
| Changyong Um, Jaehyeong Lee and Jongpil Jeong | |
| Department of Smart Factory Convergence, Sungkyunkwan University, Korea (South) |
Deep Learning','Session DL-2: Deep Learning
Room: Jupiter 2, Chair: Mahardhika Pratama
| 11:20AM | On Filter Size in Graph Convolutional Networks [#1480] |
| Dinh Van Tran, Nicolo\' Navarin and Alessandro Sperduti | |
| University of Freiburg, Germany; University of Nottingham, United Kingdom; University of Padova, Italy | |
| 11:40AM | Improving Deep Learning with Generic Data Augmentation [#1040] |
| Geoff Nitschke and Luke Tayor | |
| University of Cape Town, South Africa |
IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning','Session ADPRL-3: IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning
Room: Ceres, Chair: Jagannathan Sarangapani
| 11:20AM | Learning TWSVM using Privilege Information [#1200] |
| Aman Pal and Reshma Rastogi (nee Khemchandani) | |
| PhD scholar, India; Assistant Professor, India | |
| 11:40AM | Reward based Single Network Adaptive Critic for Optimal Kinematic Control of a Redundant Robot Manipulator [#1520] |
| Jenin Jose, Ravi Prakash and Laxmidhar Behera | |
| IIT Kanpur, India |
IEEE Symposium on Multi-Criteria Decision Making','Session MCDM-4: IEEE Symposium on Multi-Criteria Decision Making
Room: Neptune, Chair: Jussi Hakanen
| 11:20AM | Understanding Collective Decision-Making in Natural Swarms [#1425] |
| Asema Hassan and Sanaz Mostaghim | |
| Otto-von-Guericke University Magdeburg, Germany | |
| 11:40AM | A Performance Indicator for Reference-Point-Based Multiobjective Evolutionary Optimization [#1043] |
| Zhanglu Hou, Shengxiang Yang, Juan Zou, Jinhua Zheng, Guo Yu and Gan Ruan | |
| Key Laboratory of Intelligent Computing and Information Processing (Ministry of Education), China; School of Computer Science and Informatics De Montfort University, United Kingdom; Department of Computer Science University of Surrey, United Kingdom | |
| 12:00PM | A Topologically Consistent Visualization of High Dimensional Pareto-front for Multi-Criteria Decision Making [#1288] |
| AKM Khaled Talukder and Kalyanmoy Deb | |
| Department of CSE, Michigan State University, United States; Department of ECE, Michigan State University, United States | |
| 12:20PM | Reference Point Based NSGA-III for Preferred Solutions [#1358] |
| Yash Vesikar, Kalyanmoy Deb and Julian Blank | |
| Undergraduate Student, United States; Koenig Endowed Chair Professor, Michigan State University, United States; Graduate Student, United States |
IEEE Symposium on Computational Intelligence and Ensemble Learning','Session CIEL-1: IEEE Symposium on Computational Intelligence and Ensemble Learning
Room: Mars, Chair: P. N. Suganthan
IEEE Symposium on Robotic Intelligence in Informationally Structured Space','Session RiiSS-1: IEEE Symposium on Robotic Intelligence in Informationally Structured Space
Room: Pluto, Chair: Janos Botzheim, Hiroyuki Masuta
| 11:20AM | Parameters Estimation in Topological Kernel Bayesian ART using Multi-objective Particle Swarm Optimization [#1108] |
| Gin Chong Lee, Chu Kiong Loo and Naoki Masuyama | |
| Faculty of Engineering and Technology, Multimedia University, Malaysia; Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, University of Malaya, Malaysia; Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Japan | |
| 11:40AM | Biological Goal Seeking [#1080] |
| Emmett Kerr, Philip Vance, Dermot Kerr, Sonya Coleman, Gautham Das, T.M. McGinnity, Diederik Moeys and Tobi Delbruck | |
| Ulster University, Northern Ireland; Nottingham Trent Univeristy, United Kingdom; University of Zurich, Switzerland | |
| 12:00PM | Optimizing Multiagent Area Coverage Using Dynamic Global Potential Fields [#1243] |
| Rahul Rajan, Michael Otte and Donald Sofge | |
| Naval Research Lab, United States; University of Maryland, United States | |
| 12:20PM | Spherical optical flow in automatically controlled vehicle while cornering [#1400] |
| Hiroyuki Masuta, Yusuke Nagai, Tatsuo Motyoshi, Kei Sawai, Takumi Tamamoto, Ken\'ichi Koyanagi and Oshima Toru | |
| Toyama Prefectural University, Japan |
IEEE Symposium on Computational Intelligence Applications in Smart Grid','Session CIASG-1: IEEE Symposium on Computational Intelligence Applications in Smart Grid
Room: Grand Ballroom 2, Chair: Ganesh Kumar Venayagamoorthy
| 11:20AM | Day-ahead forecasting approach for energy consumption of an office building using support vector machines [#1485] |
| Aria Jozi, Tiago Pinto, Isabel Praca and Zita Vale | |
| Polytechnic of Porto, Portugal; University of Salamanca, Spain | |
| 11:40AM | CI-based Analytics for Photovoltaic Power Predictions and Tie-line Bias Control in Smart Grid [#1477] |
| Iroshani Jayawardene, Raghavendra V. Kulkarni and G. Kumar Venayagamoorthy | |
| Holcombe Department of Electrical and Computer Engineering, Clemson University, Clemson, SC 29634, USA, United States; Department of Computer Science and Engineering, Faculty of Engineering and Technology, M. S. Ramaiah University of Applied Sciences, Bengaluru, 560058, India, India | |
| 12:00PM | Consumption Optimization of an Office Building using Different Approaches [#1484] |
| Mahsa Khorram, Pedro Faria, Omid Abrishambaf and Zita Vale | |
| Polytechnic of Porto, Portugal | |
| 12:20PM | Classification Approaches to Foster the Use of Distributed Generation with Improved Remuneration [#1486] |
| Catia Silva, Pedro Faria and Zita Vale | |
| Polytechnic of Porto, Portugal | |
| 12:40PM | Discussing Different Clustering Methods for the Aggregation of Demand Response and Distributed Generation [#1487] |
| Catia Silva, Pedro Faria and Zita Vale | |
| Polytechnic of Porto, Portugal |
AI Panel','Panel Session Panel: AI Panel
Room: Grand Ballroom 1, Chair: Suresh Sundaram
Trends in AI Applications and Computing Environment ','Plenary Talk P3: Trends in AI Applications and Computing Environment
Room: Grand Ballroom 1, Speaker: George Koshy
IEEE Symposium on Computational Intelligence in Remote Sensing','Session CIRS-1: IEEE Symposium on Computational Intelligence in Remote Sensing
Room: Jupiter 1, Chair: J. Senthilnath
| 3:20PM | Monitoring land-cover changes by combining a detection step with a classification step [#1460] |
| Harrou Fouzi and Zerrouki Nabil | |
| King Abdullah University of Science and Technology (KAUST), Saudi Arabia; University of Sciences and Technology Houari Boumedienne, Algeria | |
| 3:40PM | Modelling Urban transition using Cellular Automata based Sleuth [#1006] |
| Chandan Mc and Bharath Haridas Aithal | |
| Indian Institute of Technology Kharagpur, India | |
| 4:00PM | Classification of Multi-Spectral Satellite Image Using Hierarchical Clustering Algorithms [#1397] |
| Sushant Kulkarni, Senthilnath J. and Jon Atli Benediktsson | |
| Tiger Analytics Chennai, India; Institute for Infocomm Research, A*STAR, Singapore; Faculty of Electrical and Computer Engineering, University of Iceland, 101 Reykjavik, Iceland | |
| 4:20PM | Urban building extraction using satellite imagery through Machine learning [#1180] |
| Prakash Ps, Soumya Kanta Das and Bharath Haridas Aithal | |
| Indian Institute of Technology Kharagpur, India; Central University of Jharkand, India |
IEEE Symposium on Computational Intelligence in Cyber Security','Session CICS-3: IEEE Symposium on Computational Intelligence in Cyber Security
Room: Jupiter 2, Chair: Dipankar Dasgupta
| 3:20PM | A Machine Learning Based Approach to Detect Malicious Fast Flux Networks [#1103] |
| Sathish Kumar and Brian Xu | |
| Coastal Carolina University, United States; Intel Security, United States | |
| 3:40PM | An Investigation on Intrusion Detection System Using Machine Learning [#1141] |
| Ripon Patgiri, Udit Varsheney, Tanya Akutota and Rakesh Kunde | |
| National Institute of Technology Silchar, India | |
| 4:00PM | A Framework for Analyzing Ransomware using Machine Learning [#1364] |
| Subash Poudyal, Kul Prasad Subedi and Dipankar Dasgupta | |
| The University of Memphis, United States | |
| 4:20PM | A Framework for Identity: Dempster-Shafer Theory the Flow and Combination of Evidence [#1113] |
| Janelle Mason, Kofi Kyei, Hannah Foster and Albert Esterline | |
| North Carolina A&T State University, United States | |
| 4:40PM | Human Body Odor Based Authentication Using Machine Learning [#1063] |
| Bin Yang and Wonjun Lee | |
| Tianjin Institute of Aerospace Mechanical and Electrical Equipment, China; University of Texas at San Antonio, United States | |
| 5:00PM | Traffic Convergence Detection in IoT LLNs: A Multilayer Perceptron based Mechanism [#1447] |
| Rashmi Sahay, G Geetha Kumari, Koushik Modugu and Barsha Mitra | |
| BITS-Pilani, India |
Medical Applications of computational Intelligence','Tutorial T5: Medical Applications of computational Intelligence
Room: Ceres, Instructor: Aruna Tiwari
IEEE Symposium on Computational Intelligence for Security and Defense Applications','Session CISDA-1: IEEE Symposium on Computational Intelligence for Security and Defense Applications
Room: Neptune, Chair: Suresh Sundaram
| 3:20PM | The Computational Intelligence Methods for the Armed Forces Capabilities Allocation Problem [#1084] |
| Andrzej Najgebauer, Ryszard Antkiewicz, Dariusz Pierzchala and Jaroslaw Rulka | |
| Military University of Technology, Cybernetics Faculty, Poland | |
| 3:40PM | Vigilant Dynamic Honeypot Assisted by Dynamic Fuzzy Rule Interpolation [#1362] |
| Nitin Naik, Changjing Shang, Qiang Shen and Paul Jenkins | |
| Ministry of Defence, United Kingdom; Aberystwyth University, United Kingdom | |
| 4:00PM | Classification of Pulse Repetition Interval Modulations Using Neural Networks [#1408] |
| Ha P. K. Nguyen and Ha Q. Nguyen | |
| Viettel Research and Development Institute, Viet Nam |
IEEE Symposium on Computational Intelligence and Ensemble Learning','Session CIEL-2: IEEE Symposium on Computational Intelligence and Ensemble Learning
Room: Mars, Chair: P. N. Suganthan
| 3:20PM | Wind Speed Forecasting Using Improved Random Vector Functional Link Network [#1474] |
| Moreira Nhabangue and Gopinatha Pillai | |
| Indian Institute of Technology Roorkee, India | |
| 3:40PM | Model Decomposition for Forward Model Approximation [#1385] |
| Alexander Dockhorn, Tim Tippelt and Rudolf Kruse | |
| Otto von Guericke University Magdeburg, Germany | |
| 4:00PM | Ensemble Incremental Random Vector Functional Link Network for Short-term Crude Oil Price Forecasting [#1142] |
| Xueheng Qiu, Ponnuthurai Nagaratnam Suganthan and Gehan A. J. Amaratunga | |
| Nanyang Technological University, Singapore; University of Cambridge, United Kingdom | |
| 4:20PM | The Varying Success of Bayesian Model Averaging: An Empirical Study of Flood Prediction [#1369] |
| Paul Darwen | |
| James Cook University Brisbane, Australia | |
| 4:40PM | Dropout and DropConnect based Ensemble of Random Vector Functional Link Neural Network [#1262] |
| Rakesh Kumar Katuwal and Ponnuthurai Suganthan | |
| Nanyang Technological University, Singapore |
IEEE Symposium on Robotic Intelligence in Informationally Structured Space','Session RiiSS-2: IEEE Symposium on Robotic Intelligence in Informationally Structured Space
Room: Pluto, Chair: Janos Botzheim, Hiroyuki Masuta
| 3:20PM | Vision-based HRV Measurement for HRI Study [#1415] |
| Yuya Shibata, Keita Tsuji, Chu Kiong Loo, Guanghao Sun, Yoichi Yamazaki and Takuya Hashimoto | |
| Tokyo University of Science, Japan; University of Malaya, Malaysia; The University of Electro-Communications, Japan; Kanagawa Institute of Technology, Japan | |
| 3:40PM | Action selection of robot by human intention estimated with dynamic evaluation criterion [#1192] |
| Yuya Shimoguchi, Seiya Shirakura and Kentarou Kurashige | |
| Muroran Institute of Technology, Japan | |
| 4:00PM | Gesture Driven Remote Robot Manoeuvre for Unstructured Environment [#1156] |
| Sriparna Saha, Rimita Lahiri, Amit Konar and Atulya K. Nagar | |
| Jadavpur University, India; Maulana Abul Kalam Azad University of Technology, W.B., India; Liverpool Hope University, United Kingdom | |
| 4:20PM | Presentation Robot System with Interaction for Class [#1198] |
| Hiroyuki Masuta, Tetsuya Kawamoto, Kei Sawai, Tatsuo Motoyoshi, Takumi Tamamoto, Ken\'ichi Koyanagi and Toru Oshima | |
| Toyama Prefectural University, Japan |
IEEE Symposium on Computational Intelligence Applications in Smart Grid','Session CIASG-2: IEEE Symposium on Computational Intelligence Applications in Smart Grid
Room: Grand Ballroom 2, Chair: Ganesh Kumar Venayagamoorthy
| 3:20PM | A Hybrid Cross-Entropy Guided Genetic Algorithm for Scheduling Multi-Energy Systems [#1405] |
| Mainak Dan, Seshadhri Srinivasan and Suresh Sundaram | |
| Interdisciplinary Graduate School, Nanyang Technological University, Singapore; Berkeley Education Alliance for Research in Singapore, Singapore; School of Computer Science and Engineering, Nanyang Technological University, Singapore | |
| 3:40PM | Consensus of Subjective Preferences of Multiple Occupants for Building Energy Management [#1178] |
| Monalisa Pal and Sanghamitra Bandyopadhyay | |
| Indian Statistical Institute, India | |
| 4:00PM | Genetic Algorithms for Portfolio Optimization with Weighted Sum Approach [#1219] |
| Ricardo Faia, Tiago Pinto, Zita Vale, Juan Corchado, Joao Soares and Fernando Lezama | |
| GECAD/ISEP, Polytechnic of Porto, Portugal; BISITE Research Centre, University of Salamanca, Spain | |
| 4:20PM | A Flexibility Home Energy Management System to Support Agreggator Requests in Smart Grids [#1220] |
| Tiago Sousa, Fernando Lezama, Joao Soares, Sergio Ramos and Zita Vale | |
| GECAD/ISEP, Polytechnic of Porto, Portugal |
IEEE Symposium on Computational Intelligence for Financial Engineering and Economics','Session CIFEr-2: IEEE Symposium on Computational Intelligence for Financial Engineering and Economics
Room: Grand Ballroom 1, Chair: G A Vijayalakshmi Pai, Ruppa Tulsiram
| 3:20PM | Hybrid Deep Learning Model for Stock Price Prediction [#1077] |
| Mohammad Asiful Hossain, Rezaul Karim, Ruppa K. Thulasiram, Neil D.B. Bruce and Yang Wang | |
| University of Manitoba, Canada | |
| 3:40PM | Active Portfolio Rebalancing using Multi-objective Metaheuristics [#1139] |
| G A Vijayalakshmi Pai | |
| PSG College of Technology, India | |
| 4:00PM | A Free Open-Source Limit-Order-Book Simulator for Teaching and Research [#1296] |
| Dave Cliff | |
| University of Bristol, United Kingdom | |
| 4:20PM | Risk aware portfolio construction using deep deterministic policy gradients [#1218] |
| Shashank Hegde, Vishal Kumar and Atul Singh | |
| National Institute of Technology Karnataka, Surathkal, India; Indian Institute of Technology Guwahati, India; Indian Institute of Management Bangalore, India | |
| 4:40PM | Using Stock Prices as Ground Truth in Sentiment Analysis to Generate Profitable Trading Signals [#1177] |
| Ellie Birbeck and Dave Cliff | |
| University of Bristol, United Kingdom | |
| 5:00PM | Deep Learning can Replicate Adaptive Traders in a Limit-Order-Book Financial Market [#1070] |
| Arthur le Calvez and Dave Cliff | |
| University of Bristol, United Kingdom |
IEEE Symposium on Computational Intelligence in Remote Sensing','Session CIRS-2: IEEE Symposium on Computational Intelligence in Remote Sensing
Room: Jupiter 1, Chair: J. Senthilnath
| 9:00AM | Automatic feature selection for Landsat-8 and Sentinel-2 image co-registration using SURF-FANN [#1443] |
| Rahul Ambati, Chakravardhan Reddy, Smit Patel, Sandeep Tadepalli and Uttam Kumar | |
| Spatial Computing Laboratory Center for Data Sciences International Institute of Information Technology Bangalore, India | |
| 9:20AM | DeepExt: A Convolution Neural Network for Road Extraction using RGB images captured by UAV [#1378] |
| Neelanshi Varia, Akanksha Dokania and Senthilnath J. | |
| Dhirubhai Ambani Institute of Information and Communication Technology, India; Department of Electronics and Electrical Engineering, IIT Guwahati, India; Institute for Infocomm Research, A*STAR, Singapore | |
| 9:40AM | EObjCount: An Evolving Spectral and Spatial Approach for Tree Count using Multispectral Satellite Images [#1375] |
| Akanksha Dokania, Neelanshi Varia and Senthilnath J. | |
| Department of Electronics and Electrical Engineering, IIT Guwahati, India; Dhirubhai Ambani Institute of Information and Communication Technology, India; Institute for Infocomm Research, A*STAR, Singapore | |
| 10:00AM | Marine Floating Raft Aquaculture Back Scattering Feature Analysis Based On ISAR Imagery [#1193] |
| Deyi Wang, Jianchao Fan, Min Han, Ping Guo and Yuzhen Lu | |
| Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, China; Department of Ocean Remote Sensing, National Marine Environmental Monitoring Center, China; Image Processing and Pattern Recognition Laboratory, Beijing Normal University, China; School of Science, Dalian Maritime University, China |
IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments','Session CIDUE-1: IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments
Room: Jupiter 2, Chair: Michalis Mavrovouniotis
| 9:00AM | Finding the k Shortest Paths for Co-Evolutionary Path Optimization [#1082] |
| Xiao-Bing Hu, Jun Zhou, Hang Li, Ming-Kong Zhang and Jian-Qin Liao | |
| Civil Aviation University of China, China; Beijing Normal University, China; Chengdu MiidShare Technology Ltd, China | |
| 9:20AM | Iterative-Lengthening and Auxiliary Search Based Particle Swarm Optimization for Online Short-term Hydrothermal Scheduling [#1409] |
| Yi Ruikang, Luo Wenjian, Lin Xin and Xu Peilan | |
| University of Science and Technology of China, China | |
| 9:40AM | Identifying Species for Particle Swarm Optimization under Dynamic Environments [#1416] |
| Luo Wenjian, Sun Juan, Bu Chenyang and Yi Ruikang | |
| University of Science and Technology of China, China | |
| 10:00AM | Evolving and Comparing Greenhouse Control Strategies Using Model-Based Multi-Objective Optimization [#1494] |
| Jose R. Llera, Kalyanmoy Deb, Erik Runkle, Lihong Xu and Erik Goodman | |
| Michigan State University, United States; BEACON Center, United States; Tongji University, China |
IEEE Symposium on Computational Intelligence in Internet of Everything','Session CIIoEt-1: IEEE Symposium on Computational Intelligence in Internet of Everything
Room: Ceres, Chair: M. Tanveer, Farookh Hussain
| 9:00AM | Prediction Based Policy Setting by Finding Significance Of Attributes From The Ontological Framework In Agricultural Domain [#1090] |
| Pruthvi Vs, Rohit Naik and Vijaya kumar Bp | |
| Department of Information Science and Engineering Ramaiah Institute of Technology Bangalore, INDIA, India | |
| 9:20AM | A blockchain-based approach for multimedia privacy protection and provenance [#1323] |
| Alka Vishwa and Farookh Khadeer Hussain | |
| University of Technology,Sydney, Australia | |
| 9:40AM | Entropy based features in FAWT framework for automated detection of epileptic seizure EEG signals [#1175] |
| M. Tanveer, Ram Bilas Pachori and N.V. Angami | |
| Indian Institute of Technology Indore, India | |
| 10:00AM | A Computational Analysis of Protein Sequences for Cyclophilin Superfamily using Feature Extraction [#1435] |
| Neha Mehra, Aruna Tiwari, Milind B Ratnaparkhe and Neha Bharill | |
| Discipline of Computer Science and Engineering, Indian Institute of Technology Indore, India; Indian Institute of Soybean Research Indore, India; Department of Computer Science and Engineering, Indian Institute of Information Technology Dharwad, India | |
| 10:20AM | A Comparative Study of Machine Learning Techniques for Credit Card Fraud Detection Based on Time Variance [#1377] |
| Shantanu Rajora, Dong-Lin Li, Chandan Jha, Neha Bharill, Om Prakash Patel, Sudhanshu Joshi, Deepak Puthal and Mukesh Prasad | |
| Delhi Technological University, India; National Chiao Tung University, Taiwan; Indian Institute of Information Technology, India; Indian Institute of Technology, India; Doon University, India; university of technology Sydney, Australia |
IEEE Symposium on Computational Intelligence for Security and Defense Applications','Session CISDA-2: IEEE Symposium on Computational Intelligence for Security and Defense Applications
Room: Neptune, Chair: Suresh Sundaram
| 9:00AM | Computational Intelligence in Maritime Security and Defense: Challenges and Opportunities [#1333] |
| Marco Cococcioni | |
| Department of Information Engineering, University of Pisa, Italy | |
| 9:20AM | The Method of Quantitative Assessment of Armed Forces Line of Sight Fire Capability [#1097] |
| Andrzej Najgebauer, Ryszard Antkiewicz, Dariusz Pierzchala and Jaroslaw Rulka | |
| Military University of Technology, Cybernetics Faculty, Poland | |
| 9:40AM | Decoding of Mind-generated Pattern Locks for Security Checking Using Type-2 Fuzzy Classifier [#1383] |
| Anjali Shukla, Arnab Rakshit, Amit Konar, Lidia Ghosh and Atulya. K. Nagar | |
| Jadavpur University, India; Liverpool Hope University, United Kingdom |
IEEE Symposium on Intelligent Agents','Session IA: IEEE Symposium on Intelligent Agents
Room: Mars, Chair: Sabrina Senatore
| 9:00AM | Towards an Agent-driven Scenario Awareness in Remote Sensing Environments [#1308] |
| Danilo Cavaliere and Sabrina Senatore | |
| University of Salerno, Italy | |
| 9:20AM | Co-evolving Real-Time Strategy Game Micro [#1284] |
| Navin Adhikari, Sushil Louis, Siming Liu and Walker Spurgeon | |
| University of Nevada, Reno, United States | |
| 9:40AM | Simultaneous Localisation and Optimisation for Swarm Robotics [#1173] |
| Sebastian Mai, Christoph Steup and Sanaz Mostaghim | |
| Otto von Guericke University, Magdeburg, Germany | |
| 10:00AM | Parallelization of Multi-Label Classification For Large Data Sets [#1060] |
| Shinjini Biswas and Susheela Devi Visweswariah | |
| Dept of CSA,Indian Institute of Science, India; Dept. of CSA, IISc, India | |
| 10:20AM | Comparison of the Effectiveness of Simple Agent Capabilities for an On-line Area Coverage Task [#1228] |
| David Buckingham, Giordano Ferreira, Alexander Bock and Matthias Scheutz | |
| Tufts University, United States; Tufts Universuty, United States | |
| 10:40AM | Hindi Sentence Classification for Expressive Storytelling Systems [#1355] |
| Shivli Agrawal, Yukti Girdhar, Yukti Kirtani and Swati Aggarwal | |
| Netaji Subhas Institute of Technology, New Delhi, India |
IEEE Symposium on Evolving and Autonomous Learning Systems','Session EALS-1: IEEE Symposium on Evolving and Autonomous Learning Systems
Room: Pluto, Chair: Mahardhika Pratama
| 9:00AM | A Novel Self-Organizing Neuro-Fuzzy based Intelligent Control System for a AR.Drone Quadcopter [#1294] |
| Md Meftahul Ferdaus, Sreenatha G. Anavatti, Mahardhika Pratama and Matthew A. Garratt | |
| UNSW Canberra at ADFA, Australia; School of Computer Science and Engineering, Nanyang Technological University, Singapore | |
| 9:20AM | Objective versus Non-Objective Search in Evolving Morphologically Robust Robot Controllers [#1091] |
| Geoff Nitschke and Ruben Putter | |
| University of Cape Town, South Africa | |
| 9:40AM | Adaptive Speech Recognition System Using Data From Keyboard [#1099] |
| Sai Ajay Modukuri and Gaurav Kumar | |
| Samsung Research and Development, India | |
| 10:00AM | Improved universum twin support vector machines [#1306] |
| Bharat Richhariya, Anshul Sharma and M. Tanveer | |
| Indian Institute of Technology Indore, India | |
| 10:20AM | Exploring Data Reduction Techniques for Time Efficient Support Vector Machine Classifiers [#1318] |
| Reshma Rastogi, Hamid Safdari and Sweta Sharma | |
| Department of Computer Science South Asian University, India |
IEEE Symposium on Computational Intelligence for Human-like Intelligence','Session CIHLI-1: IEEE Symposium on Computational Intelligence for Human-like Intelligence
Room: Grand Ballroom 2, Chair: Marcin Wozniak, Adrian Horzyk
| 9:00AM | Retrieving Impressions from Semantic Memory Modeled with Associative Pulsing Neural Networks [#1461] |
| Patryk Orzechowski, Adrian Horzyk, Janusz A. Starzyk and Jason H. Moore | |
| Institute for Biomedical Informatics, University of Pennsylvania Philadelphia, United States; AGH University of Science and Technology, Poland; University of Information Technology and Management in Rzeszow and School of EECS, Ohio University, United States; Institute for Biomedical Informatics University of Pennsylvania, United States | |
| 9:20AM | Associative Fine-Tuning of Biologically Inspired Active Neuro-Associative Knowledge Graphs [#1458] |
| Adrian Horzyk and Janusz A. Starzyk | |
| AGH University of Science and Technology, Poland; University of Information Technology and Management in Rzeszow and Ohio University, United States | |
| 9:40AM | Classification of Physiological Data in Affective Exergames [#1472] |
| Andreas Kamenz, Victoria Bibaeva, Arne Bernin, Sobin Ghose, Kai von Luck, Florian Vogt and Larissa Mueller | |
| University of Applied Sciences Hamburg, Germany; Innovations und Kontaktstelle Hamburg, Germany | |
| 10:00AM | Solving the Rubik\'s Cube with Learned Guidance Functions [#1256] |
| Colin Johnson | |
| University of Kent, United Kingdom |
IEEE Symposium on Computational Intelligence for Financial Engineering and Economics','Session CIFEr-3: IEEE Symposium on Computational Intelligence for Financial Engineering and Economics
Room: Grand Ballroom 1, Chair: G A Vijayalakshmi Pai, Ruppa Tulsiram
| 9:00AM | Ensemble of Technical Analysis and Machine Learning for Market Trend Prediction [#1370] |
| Andrea Picasso Ratto, Simone Merello, Yukun Ma, Luca Oneto, Lorenzo Malandri and Erik Cambria | |
| DIBRIS University of Genova, Italy; Machine Learning Labs - Continental AG, Singapore; Politecnico di Milano, Italy; Nanyang Technological University, Singapore | |
| 9:20AM | Combinations in predictive analytics by using machine learning [#1331] |
| Emrah Gulay and Okan Duru | |
| Nanyang Technological University, Singapore | |
| 9:40AM | Stock Price Manipulation Detection using Generative Adversarial Networks [#1326] |
| Teema Leangarun, Poj Tangamchit and Suttipong Thajchayapong | |
| King Mongkut Univ. of Tech. Thonburi, Thailand; National Electronics and Computer Technology Center, Thailand | |
| 10:00AM | Day-Ahead Price Forecasting in Great Britains BETTA Electricity Market [#1230] |
| Daniel McGlynn, Sonya Coleman, Dermot Kerr and Catherine McHugh | |
| Ulster University / Click Energy, United Kingdom; Ulster University, United Kingdom; Ulster Univeristy, United Kingdom | |
| 10:20AM | Random Fuzzy Variable based Uncertainty Modelling for the Prediction of Human Development Index using CO2 Emission Data [#1371] |
| Amit K. Shukla, Sandeep Kumar, Bindu Mor and Pranab K. Muhuri | |
| South Asian University, India | |
| 10:40AM | A Linear Polynomial NARMAX Model with Multiple Factors to Forecast Day-Ahead Electricity Prices [#1166] |
| Catherine McHugh, Sonya Coleman, Dermot Kerr and Daniel McGlynn | |
| Ulster University, Northern Ireland; Click Energy, Northern Ireland |
IEEE Symposium on Computational Intelligence for Astroinformatics','Session CIAstro: IEEE Symposium on Computational Intelligence for Astroinformatics
Room: Jupiter 1, Chair: Snehanshu Saha
| 11:20AM | A SVM integrated Case Based Learning Data GA for Solar Flare Prediction [#1268] |
| Yoshio Taniguchi, Yoshiyuki Mizuno, Takayuki Muranushi, Yuko Hada-Muranushi, Yoshihiko Kubota, Setsuo Tsuruta, Syoji Kobashi, Yoshitaka Sakurai, Rainer Knauf and Andrea Kutics | |
| Hitachi Industry & Control Solutions, Ltd., Japan; Kyoto Women\'s University, Japan; Kyoto University, Japan; Tokyo Denki University, Japan; University of Hyogo, Japan; Meiji University, Japan; Ilmenau University of Technology, Germany; International Christian University, Japan | |
| 11:40AM | A Novel Exoplanetary Habitability Score via Particle Swarm Optimization of CES Production Functions [#1026] |
| Abhijit Theophilus, Snehanshu Saha, Suryoday Basak and Jayant Murthy | |
| PES University Electronic City Campus, India; PES University, India; Indian Institute of Astrophysics, India |
IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments','Session CIDUE-2: IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments
Room: Jupiter 2, Chair: Michalis Mavrovouniotis
| 11:20AM | An Evolutionary Dynamic Multi-objective Optimization Algorithm Based on Center-point Prediction and Sub-population Autonomous Guidance [#1076] |
| Jianwei Zhou, Juan Zou, Shengxiang Yang, Gan Ruan, Junwei Ou and Jinhua Zheng | |
| Xiangtan University, China; De Montfort University, United Kingdom | |
| 11:40AM | Self-Adaptive Sampling in Noisy Multi-objective Optimization [#1263] |
| Pratyusha Rakshit, Amit Konar and Atulya K Nagar | |
| Jadavpur University, India; Liverpool Hope University, United Kingdom | |
| 12:00PM | A New Self-Organizing Map with Continuous Learning Capability [#1495] |
| Hiroomi Hikawa, Hidetaka Ito and Yutaka Maeda | |
| Kansai University, Japan |
IEEE Symposium on Computational Intelligence in Internet of Everything','Session CIIoEt-2: IEEE Symposium on Computational Intelligence in Internet of Everything
Room: Ceres, Chair: Neha Bharill, Farookh Hussain
| 11:20AM | A Novel Approach of Neural Topic Modelling for Document Clustering [#1455] |
| Sandhya Subramani, Vaishnavi Sridhar and Kaushal Shetty | |
| BMS College of Engineering, India; BMS Institute of Technology, India; Sri Jayachamrajendra College of Engineering, India | |
| 11:40AM | Scaled and Projected Spectral Clustering with Vector Quantization for Handling Big Data [#1531] |
| Vishal Nemade, Aditya Shastri, Kapil Ahuja and Aruna Tiwari | |
| Indian Institute of Technology Indore, India | |
| 12:00PM | Classification of seizure and seizure-free EEG signals using Hjorth parameters [#1516] |
| M. Tanveer, R.B. Pachori and N.V. Angami | |
| Indian Institute of Technology Indore, India | |
| 12:20PM | Breast Cancer Diagnosis using Simultaneous Feature Selection and Classification: A Genetic Programming Approach [#1518] |
| Harshit Bhardwaj, Aditi Sakalle, Aruna Tiwari, Madhushi Verma and Arpit Bhardwaj | |
| Dronacharya Group of Institutions, Greater Noida, India; Acropolis Technical Campus, Indore, India; IIT - Indore, Indore, India; Bennett University, Greater Noida, India | |
| 12:40PM | Fusion based En-FEC Transfer Learning Approach for Automobile Parts Recognition System [#1374] |
| Mukesh Prasad, Shantanu Rajora, Deepak Gupta, Yousef-Awwad Daraghmi, Eman Daraghmi, Pranay Yadav, Prayag Tiwari and Amit Saxena | |
| university of technology Sydney, Australia; Delhi Technological University, India; National Institute of Technology, India; Palestine Technical University-Kadoorie, Palestine; Ultra-Light Technology, India; University of Padova, Italy; Guru Ghasidas Vishwavidyalaya, India |
IEEE Symposium on Computational Intelligence in Robotics Rehabilitation and Assistive Technologies','Session CIR2AT: IEEE Symposium on Computational Intelligence in Robotics Rehabilitation and Assistive Technologies
Room: Neptune, Chair: Guilherme N. DeSouza
| 11:20AM | A CPG-Inspired Assist-As-Needed Controller for an Upper-Limb Rehabilitation Robot [#1391] |
| Liang Peng, Chen Wang, Lincong Luo, Sheng Chen, Zeng-Guang Hou and Weiqun Wang | |
| Institute of Automation, Chinese Academy of Sciences, China |
IEEE Symposium on Model-Based Evolutionary Algorithms','Session MBEA: IEEE Symposium on Model-Based Evolutionary Algorithms
Room: Mars, Chair: Jose A. Lozano
| 11:20AM | Synthesis of Neural Networks using Entangled Neurons [#1329] |
| Aman Priyadarshi, Aastha Gupta and Swati Aggarwal | |
| Division of Computer Engineering, Netaji Subhash Institue of Technology, Delhi, India | |
| 11:40AM | A Pinball loss based Extreme Learning Machine for pattern classification [#1402] |
| Pritam Anand, Reshma Rastogi and Amisha Bharti | |
| Faculty of Mathematics and Computer Science,\\\\ South Asian University, New Delhi-110021,, India; Former student, Faculty of Mathematics and Computer Science,\\\\ South Asian University, New Delhi-110021,, India | |
| 12:00PM | Model-Based Stochastic Search for Large Scale Optimization of Multi-Agent UAV Swarms [#1481] |
| David Fan, Evangelos Theodorou and John Reeder | |
| Georgia Institute of Technology, United States; SPAWAR Systems Center Pacific, United States |
IEEE Symposium on Evolving and Autonomous Learning Systems','Session EALS-2: IEEE Symposium on Evolving and Autonomous Learning Systems
Room: Pluto, Chair: Hani Hagras, Suresh Sundaram
| 11:20AM | Enabling Field Force Operational Sustainability: A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Goal-Driven Simulation [#1229] |
| Emmanuel Ferreyra, Hani Hagras, Mathias Kern and Gilbert Owusu | |
| University of Essex, United Kingdom; BT, United Kingdom | |
| 11:40AM | A Meta-cognitive Recurrent Fuzzy Inference System with Memory Neurons (McRFIS-MN) and its Fast Learning Algorithm for Time Series Forecasting [#1111] |
| Subhrajit Samanta, Shubhangi Ghosh and Suresh Sundaram | |
| PhD student, ERIAN-Interdisciplinary Graduate School, Nanyang Technological Universit, Singapore; Undergraduate student, Indian Institute of Technology Madras, India; Associate Professor, SCSE, Nanyang Technological University, Singapore | |
| 12:00PM | Insensitive Zone based Pinball Loss Twin Support Vector Machine for Pattern Classification [#1466] |
| Sweta Sharma and Reshma Rastogi | |
| South Asian University, India | |
| 12:20PM | Maximum Margin Minimum Variance Twin Support Vector Machine [#1215] |
| Sweta Sharma and Reshma Rastogi | |
| South Asian University, India | |
| 12:40PM | Modelling Human Movements with Turing Learning [#1203] |
| Alessandro Zonta, S. K. Smit, Evert Haasdijk and A. E. Eiben | |
| Vrije Universiteit Amsterdam, Netherlands; TNO, Netherlands | |
| 1:00PM | Towards Evolving Cooperative Mapping for Large-Scale UAV Teams [#1349] |
| Elnaz Shafipour, Plamen Angelov, Leandro Soriano Marcolino, Georgios Tsianakas and Elnaz Shafipour | |
| School of Computing and Communications - Lancaster University, United Kingdom |
IEEE Symposium on Computational Intelligence for Human-like Intelligence','Session CIHLI-2: IEEE Symposium on Computational Intelligence for Human-like Intelligence
Room: Grand Ballroom 2, Chair: Marcin Wozniak, Adrian Horzyk
| 11:20AM | Learning Correlations and Causalities through an Inductive Bootstrapping Process [#1074] |
| Xiwen Yang and Seng-Beng Ho | |
| AI Programme, Agency for Science, Technology and Research, Singapore; Institute of High Performance Computing, Singapore | |
| 11:40AM | An Experience with Multi-sensor Robot for Adaptive Human Sensing [#1441] |
| Sonia Sonia, Prateek Vij and Rashmi Dutta Baruah | |
| Indian Institute of Technology Guwahati, India | |
| 12:00PM | Visual Counseling Agent and its Evaluation [#1257] |
| Yoshitaka Sakurai, Yukino Ikegami, Motoki Sakai, Hiroshi Fujikawa, Setsuo Tsuruta, Avelino J. Gonzalez, Eriko Sakurai, Ernesto Damiani, Andrea Kutics and Rainer Knauf | |
| Meiji University, Japan; IO Inc., Japan; Tokyo Denki University, Japan; University of Central Florida, United States; Bunri University of Hospitality, Japan; University of Milan, Italy; International Christian University, Japan; Ilmenau University of Technology, Germany | |
| 12:20PM | Study on Remote Sensing Image Vegetation Classification Method Based on Decision Tree Classifier [#1153] |
| Wei Wei, Xiaohua Li, Junzhe Liu, Dawid Polap and Marcin Wozniak | |
| School of Computer Science and Engineering, Xi\'an University of Technology, China; Institute of Mathematics, Silesian University of Technology, Poland | |
| 12:40PM | Chest radiographs segmentation by the use of nature-inspired algorithm for lung disease detection [#1154] |
| Dawid Polap, Marcin Wozniak, Robertas Damasevicius and Wei Wei | |
| Institute of Mathematics, Silesian University of Technology, Poland; Software Engineering Department, Kaunas University of Technology, Lithuania; School of Computer Science and Engineering, Xi\'an University of Technology, China |
IEEE Symposium on Computational Intelligence for Financial Engineering and Economics','Session CIFEr-4: IEEE Symposium on Computational Intelligence for Financial Engineering and Economics
Room: Grand Ballroom 1, Chair: G A Vijayalakshmi Pai, Ruppa Tulsiram
| 11:20AM | Optimization of Dynamic Prices for Electric Vehicle Charging Considering Fairness [#1093] |
| Steffen Limmer and Manuel Dietrich | |
| Honda Research Institute Europe GmbH, Germany | |
| 11:40AM | Agent-Based Model Exploration of Latency Arbitrage in Financial Markets [#1311] |
| Matthew Duffin and John Cartlidge | |
| University of Bristol, United Kingdom | |
| 12:00PM | Bank Contagion Risk through Fire-Sales: A Heterogeneous Agent Model [#1356] |
| Xingjia Zhang, Cheuk Yin Jeffrey Mo and Steve Y. Yang | |
| Stevens Institute of Technology, United States | |
| 12:20PM | A Differential Evolution Approach for the Reliability Constrained Unit Commitment Problem [#1069] |
| Vasilios Tsalavoutis, Constantinos Vrionis, Athanasios Tolis and Dimitrios Plataniotis | |
| School of Mechanical Engineering, National Technical University of Athens, Greece | |
| 12:40PM | Dynamic Particle Swarm Optimization for Financial Markets [#1188] |
| Frederick Ditliac Atiah and Marde Helbig | |
| University of Pretoria, South Africa |
IEEE Symposium on Computational Intelligence in Internet of Everything','Session CIIoEt-3: IEEE Symposium on Computational Intelligence in Internet of Everything
Room: Ceres, Chair: Farookh Hussain, Neha Bharill
| 2:00PM | Data Leakage Detection in cloud using Watermarking Technique. [#1028] |
| Riya Naik and Manisha Naik Gaonkar | |
| Student, India; Assistant professor, India | |
| 2:20PM | Novel Evaluation Methodology For Machine Learning Algorithms Through API Creation [#1039] |
| Soumya Amritha Kirthi, Dr H N Suma and Kantha Lakshmi Krishna Kumar | |
| PG Scholar BMSCE, India; Professor Dept. of ML, BMSCE, India; Architect, SIG-Analytics, India |
IEEE Symposium on Computational Intelligence in E-governance','Session CIEG: IEEE Symposium on Computational Intelligence in E-governance
Room: Mars, Chair: Zhuo Sun
| 2:00PM | Enhanced Correlation Matrix Based Visualization for Multi- and Many-objective Optimization [#1493] |
| Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin and Kalyanmoy Deb | |
| University of Ontario Institute of Technology, Canada; Michigan State University, United States | |
| 2:20PM | An Automated Gradient Enhanced Bat Algorithm [#1058] |
| Prashanth Reddy and Ranjan Ganguli | |
| Indian Institute of Science, India |
Session CIIoEt-3: IEEE Symposium on Computational Intelligence in Internet of Everything
Room: Ceres, Chair: Farookh Hussain, Neha Bharill
| 2:00PM | Data Leakage Detection in cloud using Watermarking Technique. [#1028] |
| Riya Naik and Manisha Naik Gaonkar | |
| Student, India; Assistant professor, India | |
| 2:20PM | Novel Evaluation Methodology For Machine Learning Algorithms Through API Creation [#1039] |
| Soumya Amritha Kirthi, Dr H N Suma and Kantha Lakshmi Krishna Kumar | |
| PG Scholar BMSCE, India; Professor Dept. of ML, BMSCE, India; Architect, SIG-Analytics, India |
Session CIEG: IEEE Symposium on Computational Intelligence in E-governance
Room: Mars, Chair: Zhuo Sun
| 2:00PM | Enhanced Correlation Matrix Based Visualization for Multi- and Many-objective Optimization [#1493] |
| Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin and Kalyanmoy Deb | |
| University of Ontario Institute of Technology, Canada; Michigan State University, United States | |
| 2:20PM | An Automated Gradient Enhanced Bat Algorithm [#1058] |
| Prashanth Reddy and Ranjan Ganguli | |
| Indian Institute of Science, India |