Conference Proceedings

 

 

Wednesday, December 7, 2016

 

8:30 –8:45                 Opening Session, Room Olympia

Chair: Stefanos Kollias, Yaochu Jin

 

8:45 – 9:45                Plenary 1, Room Olympia

Computational Intelligence for Brain Computer Interface, CT Lin, Uni. of Tech. Sydney

Chair: Stefanos Kollias

 

9:45 – 10:00            Coffee break

 

10:00 – 12:00      CIASG Session 1, Room 1A

                                     Chairs: Kumar Venayagamoorthy, Stefano Squartini               

        

10:00 – 10:20          Andreia Carreiro, Carlos Henggeler Antunes and Humberto Jorge, Assessing the robustness of solutions to a multi-objective model of an energy management system aggregator

10:20 – 10:40           Roberto Bonfigli, Emanuele Principi, Stefano Squartini, Marco Fagiani, Marco Severini and Francesco Piazza, User-aided Footprint Extraction for Appliance Modelling in Non-Intrusive Load Monitoring

10:40 – 11:00          Lekhnath Kafle and Zhen Ni, Fuzzy Logic Adjustment for Power Sharing in Wind and PV-based Isolated Microgrid

11:00 – 11:20          Jörg Bremer and Sebastian Lehnhoff, A Hybrid CMA-ES Approach for Distributed Grid Compliant Energy Scheduling

11:20 – 11:40         Pramod Herath and G Kumar Venayagamoorthy, A Service Provider Model for Demand Response Management

11:40 – 12:00          Md Rahman and Ganesh Venayagamoorthy, Power System Distributed Dynamic State Prediction

 

10:00 – 12: 00         SIS Session 1, Room 1B

                                     Chairs: Sanaz Mostaghim, Christopher Cleghorn

 

10:00 – 10:20          Kostas Hatalis, Basel Alnajjab, Shalinee Kishore, Rick Blum and Alberto Lamadrid, Particle Swarm Based Model Exploitation for Parameter Estimation of Wave Realizations

10:20 – 10:40           Leonardo Rundo, Andrea Tangherloni, Carmelo Militello, Maria Carla Gilardi and Giancarlo Mauri, Multimodal Medical Image Registration Using Particle Swarm Optimization: A Review

10:40 – 11:00          Rollie Goodman, Monica Thornton, Shane Strasser and John Sheppard, MICPSO: A Method for Incorporating Dependencies into Discrete Particle Swarm Optimization

11:00 – 11:20          Sanaz Mostaghim, Christoph Steup and Fabian Witt, Energy Aware Particle Swarm Optimization as Search mechanism for Aerial Micro-robots

11:20 – 11:40          Christiaan Scheepers and Andries Engelbrecht, Vector Evaluated Particle Swarm Optimization Archive Management: Pareto Optimal Front Diversity Sensitivity Analysis

11:40 – 12:00          Christopher Cleghorn and Andries Engelbrecht, Particle Swarm Optimizer: The Impact of Unstable Particles on Performance

 

10:00 – 12:00      CiFER Session 1, Room 2A

                                     Chairs: Robert Golan, Nikos Loukeris

 

10:00 – 10:20          Takanobu Mizuta, Yoshito Noritake, Satoshi Hayakawa and Kiyoshi Izum, Affecting Market Efficiency by Increasing Speed of Order Matching Systems on Financial Exchanges – Investigation using Agent Based Model

10:20 – 10:40           Radu Pruna, Maria Polukarov and Nicholas Jennings, An Asset Pricing Model with Loss Aversion and its Stylized Facts

10:40 – 11:00          Amer Bakhach, Edward P K Tsang, Wing Lon Ng and V L Raju Chinthalapati, Backlash Agent: A Trading Strategy Based On Directional Change

11:00 – 11:20          Xiaodi Zhu, Steve Y. Yang and Somayeh Moazeni, Firm Risk Identification Through Topic Analysis of Textual Financial Disclosures

11:20 – 11:40         Aparna Gupta, Majeed Simaan and Mohammed Zaki, Investigating Bank Failures Using Text Mining

11:40 – 12:00          Quetzali Madera, Oscar Castillo, Mario Garcia Valdez and Alejandra Mancilla, Interactive Evolutionary Computation with Adaptive Mutation for Increasing the Effectiveness of Advertisement Texts

 

10:00 – 12: 00 MCDM Session 1, Room 2B

                                     Chairs: Kaisa Miettinen and Sanaz Mostaghim

 

10:00 – 10:20          Heiner Zille, Hisao Ishibuchi, Sanaz Mostaghim and Yusuke Nojima, Mutation Operators based on Variable Grouping for Multi-objective Large-scale Optimization      

10:20 – 10:40           Junko Hutahaean, Vasily Demyanov and Mike Christie, Many-Objective Optimization Algorithm Applied to History Matching

10:40 – 11:00          Sami Kaddani, Satya Tamby, Daniel Vanderpooten and Jean-Michel Vanpeperstraete, Partial Preference Models Using Translated Cones in Multi-Objective Optimization

11:00 – 11:20          Maroi Agrebi, Mourad Abed and Mohamed Nazih Omri, A new multi-actor multi-attribute decision-making method to select the distribution centers’ location

11:20 – 11:40         Jussi Hakanen, Tinkle Chugh, Karthik Sindhya, Yaochu Jin and Kaisa Miettinen, Connections of Reference Vectors and Different Types of Preference Information in Interactive Multiobjective Evolutionary Algorithms

11:40 – 12:00          Maria João Alves and Carlos Henggeler Antunes, An illustration of different concepts of solutions in semivectorial bilevel programming

 

 

10:00 – 12: 00 FASLIP Session 1, Room 3A

                                     Chairs: Tomoyuki Hiroyasu, Supratik Mukhopadhyay

 

10:00 – 10:20          Manohar Karki, Saikat Basu, Robert Dibiano, Supratik Mukhopadhyay, Jerry Weltman and Malcolm Stagg, A Symbolic Framework for Recognizing Activities in Full Motion Surveillance Videos

10:20 – 10:40           Yuta Ichikawa, Shuji Tashiro, Hidetaka Ito and Hiroomi Hikawa, Real Time Gesture Recognition System with Gesture Spotting Function

10:40 – 11:00          Michał Dolecki, Paweł Karczmarek, Adam Kiersztyn and Witold Pedrycz, Utility Functions as Aggregation Functions in Face Recognition

11:00 – 11:20          Arjun Yogeswaran and Pierre Payeur, Biasing Restricted Boltzmann Machines using Gaussian Filters to Learn Invariant Visual Features

11:20 – 11:40         Rihab Ben Ameur, Lionel Valet and Didier Coquin, A Fusion System for Tree Species Recognition Through Leaves and Barks

11:40 – 12:00          Satoru Hiwa, Yuuki Kohri, Keisuke Hachisuka and Tomoyuki Hiroyasu, Region-of-Interest Extraction of fMRI data using Genetic Algorithms

 

 

10:00 – 12: 00 CIES Session 1, Room 3B

                                     Chairs: Catherine Huang and Vladik Kreinovich

 

10:00 – 10:20          Ingrid Kovacs, Alexandra Iosub, Marina Topa, Andi Buzo and Georg Pelz, A Novel Entropy-Based Sensitivity Analysis Approach for Complex Systems

10:20 – 10:40           Christian Braune and Rudolf Kruse, Fuzzy Density Based Clustering with Generalized Centroids

10:40 – 11:00          Hannes Klee, Michael Buchholz, Torben Materna and Klaus Dietmayer, Towards Generic Communication Interfaces of Existing Applications

11:00 – 11:20          Christos Varytimidis, Georgios Tsatiris, Konstantinos Rapantzikos and Stefanos Kollias, A systemic approach to automatic metadata extraction from multimedia content

11:20 – 11:40         Matthias Gringard and Andreas Kroll, On the parametrization of APRBS and multisine test signals for the identification of nonlinear dynamic TS-models

11:40 – 12:00          Anthony Welte, Luc Jaulin, Martine Ceberio and Vladik Kreinovich, Robust Data Processing in the Presence of Uncertainty and Outliers: Case of Localization Problems

 

10:00 – 12: 00          CIHLI Session 1, Special Session on “Multitasking and Knowledge Transfer in Evolutionary Computation”

                                     Room 4A

                                     Chairs: Ramon Sagarna, Yew-Soon Ong

 

10:00 – 10:20          Abhishek Gupta and Yew-Soon Ong, Genetic Transfer or Population Diversification? Deciphering the Secret Ingredients of Evolutionary Multitask Optimization

10:20 – 10:40           Lei Zhou, Liang Feng, Jinghui Zhong, Siwei Jiang, Yew-Soon Ong, Zexuan Zhu and Edwin Sha, Evolutionary Multitasking in Combinatorial Search Spaces: A Case Study in Capacitated Vehicle Routing Problem

10:40 – 11:00          Ramon Sagarna and Yew Soon Ong, Concurrently Searching Branches in Software Tests Generation through Multitask Evolution

11:00 – 11:20          Xiying Du, Mengchen Ji, Zhengyang Li and Bo Liu, Scheduling of Stochastic Distributed Assembly Flowshop under Complex Constraints

11:20 – 11:40         Dawid Połap and Marcin Woźniak, On manipulation of initial population search space in heuristic algorithm through the use of parallel processing approach

11:40 – 12:00          Joe Allen and Ron Sun, Emotion Contagion in a Cognitive Architecture

 

10:00 – 12: 00 CIVTS Session 1, Room 4B

                                     Chairs: Tobias Rodemann, Rémi Delassus

 

10:00 – 10:20          Tobias Rodemann, Lars Graening and Ken Nishikawa, Automatic Energy Management Controller Design for Hybrid Electric Vehicles

10:20 – 10:40           Touihri Alaa, Dridi Olfa and Krichen Saoussen, A multi Operator Genetic Algorithm For Solving The Capacitated Vehicle Routing Problem with Cross-Docking Problem

10:40 – 11:00          Rémi Delassus, Romain Giot, Raphaël Cherrier, Gabriele Barbieri and Guy Melançon, Broken Bikes Detection Using CitiBike Bikeshare System Open Data

11:00 – 11:20          Bernhard Schlegel and Bernhard Sick, Design and optimization of an autonomous feature selection pipeline for high dimensional, heterogeneous feature spaces

11:20 – 11:40         Yifu Liu, Paul Watta, Bochen Jia and Yi, Murphey, Contextual Vehicle Position Detection using V2V Communication with Application to Pre-crash Detection and Warning

11:40 – 12:00          Hamzah Al Najada and Imad Mahgoub, Anticipation and Alert System of Congestions and Accidents in VANET Using Big Data Analysis for Intelligent Transportation Systems

 

10:00 – 12: 00          ADPRL Session 1, Special Session on “New daptive dynamic programming and reinforcement learning approaches for smart and complex cyber-physical systems”,

Room Olympia

                                     Chairs: Zhen Ni, Hao Xu

 

10:00 – 10:20          Hao Xu, Finite Horizon Optimal Control and Communication Co-design for Uncertain Networked Control System with Transmit Power Constraint

10:20 – 10:40           Avijit Das, Zhen Ni and Xiangnan Zhong, Near Optimal Control for Microgrid Energy Systems Considering Battery Lifetime Characteristics

10:40 – 11:00          Gokhan Cetin, M.Sami Fadali and Hao Xu, Model-free Q-learning Optimal Resource Allocation in Uncertain Communication Networks

11:00 – 11:20          Dongbin Zhao, Haitao Wang, Kun Shao and Yuanheng Zhu, Deep Reinforcement Learning with Experience Replay Based on SARSA

11:20 – 11:40         Tommaso Mannucci and Erik-Jan van Kampen, A Hierarchical Maze Navigation Algorithm with Reinforcement Learning and Mapping

11:40 – 12:00          Arryon Tijsma, Madalina Drugan and Marco Wiering, Comparing Exploration Strategies for Q-learning in Random Stochastic Mazes

 

12:00 – 13:00      Lunch break

 

13:00 – 14:00           Plenary 2, Room Olympia

Smart Buildings: a Platform for Computational Intelligence, Marios Polycarpou, Univ. of Cyprus

                            Chair: Andreas Stafylopatis

 

14:00 – 16:00           CIASG Session 2, Special Session on “Intelligent management of micro grids and buildings”

Room 1A

                                     Chairs: Zita Vale and Oscar Garcia

 

14:00 – 14:20          Quoc-Tuan Tran, Ngoc-An Luu and Tung Lam Nguyen, Optimal Energy Management Strategies of Microgrids

14:20 – 14:40           Filipe Fernandes, Douglas Alves, Tiago Pinto, Fabricio Takigawa, Rubipiara Fernandes, Hugo Morais, Zita Vale and Nelson Kagan, Intelligent Energy Management using CBR: Brazilian Residential Consumption Scenario

14:40 – 15:00          Eugenia Vinagre, Juan Francisco De Paz Santana, Tiago Pinto, Zita Vale, Juan M. Corchado and Oscar Garcia, Intelligent Energy Forecasting based on the Correlation between Solar Radiation and Consumption patterns

15:00 – 15:20          Dyego de Campos, Edison A. C. Aranha Neto, Rubipiara C. Fernandes, Ines Hauer and André Richter, Optimal tariff system for integration of distributed resources based on a comparison of Brazil's and Germany's system   

15:20 – 15:40         Isabel Praça, Joao Soares, Luis Gomes, Eugenia Vinagre, Zita Vale and Lamya Abdeljalil Belhaj, Shared Intelligence for smart grids management - An EVeSSi scenario for the Profitability of EV Frequency regulation in France

15:40 – 16:00          João Spinola, Pedro Faria and Zita Vale, Energy Resource Aggregator Managing Active Consumer Demand Programs

 

 

14:00 - 16:00            SIS Session 2, Room 1B

                                     Chairs: Jun Zhang, Antonino Di Stefano

 

14:00 – 14:20           Emer Bernal, Oscar Castillo and Jose Soria, A fuzzy logic approach for dynamic adaptation of parameters in galactic swarm optimization       

14:20 – 14:40           Mohammed El-Abd, Cooperative Coevolution using The Brain Storm Optimization Algorithm

14:40 – 15:00          Frank Vanhoenshoven, Gonzalo Nápoles, Mathijs Creemers, Maikel Leon Espinosa and Koen Vanhoof, Analyzing the Impact of the Adaptive Clearing Mechanism on Algorithm Accuracy

15:00 – 15:20          Wen Shi, Wei-Neng Chen, Qiang Yang and Jun Zhang, A Multi-optimizer Cooperative Coevolution Method for Large Scale Optimization

15:20 – 15:40         Antonino Di Stefano, Alessandro Vitale, Vincenzo Cutello and Mario F. Pavone, How long should Offspring Lifespan be in order to obtain a proper exploration?

15:40 – 16:00          Mehmet D. Erbas, On the Mechanisms of Imitation in Multi-Agent Systems

 

14:00 – 16:00           CiFER Session 2, Room 2A

                                     Chairs: Robert Golan, Nikos Loukeris

 

14:00 – 14:20          Vasilios Tsalavoutis, Constantinos Vrionis and Athanasios Tolis, An Enhanced Real Coded Approach for the Optimization of the Unit Commitment Problem

14:20 – 14:40           José M. Merigó, Fabio Blanco, Anna Maria Gil Lafuente and Ronald Yager, A Bibliometric Analysis of the First Thirty Years of the International Journal of Intelligent Systems

14:40 – 15:00          Petrônio Silva, Frederico Guimarães and Hossein Sadaei, Interval Forecasting with Fuzzy Time Series

15:00 – 15:20          Nalan Basturk, Rui Jorge Almeida, Robert Golan and Uzay Kaymak, Multivariate Time-Varying Volatility Modeling using Probabilistic Fuzzy Systems

15:20 – 15:40         Víctor Gerardo Alfaro-García, José María Merigó Lindahl and Anna Maria Gil-Lafuente, Induced Generalized Ordered Weighted Logarithmic Aggregation Operators

15:40 – 16:00           Hsin-Tsung Peng, William Hsu, Jan-Ming Ho and Min-Ruey Yu, Homomorphic Encryption Application on FinancialCloud FrameworK

 

 

 

14:00 – 16:00           DL, Room 2B

                                     Chairs: Dongbin Zhao, Milos Manic

 

14:00 – 14:20          Le Lv, Dongbin Zhao and Qingqiong Deng, Image Clustering Based on the Deep Sparse Representations

14:20 – 14:40           Emmanuel Okafor, Pornntiwa Pawara, Faik Karaaba, Olarik Surinta, Valeriu Codreanu, Lambert Schomaker and Marco Wiering, Comparative Study Between Deep Learning and Bag of Visual Words for Wild-Animal Recognition

14:40 – 15:00          Zongqing Lu, Wenjian Zhang and Qingmin Liao, Pedestrian Detection Aided by Scale-Discriminative Network

15:00 – 15:20          Stanislau Semeniuta and Erhardt Barth, Image Classification with Recurrent Attention Models

15:20 – 15:40         Savitha Ramasamy, Kit Yan Chuan, Phyo Phyo San, Sai Ho Ling and Suresh Sundaram, A Hybrid Deep Boltzmann Functional Link Network for Classification Problems

 

 

14:00 – 16:00           FASLIP Session 2, Room 3A

                                     Chairs: Bing Xue, Angelo Menezes

 

14:00 – 15:00          Keynote Speech

Feature Grouping in Big Dimensionality, Yew Soon Ong

15:00 – 15:20          Andrew Lensen, Bing Xue and Mengjie Zhang, Particle Swarm Optimisation Representations for Simultaneous Clustering and Feature Selection

15:20 – 15:40         Gracieth Batista, Washington Silva and Angelo Menezes, Automatic Speech Recognition Using Support Vector Machine and Particle Swarm Optimization

15:40 – 16:00           Bing Xue, Mitchell Lane, Ivy Liu and Mengjie Zhang, Dimension Reduction in Classification using Particle Swarm Optimisation and Statistical Variable Grouping Information

 

 

14:00 – 16:00           IA, Room 3B

                                     Chairs: Diego de Siqueira Braga, Alain-Jérôme Fougeres

 

14:00 – 14:20          Franz Pieper and Sanaz Mostaghim, Influence of Dynamic Environments on Agent Strategies

14:20 – 14:40           Johannes Ponge, Diego de Siqueira Braga, Dennis Horstkemper, Bernd Hellingrath, Stephan Ludwig and Fernando Buarque de Lima Neto, Automated Scalable Modeling for Population Microsimulations

14:40 – 15:00          Alain-Jérôme Fougeres, From quantum cognition to quantum agents: illustration of the superposition state property

15:00 – 15:20          Carlos Alberto Severiano Junior, Frederico Gadelha Guimarães and Miri Weiss Cohen, Very short-term solar forecasting using multi-agent system based on extreme learning machines and data clustering

15:20 – 15:40         Branko Miloradovic, Baran Çürüklü and Mikael Ekström, A genetic planner for mission planning of cooperative agents in an underwater environment

15:40 – 16:00           Mahdi Moeini, Daniel Schermer and Oliver Wendt,  Swarm of Agents for Guarding an Art Gallery: A Computational Study

 

14:00 - 16:00            ICES Session 1, Room 4A

                                     Chairs: Gianluca Tempesti, Jim Harkin

 

14:00 – 14:20          Matthew Rowlings, Andy Tyrrell and Martin Trefzer, Hardware Implementation of Social-Insect-Inspired Adaptive Many-Core Task Allocation

14:20 – 14:40           Žiga Rojec, Árpád Bűrmen and Iztok Fajfar, An Evolution-Driven Analog Circuit Topology Synthesis

14:40 – 15:00          Jan Nevoral, Richard Ruzicka and Vojtech Mrazek, Evolutionary Design of Polymorphic Gates Using Ambipolar Transistors

15:00 – 15:20          Lukas Sekanina, Filip Vaverka and Radek Hrbacek,  Evolving Component Library for Approximate High Level Synthesis

15:20 – 15:40         Zdenek Vasicek, Vojtech Mrazek and Lukas Sekanina, Evolutionary Functional Approximation of Circuits Implemented into FPGAs

15:40 – 16:00           Colin Bonney, Pedro Campos, Nizar Dahir and Gianluca Tempesti, Fault Tolerant Task Mapping on Many-Core Arrays

 

14:00 – 16:00           CIDM Session 1, Room 4B

                                     Chairs: Marcin Woźniak, Dionisis Margaris

 

14:00 – 14:20          Robertas Damasevicius, Remigijus Valys and Marcin Woźniak, Intelligent tagging of online texts using fuzzy logic

14:20 – 14:40           Xiaodi Huang, Weidong Huang and Wei Lai, UIP: Estimating True Rating Scores of Services through Online User Communities

14:40 – 15:00          Abdulrahman Al-Molegi, Mohammed Jabreel and Baraq Ghaleb, STF-RNN: Space Time Features-based Recurrent Neural Network for Predicting People Next Location

15:00 – 15:20          Dionisis Margaris and Costas Vassilakis, Pruning and Aging for User Histories in Collaborative Filtering

15:20 – 15:40         Hojjat Salehinejad and Shahryar Rahnamayan, Customer Shopping Pattern Prediction: A Recurrent Neural Network Approach

15:40 – 16:00           Ali Idri and Ibtissam Abnane, Evaluating Fuzzy Analogy with Incomplete Software Projects data

 

14:00 – 16:00           CICS Session 1, Room Olympia

                                     Chairs: Dipankar Dasgupta, Madalina Drugan

 

14:00 – 14:20          Julio Navarro-Lara, Pierre Parrend and Aline Deruyver, Morwilog: an ACO-based System for Outlining Multi-Step Attacks       

14:20 – 14:40          Saeed M. Alqahtani and Robert John, A Comparative Study of Different Fuzzy Classifiers for Cloud Intrusion Detection Systems’ Alerts

14:40 – 15:00          Madalina Drugan, A Bayesian model for anomaly detection in SQL databases for security systems

15:00 – 15:20         Hanan Hibshi, Travis D. Breaux and Christian Wagner, Improving Security Requirements Adequacy: An Interval Type 2 Fuzzy Logic Security Assessment System       

15:20 – 15:40           Nitin Naik, Big Data Security Analysis Approach Using Computational Intelligence Techniques in R for Desktop Users

 

16:00 – 16:15           Coffee break

 

16:15 – 18:15           CiDUE Session 1, Room 1A

                                     Chairs: Robi Polikar, Shengxiang Yang

 

16:15 – 16:35           Marta Vallejo and David Corne,  Evolutionary Algorithms under Noise and Uncertainty: a location-allocation case study

16:35 – 16:55           Xingguang Peng and Zhe Shi, Finding Informative Collaborators for Cooperative Co-evolutionary Algorithms Using a Dynamic Multi-population Framework

16:55 – 17:15           Loukia Karanikola and Isambo Karali, Dempster-Shafer Logical Model for Fuzzy Description Logics

17:15 – 17:35           Aman Soni, Peter Lewis and Aniko Ekart, Offline and Online Time in Sequential Decision-Making Problems

17:35 – 17:55           Muhammad Umer, Christopher Frederickson and Robi Polikar, Learning Under Extreme Verification Latency Quickly: FAST COMPOSE

17:55 – 18:15           Shaaban Sahmoud and Haluk Topcuoglu, Sensor-Based Change Detection Schemes for Dynamic Multi-Objective Optimization Problems

 

16:15 – 18:15           CIR2AT, Room 1B

                                     Chairs: Georgios Kouroupetroglou, Konstantinos Tsiakas

 

16:15 – 16:35           Eleni Efthimiou, Stavroula-Evita Fotinea, Theodore Goulas, Maria Koutsombogera, Panagiotis Karioris, Anna Vacalopoulou, Isidoros Rodomagoulakis, Petros Maragos, Costas Tzafestas, Yiannis Koumpouros, Alexandra Karavasili, Panagiotis Siavelis, Foteini Koureta and Despoina Alexopoulou, The MOBOT Rollator Human-Robot Interaction Model and User Evaluation Process

16:35 – 16:55           Otilia Kocsis, Lukas Smirek, Ignacio Peinado, Eva de Lera, Till Riedel, Gottfried Zimmermann, Nadia Fendrich and Gregg Vanderheiden, DSpace: an Inclusive Repository for Cost-Efficient Development of Accessible Control Interfaces

16:55 – 17:15           Jim Torresen, Andreas Høyer Iversen and Ralf Greisiger, Data from Past Patients used to Streamline Adjustment of Levels for Cochlear Implant for New Patients

17:15 – 17:35           Rami Khushaba, Ahmed Al-Ani, Ali Al-Timemy and Adel Al-Jumaily, A Fusion of Time-Domain Descriptors for Improved Myoelectric Hand Control

17:35 – 17:55           Tanvir Anwar and Adel Al Jumaily, Estimation of Angle Based on EMG Using ANFIS

17:55 – 18:15           Konstantinos Tsiakas, Maher Abujelala, Alexandros Lioulemes and Fillia Makedon, An Intelligent Interactive Learning and Adaptation Framework for Robot-Based Vocational Training

 

 

16:15 – 18:15           CIEL, Room 2A

                                     Chairs: Yong Liu, Tao Ban

 

16:15 – 16:35           Matthias Sommer, Anthony Stein and Joerg Haehner, Local Ensemble Weighting in the Context of Time Series Forecasting Using XCSF

16:35 – 16:55           Ufuk Yolcu, Yaochu Jin and Erol Egrioglu, An Ensemble of Single Multiplicative Neuron Models for Probabilistic Prediction

16:55 – 17:15           Y. Liu, Negative Selections in Ensemble Learning

17:15 – 17:35           Michael Milliken, Yaxin Bi, Leo Galway and Glenn Hawe, Multi-objective optimization of base classifiers in StackingC by NSGA-II for intrusion detection

17:35 – 17:55           Petar Veličković, Duo Wang, Nicholas D. Lane and Pietro Liò, X-CNN: Cross-modal Convolutional Neural Networks for Sparse Datasets

17:55 – 18:15           Tao Ban and Daisuke Inoue, Feature Subset Selection by SVM Ensemble

 

16:15 – 18:15           CICARE Session 1, Room 2B

                                     Chairs: Michael Lewis, Santosh Tirunagari

 

16:15 – 16:35           Christina Klüver, Steering Clustering of medical data in a Self-Enforcing Network (SEN) with a Cue Validity Factor

16:35 – 16:55           Chao-Hui Huang and Emarene Kalaw, Automated Classification for Pathological Prostate Images using AdaBoost-based Ensemble Learning

16:55 – 17:15           Santosh Tirunagari, Simon Bull, Aki Vehtari, Christopher Farmer, Simon De Lusignan and Norman Poh, Automatic Detection of Acute Kidney Injury Episodes from Primary Care Data

17:15 – 17:35           Farhana Zulkernine, Daniel Lafreniere, David Barber and Ken Martin, Using Machine Learning to Predict Hypertension from a Clinical Dataset

17:35 – 17:55           Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, David Corne and Michael A. Lones,  Exploring Diagnostic Models of Parkinson's Disease with Multi-Objective Regression

17:55 – 18:15           Anqi Li, Michael Lewis, Christian Lebiere, Katia Sycara, Shehzaman Khatib, Yuqing Tang, Matthew Siedsma and Don Morrison, A Computational Model Based on Human Performance for Fluid Management in Critical Care

 

16:15 – 18:15           MBEA Session 1, Special Session on “Data-Driven Evolutionary Optimization of

Computationally Expensive Problems”

Room 3A

                                     Chairs: Yew Soon Ong, Chaoli Sun

 

16:15 – 16:35           Ahsanul Habib, Hemant Singh and Tapabrata Ray, A Study on the Effectiveness of Constraint Handling Schemes within Efficient Global Optimization Framework

16:35 – 16:55           Samineh Bagheri, Wolfgang Konen and Thomas Bäck, Online Selection of Surrogate Models for Constrained Black-Box Optimization

16:55 – 17:15           Pepijn van Heiningen, Bas van Stein and Thomas Bäck, A Framework for Evaluating Meta-models for Simulation-based Optimisation

17:15 – 17:35           Haibo Yu, Yin Tan, Chaoli Sun, Jianchao Zeng and Yaochu Jin, An Adaptive Model Selection Strategy for Surrogate-Assisted Particle Swarm Optimization Algorithm

17:35 – 17:55           Jie Tian, Yin Tan, Chaoli Sun, Jianchao Zeng and Yaochu Jin, A Self-adaptive Similarity-based Fitness Approximation for Evolutionary Optimization

17:55 – 18:15           Xingyi Zhang, Ye Tian, Ran Cheng and Yaochu Jin, Empirical Analysis of A Tree-based Efficient Non-dominated Sorting Approach for Many-Objective Optimization

 

16:15 – 18:15           FOCI Session 1, Special Session on “Emerging techniques in Computational Intelligence”

Room 3B

                                     Chairs: Swati Aggarwal, Pietro Oliveto

 

16:15 – 16:35           María Pérez Ortiz, Pedro Antonio Gutiérrez, Mariano Carbonero-Ruz and César Hervás-Martínez, Adapting Linear Discriminant Analysis to the Paradigm of Learning from Label Proportions

16:35 – 16:55           Said Broumi, Assia Bakali, Mohamed Talea and Florentin Smarandache, Application of Dijkstra Algorithm for Solving Interval Valued Neutrosphic Shortest Path Problem

16:55 – 17:15           Anna Sergeevna Bosman, Andries Engelbrecht and Marde Helbig, Search Space Boundaries in Neural Network Error Landscape Analysis

17:15 – 17:35           Ilanthenral Kandasamy and Florentin Smarandache, Triple Refined Indeterminate Neutrosophic Sets for Personality Classification

17:35 – 17:55           Stefan Zuin, Manuel Escudero López, Francesc Moll, Antonio Rubio, Ioannis Vourkas and Georgios Sirakoulis, Experience on Material Implication Computing With an Electromechanical Memristor Emulator

17:55 – 18:15           Sander van Rijn, Hao Wang, Matthijs van Leeuwen and Thomas Bäck, Evolving the Structure of Evolution Strategies

 

16:15 – 18:15           CICA Session 1, Room 4A

                                     Chairs: Benson Christalin, Yoshihiko Miyasato

 

16:15 – 16:35           Enso Ikonen, Kaddour Najim and Alfonso Garcia-Cerezo, MacPherson suspension system modeling and control with MDP

16:35 – 16:55           Adèle Boche, Jean-Loup Farges and Henry De Plinval, A continuous and discrete framework for reconfiguration of control of faulty systems

16:55 – 17:15           Yoshihiko Miyasato, Adaptive H-infinity Consensus Control of Euler-Lagrange Systems on Directed Network Graph

17:15 – 17:35           Wufan Wang, Xiaming Yuan and Jihong Zhu, Automatic PID Tuning via Differential Evolution for Quadrotor UAVs Trajectory Tracking

17:35 – 17:55           Benson Christalin, Michele Colledanchise, Petter Ögren and Richard Murray, Synthesis of Reactive Control Protocols for Switch Electrical Power Systems for Commercial Application with Safety Specifications

17:55 – 18:15           Tsung Hsien Yu, The Closed-Form Solution of the Control Related States of Deficient Gen-Left k-th order System (the essential element of non-sharing subnet) of Petri Nets

 

 

16:15 – 18:15           CIDM Session 2, Room 4B

                                     Chairs: Jose Gamez, Christian Braune

 

16:15 – 16:35           Milan Pospíšil, Vladimír Bartík and Tomáš Hruška, Analyzing Machine Performance Using Data Mining

16:35 – 16:55           Juan A Aledo, Jose Gamez, David Molina and Alejandro Rosete, FSS-OBOP: Feature subset selection guided by a bucket order consensus ranking

16:55 – 17:15           Alexander Dockhorn, Christian Braune and Rudolf Kruse, Variable Density Based Clustering

17:15 – 17:35           Anirudh Alampally, Uday Kiran R, Krishna Reddy P and Masaru Kitsuregawa, Memory Efficient Mining of Periodic-Frequent Patterns in Transactional Databases

17:35 – 17:55           Safouane Cherki, Parisa Rastin, Guénaël Cabanes and Basarab Matei, Improved Sparse Prototyping for Relational K-means

17:55 – 18:15           Ali Idri and Safae Cherradi, Improving Effort Estimation of Fuzzy Analogy using Feature Subset Selection

 

16:15 – 18:15           CIES Session 2, Special Session on “Computational Intelligence in for Industrial Applications”, Room Olympia

                                     Chairs: Catherine Huang and Vladik Kreinovich

 

16:15 – 16:35           Razvan Andonie, Anne Johansen, Amy Mumma, Holly Pinkart and Szilard Vajda, Cost efficient prediction of Cabernet Sauvignon wine quality

16:35 – 16:55           Kailong Liu, Kang Li, Jianhua Zhang and Mingming Lin, Modeling of Organic Rankine Cycle for Waste Heat Recovery Using RBF Neural Networks

16:55 – 17:15           Bruno Cunha, Ana Madureira, Joao Paulo Pereira and Ivo Pereira, Evaluating the Effectiveness of Bayesian and Neural Networks for Adaptive Scheduling Systems

17:15 – 17:35           Ibrahim Hameed, Robin T. Bye and Ottar L. Osen, Grey wolf optimizer (GWO) for Automated Offshore Crane Design

17:35 – 17:55           Ilianna Kollia and Georgios Siolas, Using the IBM Watson Cognitive System in Educational Contexts

17:55 – 18:15           Martin Poellot, Dominic Springer, Ralph Schleifer, Dieter Niederkorn and André Kaup, Identification of Irregular Motion in Automotive Navigation Systems Using Novelty Detection

 

18:15 – 19:00           Poster Session 1, Room Foyer of Olympia,

Chair: Ran Cheng, George Alexandridis

 

Pekka Siirtola, Heli Koskimäki and Juha Röning, Personal models for eHealth - improving user-dependent human activity recognition models using noise injection

 

Heli Koskimäki and Pekka Siirtola, Model Update in Wearable Sensors Based Human Activity Recognition

 

George Moustris and Costas Tzafestas, Intention-Based Front-Following Control for an Intelligent Robotic Rollator in Indoor Environments

 

Dhivyaprabha T T, Subashini P and Krishnaveni M, Computational Intelligence Based Machine Learning Methods For Rule-Based Reasoning In Computer Vision Applications

 

Saeed Mirghasemi, Peter Andreae, Mengjie Zhang and Ramesh Rayudu, Severely Noisy Image Segmentation via Wavelet Shrinkage Using PSO and Fuzzy C-Means

 

Koichi Sato, Junbo Wang and Zixue Cheng, Detecting Real-time Events using Tweets

 

Cheng-Hsiung Hsieh, Chun-Yu Chen and You-Jun Dai, Single Image Dehazing Based on Pixel Minimum Channel

 

Matthias Becker, Larissa Chazette and Helena Szczerbicka, Basic Algorithms for Bee Hive Monitoring and Laser-based Mite Control

 

Hassan Ibrahim, Mahmoud A. Sakr and Walid M. Aly, Metro Timetable optimization From Passenger Perspective Based on Simulation Models And Incomplete Data of Passenger Flow

 

Amjad Ullah, Jingpeng Li, Yindong Shen and Amir Hussain, Genetic optimization of fuzzy membership functions for cloud resource provisioning

 

Thomas Forss and Peter Sarlin, From News to Company Networks: Co-occurrence, sentiment, and information centrality

 

Muddu Madakyaru, Fouzi Harrou and Ying Sun, Improved Anomaly Detection Using Multi-scale PLS and Generalized Likelihood Ratio Test

 

19:30 – 21:00         Reception for Women, Students and Young Professionals in CIS, Panorama Hall

 

Thursday, December 8, 2016

 

8:30 – 9:30            Plenary 3, Room Olympia

                            Cooperative Intelligence - Beyond Autonomy, Bernhard Sendhoff, Honda Res. Inst. Europe

                            Chair: Yaochu Jin

 

9:30 – 10:00          Coffee Break

 

10:00 – 12:00         CISDA Session 1, Room 1A

                                     Chairs: Rafael Falcon, Jason Rhinelander

 

10:00 – 10:20          Anthony Pinar, Joseph Rice, Timothy Havens, Matthew Masarik, Joseph Burns and Derek Anderson, Explosive Hazard Detection with Feature and Decision Level Fusion, Multiple Kernel Learning, and Fuzzy Integrals

10:20 – 10:40           Fred Ma and Slawomir Wesolkowski, Estimating Force Mix Lower Bounds Using a Multi-objective Evolutionary Algorithm

10:40 – 11:00          Robert Hammell, Timothy Hanratty and Sheng Miao, Empirical Study on Combining Complementary and Contradictory Information in a Fuzzy-based System

11:00 – 11:20          Abhinav Anand, Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz, Vincenzo Piuri, Fabio Scotti and Gianluca Sforza, Enhancing Fingerprint Biometrics in Automated Border Control with Adaptive Cohorts

11:20 – 11:40          Jason Rhinelander, Feature Extraction and Target Classification of Side-Scan Sonar Images

11:40 – 12:00          Mustafa Çöçelli and Ethem Arkın, A Threat Evaluation Model for Small-Scale Naval Platforms with Limited Capability

 

 

10:00 – 12:00         ADPRL Session 2, Special Session on “Fundamental Theory and Applications of ADP and Reinforcement Learning to Smart Grid”

Room 1B

                                     Chairs: Qiuye Sun and Marco Wiering

 

10:00 – 10:20          Wang Chong, Frequency Stabilization Design for Interconnected Microgrid based on T-S Fuzzy Model with Multiple Time Delays

10:20 – 10:40           Jingwei Hu, Qiuye Sun and Fei Teng, A Game-Theoretic Pricing Model for Energy Internet in Day-Ahead Trading Market Considering Distributed Generations Uncertainty

10:40 – 11:00          Yihui Zuo and Xiangjun Li, Game Theory Applied in System of Renewable Power Generation with HVDC Out-sending Facilitated by Hundred Megawatts Battery Energy Storage Station

11:00 – 11:20          Qinglai Wei, Ruizhuo Song and Derong Liu, Iterative Q-Learning-Based Nonlinear Optimal Tracking Control

11:20 – 11:40          Suhas Shyamsundar, Tommaso Mannucci and Erik-Jan van Kampen, Reinforcement Learning based Algorithm with Safety Handling and Risk Perception

11:40 – 12:00          Mathijs Pieters and Marco Wiering, Q-learning with Experience Replay in a Dynamic Environment

 

10:00 – 12:00         CIHLI Session 2, Room 2A

                                     Chairs:  Janusz Starzyk, Jacek Mańdziuk

 

10:00 – 10:20          Sébastien Harispe, Jacky Montmain and Massissilia Medjkoune,  Summarizing Conceptual Descriptions using Knowledge Representations

10:20 – 10:40           Seng-Beng Ho and Fiona Liausvia, A Ground Level Causal Learning Algorithm

10:40 – 11:00          Yilan Li, Zhe Li and Qinru Qiu, Assisting Fuzzy Offline Handwriting Recognition Using Recurrent Belief Propagation

11:00 – 11:20          Janusz Starzyk, James Graham and Adrian Horzyk, Trust in Motivated Learning Agents

11:20 – 11:40           Jacek Mańdziuk and Maciej Świechowski,  Simulation-based approach to Vehicle Routing Problem with Traffic Jams

11:40 – 12:00          Adrian Horzyk, Janusz A. Starzyk and Fnu Basawaraj, Emergent creativity in declarative memories

 

10:00 – 12:00         MCDM Session 2, Special Session on “Evolutionary Multi-Objective Optimization”

Room 2B

                                     Chairs: Sanaz Mostaghim, Kaisa Miettinen

 

10:00 – 10:20          Rui Wang, Hisao Ishibuchi, Yan Zhang, Xiaokun Zheng and Tao Zhang, On the effect of localized PBI method in MOEA/D for multi-objective optimization

10:20 – 10:40           Luciano Cruz, Flavia Bernardo, Roberto Freire, Leandro Coelho and Gilberto Reynoso-MezaRBF, Neural Network combined with Self-Adaptive MODE and Genetic Algorithm to Identify Velocity Profile of Swimmers

10:40 – 11:00          Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Han Huang, Zhaoquan Cai and Caiming Wei, An Improved Epsilon Constraint Handling Method Embedded in MOEA/D for Constrained Multi-objective Optimization Problems

11:00 – 11:20          Shouyong Jiang, Shengxiang Yang and Miqing Li, On The Use of Hypervolume for Diversity Measurement of Pareto Front Approximations

11:20 – 11:40          Miriam Pescador-Rojas and Carlos A. Coello-Coello, A Novel Local Search Mechanism Based on the Reflected Ray Tracing Method Coupled to MOEA/D

11:40 – 12:00          Oded Maler and Abhinav Srivastav, Double Archive Pareto Local Search

 

10:00 – 12:00         RiiSS Session 1, Special Issue on “Robot System Integration in Human Life”

Room 3A

                                     Chairs: Chu Kiong Loo, Takenori Obo

 

10:00 – 10:20          Wei Quan and Kubota Naoyuki, Stereo Surveillance System for Fall Detection

10:20 – 10:40           Hossein Ghaffari Nik and Nathalia Peixoto, Assessment of Evolutionary Processes - Experiments on Self-Organizing Behavior of E-pucks

10:40 – 11:00          Pei-Wei Tsai, Jing Zhang, Yao He, Li-Hui Yang, Jui-Fang Chang and Wein-Duo Yang, IABC Rotobtic Evolutionary Model for the Foreign Exchange Rate Prediction in Central America Trading Agreement Events

11:00 – 11:20          Naoki Masuyama and Chu-Kiong Loo, Growing Neural Gas with Correntropy Induced Metric

11:20 – 11:40          Mutsumi Iwasa, Naoyuki Kubota and Takenori Obo, Motion Generation of Multi-Legged Robot by using Knowledge Transfer in Rough Terrain

11:40 – 12:00          Yoshifumi Kokubo, Eri Sato-Shimokawara and Toru Yamaguchi, Movement Support System of Telepresence Robot Based on Operating Skill

 

10:00 – 12:00         FOCI Session 2, Special Session on “Unconventional Computing: From concepts to Prototypes”

Room 3B

                                     Chairs: Georgios Sirakoulis, Pietro Oliveto

 

10:00 – 10:20          Jonathan Edwards and Simon O'Keefe, Eager Recirculating Memory to Alleviate the Von Neumann Bottleneck

10:20 – 10:40           Silvia Battistoni, Regina Burganova and Victor Erokhin, Organic memeristive device as transistor: working principle and possible applications

10:40 – 11:00          Yiqi Deng, Peter Bentley and Momshad Dinuri Alvee, Improving Artificial-Immune-System-Based Computing by Exploiting Intrinsic Features of Computer Architectures

11:00 – 11:20          Kai Ming Chang, Maurits R. R. de Planque and Klaus-Peter Zauner, Fabricating Millifluidic Reaction-Diffusion Devices: Droplet-in-Oil Networks Structured by Laser Cutting

11:20 – 11:40          David Pelta, Virgilio C.Guzmán and Jose Luis Verdegay, Fuzzy maximal covering location models for fighting dengue

11:40 – 12:00          Arina Buzdalova, Irina Petrova and Maxim Buzdalov, Runtime Analysis of Different Approaches to Select Conflicting Auxiliary Objectives in the Generalized OneMax Problem

 

10:00 – 12:00         ICES Session 2, Special Session on “Evolutionary Robotics”

Room 4A

                                     Chairs: Jim Torresen, Kyrre Glette

 

10:00 – 10:20          Milan Jelisavcic, Matteo De Carlo, Evert Haasdijk and A.E. Eiben, Improving RL Power for On-Line Evolution of Gaits in Modular Robots

10:20 – 10:40           Boris Mocialov, Patricia A Vargas and Micael S Couceiro, Towards the Evolution of Indirect Communication for Social Robots

10:40 – 11:00          Vojtech Vonasek and Jan Faigl, Evolution of multiple gaits for modular robots

11:00 – 11:20          Anthony Clark, Byron Devries, Jared Moore, Betty Cheng and Philip Mckinley, An Evolutionary Approach to Discovering Execution Mode Boundaries for Adaptive Controllers

11:20 – 11:40          Else-Line Ruud, Eivind Samuelsen and Kyrre Glette, Memetic Robot Control Evolution and Adaption to Reality

11:40 – 12:00          Tønnes F. Nygaard, Jim Torresen and Kyrre Glette, Multi-objective Evolution of Fast and Stable Gaits on a Physical Quadruped Robotic Platform

 

10:00 – 12:00         CIDM Session 3, Special Session on “Mining the sky: knowledge discovery in big and complex astronomical data sets and data streams”

Room 4B

                                     Chairs: Erzsébet Merényi, George Djorgovski

 

10:00 – 10:20          Sven Dennis Kügler, Nikolaos Gianniotis and Kai Lars Polsterer, A Spectral Model for Multimodal Redshift Estimation

10:20 – 10:40           Kinjal Dhar Gupta, Renuka Pampana, Ricardo Vilalta, Emille Ishida and Rafael de Souza, Automated Supernova Ia Classification Using Adaptive Learning Techniques

10:40 – 11:00          Erzsebet Merenyi, Joshua Taylor and Andrea Isella, Mining Complex Hyperspectral ALMA Cubes for Structure with Neural Machine Learning

11:00 – 11:20          Stefano Cavuoti, Massimo Brescia, Valeria Amaro, Civita Vellucci, Guiseppe Longo and Crescenzo Tortora,  Probability density estimation of photometric redshifts based on machine learning

11:20 – 11:40          Aaron Pope, Daniel Tauritz and Alexander Kent, Evolving Random Graph Generators: A Case for Increased Algorithmic Primitive Granularity

11:40 – 12:00          Aaron Pope, Daniel Tauritz, A. Kent, Evolving Multi-level Graph Partitioning Algorithms

 

10:00 – 12:00         SDE Session 1, Room Olympia

                                     Chairs: George Stamou, Jinliang Ding

 

10:00 – 10:20          Adam Viktorin, Roman Senkerik, Michal Pluhacek and Ales Zamuda, Steady Success Clusters in Differential Evolution

10:20 – 10:40           Hojjat Salehinejad and Shahryar Rahnamayan, Effects of Centralized Population Initialization in Differential Evolution

10:40 – 11:00          Xinran Ma and Jinliang Ding, A Preferred Learning Based Adaptive Differential Evolution Algorithm for Large Scale Optimization

11:00 – 11:20          Sedigheh Mahdavi, Shahryar Rahnamayan and Kalyanmoy Deb, Partial Opposition-based Learning Using Current Best Candidate Solution

11:20 – 11:40          Uroš Mlakar, Janez Brest, Iztok Jr. Fister and Iztok Fister, A study of Chaotic maps in Differential Evolution applied to gray-level Image Thresholding

11:40 – 12:00          Iztok Jr. Fister, Janez Brest, Uroš Mlakar and Iztok Fister, Towards the universal framework of stohastic nature-inspired population-based algorithms

 

12:00 – 13:00        Lunch Break

 

13:00 – 14:00        Plenary 4, Room Olympia

                            EC at Work: Opportunities and Challenges, K C Tan, National Univ. Singapore

                            Chair: George Alexandridis

 

14:00– 16:00         ISIC, Room 1A

Chairs: Qiangfu Zhao, Cheng-Hsiung Hsieh

 

14:00 – 14:20           Evgeny Pyshkin and Matvei Pyshkin, Towards Better Requirement Definition for Multimedia Travel Guiding Applications

14:20 – 14:40           Evgeny Pyshkin, Maxim Mozgovoy, Alexander Chisler and Yulia Volkova, Striving with Online Addiction with a Self-Control Chrome Extension

14:40 – 15:00           Masato Hashimoto, Yuya Kaneda and Qiangfu Zhao, An ELM-Based Privacy Preserving Protocol for Cloud Systems

15:00 – 15:20           Yuya Kaneda, Qiangfu Zhao and Yong Liu, On-Line Training with Guide Data: Shall We Select the Guide Data Randomly or Based on Cluster Centers?

15:20 – 15:40           Yilang Wu, William Putnam, Junbo Wang and Zixue Cheng, A Wireless Peer-to-Peer Broadcast Model for Emergency Vehicles Using Automotive Networking

15:40 – 16:00          Nitin Naik, Applying Computational Intelligence for Enhancing the Dependability of Multi-Cloud Systems Using Docker Swarm

 

14:00 – 16:00        SIS Session 3, Room 1B

Chairs: Ashraf Abdelbar, Vaishali Kulkarni

 

14:00 – 14:20           J.B. Monteiro Filho, I.M.C. Albuquerque, F.B. Lima Neto and F.V.S. Ferreira, Optimizing multi-plateau functions with FSS-SAR (Stagnation Avoidance Routine)

14:20 – 14:40           Vaishali Kulkarni, Veena Desai and Raghavendra Kulkarni, Multistage Localization in Wireless Sensor Networks using Artificial Bee Colony Algorithm

14:40 – 15:00           Zhicheng Zhou, Biao Yuan, Pengfei Xiao and Chaoyong Zhang, A modified honey bees mating optimization algorithm for assembly line balancing problem

15:00 – 15:20           Hadi Nobahari, Mohsen Raoufi and Alireza Sharifi, A Heuristic Filter Based on Firefly Algorithm for Nonlinear State Estimation

15:20 – 15:40           Ashraf Abdelbar and Khalid Salama, Ant Colony Optimization Applied to the Optimization Process of a High Order Neural Network

15:40 – 16:00          Dalicia Bouallouche, Jean-Baptiste Vioix, Eric Busvelle and Stéphane Millot, Drivers-Inspired Ants for Solving the Vehicle Routing Problem with Time Windows

 

14:00 – 16:00        CiFER Session 3, Room 2A

Chairs: Nikos Loukeris, Robert Golan

 

14:00 – 15:00           Keynote Speech

Computational Intelligence for Financial Engineering and Economics, Edward Tsang

15:00 – 15:20           Luis Jairo Montesdeoca Bermudez and Mahesan Niranjan, Extending the feature set of a data-driven artificial neural network model of pricing financial options

15:20 – 15:40           Ernesto Leon Castro, Ezequiel Aviles Ochoa, José M. Merigó and Anna Maria Gil Lafuente, Forgotten effects and heavy moving averages in exchange rate

15:40 – 16:00          Andrew Todd, Peter Beling, William Scherer and Steve Yang, Agent-based financial markets: A review of the methodology and domain

 

14:00– 16:00         CIVTS Session 2, Room 2B

Chairs: Tobias Rodemann, Yi Lu Murphy

 

14:00 –15:00            Keynote Speech

Computational Intelligence in Vehicles and Transportation Systems, Yi Lu Murphy

15:00 – 15:20           Manuel Acosta, Stratis Kanarachos and Mike Blundell,  Vehicle agile maneuvering: From rally drivers to a finite state machine approach

15:20 – 15:40           Elnaz Limouchi and Imad Mahgoub,  BEFLAB: Bandwidth Efficient Fuzzy Logic-Assisted Broadcast for VANET

15:40 – 16:00          Yue Dai, Qianyi Wang, Yi Murphey, Shiqi Qiu, Johannes Kristinsson and Jason Meyer, Dynamic Prediction of Drivers’ Personal Routes through Machine Learning

 

14:00 – 16:00        MBEA Session 2, Special session on “Data-Driven Evolutionary Optimization of Computationally Expensive Problems”

Room 3A

Chairs: Chaoli Sun, Ran Cheng

 

14:00 – 14:20           Dan Guo, Tianyou Chai, Jinliang Ding and Yaochu Jin, Small Data Driven Evolutionary Multi-objective Optimization of Fused Magnesium Furnaces

14:20– 14:40            Xuhua Shi, Chudong Tong and Li Wang, Evolutionary Optimization with Adaptive Surrogates and its Application in Crude Oil Distillation

14:40– 15:00            Anqi Pan, Lei Wang, Weian Guo and Dongyang Li,  A multi-swarm approach to multiobjective synthesis of linear antenna array design

15:00– 15:20            Nikolaos Makrymanolakis, Magdalene Marinaki and Yannis Marinakis, Data Mining Parameters’ Selection Procedure Applied to a Multi-Start Local Search Algorithm for the Permutation Flow Shop Scheduling Problem

15:20– 15:40            Tao Lin, Ke Zhang, Naigang Cui, Zhenbiao Tu and Hu Zhang, Path Planning of Aircraft Based on Adaptive Multiobjective Estimation of Distribution Algorithm

15:40– 16:00           Oksana Shadura and Federico Carminati, Stochastic performance tuning of complex simulation applications using unsupervised machine learning

 

14:00– 16:00           CIPLS, Room 3B

Chairs: Julia Pahl, Erwin Pesch

 

14:00 – 14:20           Erwin Pesch, Mikhail Y. Kovalyov, Dominik Kress and Sebastian Meiswinkel, Decentralized Sequencing of Jobs on a Single Machine

14:20 – 14:40           Sophie Jacquin, Emilie Allart, Fanny Dufossé and Laetitia Jourdan, Decoder-based Evolutionary Algorithm for bi-objective Just-in-Time Job-shop

14:40 – 15:00           Mustapha Haouassi, Chloé Desdouits, Rodolphe Giroudeau and Claude Le Pape, Production scheduling with a piecewise-linear energy cost function

15:00 – 15:20           El Houssein Chouaib Harik, François Guérin, Frédéric Guinand, Jean-François Brethé and Hervé Pelvillain, Towards An Autonomous Warehouse Inventory Scheme

15:20 – 15:40           Julia Pahl and Stefan Voss, Load Dependent Lead Times and Sustainability

15:40 – 16:00          Oliver Meyer and Claus Weihs, Statistical Analysis of sequential Process Chains based on Errors-in-Variables Models

 

14:00– 16:00         CICA Session 2, Room 4A

Chairs: Mehrdad Saif, Karam Sallam

 

14:00 – 14:20           Tim Oliver Heinz and Oliver Nelles, Efficient Pole Optimization of Nonlinear Laguerre Filter Models

14:20 – 14:40           Julian Belz, Tim Oliver Heinz and Oliver Nelles,  Automated Order Determination Strategies for Nonlinear Dynamic Models

14:40 – 15:00           José A. R. Vargas, Emerson Grzeidak and Sadek C. A. Alfaro, Identification of unknown nonlinear systems based on multilayer neural networks and Lyapunov theory

15:00 – 15:20           Fouzi Harrou, Muddu Madakyaru and Ying Sun, Nonlinear Partial Least Squares with Hellinger Distance for Nonlinear Process Monitoring

15:20 – 15:40           Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far and Mehrdad Saif, Efficient Sampling Techniques for Ensemble Learning and Diagnosing Bearing Defects under Class Imbalanced Condition

15:40 – 16:00          Karam Sallam, Saber Elsayed, Ruhul Sarker and Daryl Essam, Two-phase Differential Evolution Framework for Solving Optimization Problems

 

 

14:00 – 16:00        CIDM Session 4, Special Session on “Computational Intelligence Applications in Bioinformatics”

Room 4B

Chairs: Ali Reza Khanteymoori, Syoji Kobashi

 

14:00 – 14:20           Abeer Alzubaidi, Georgina Cosma, David Brown and A. Graham Pockley, A New Hybrid Global Optimization Approach for Selecting Clinical and Biological Features that are Relevant to the Effective Diagnosis of Ovarian Cancer

14:20 – 14:40           Samaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos and David L Robertson, Local Binary Patterns as a Feature Descriptor in Alignment-Free Visualisation of Metagenomic Data

14:40 – 15:00           Zhun Fan, Jiewei Lu and Yibiao Rong, Automated Blood Vessel Segmentation of Fundus Images Using Region Features of Vessels

15:00 – 15:20           Sinem Sav, David J. D. Hampson and Herbert H. Tsang, SIMARD: A Simulated Annealing Based RNA Design Algorithm with Quality Pre-Selection Strategies

15:20 – 15:40           Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue and Sascha Gruss, “BioVid Emo DB”: A Multimodal Database for Emotion Analyses validated by Subjective Ratings

15:40 – 16:00          Anwar Saeed, Ayoub Al-Hamadi and Sebastian Handrich, Advancement in the head pose estimation via depth-based face spotting

 

14:00 – 16:00        CICS Session 2, Room Olympia

Chairs: Gerry Dozier, Mustafa Hajeer

 

14:00 – 14:20           Kul Prasad Subedi, Dipankar Dasgupta and Bo Chen, Security Analysis on InfiniBand Protocol Implementations

14:20 – 14:40           Neal Wagner, Cem Sahin, Michael Winterrose, James Riordan, Jaime Pena, Diana Hanson and William Streilein, Towards Automated Cyber Decision Support: A Case Study on Network Segmentation for Security

14:40 – 15:00           Stefan Burschka and Benoit Dupasquier, Tranalyzer: Versatile High Performance Network Traffic Analyser

 

 

16:00 – 16:15        Coffee Break

 

16:15 – 18:15        CiDUE Session 2, Room 1A

Chairs: Shengxiang Yang, Robi Polikar

 

16:15 – 16:35           Joseph Alexander Brown and Daniel Ashlock, Multiple Worlds Model of Evolution for Demographic Appropriate Radio Playlists

16:35 – 16:55           Jayne Eaton and Shengxiang Yang, Railway Platform Reallocation After Dynamic Perturbations Using Ant Colony Optimisation

16:55 – 17:15           Darren Chitty, Mario Gongora and Shengxiang Yang, Evolutionary Dynamic Optimisation of Airport Security Lane Schedules

17:15 – 17:35           Roozbeh Razavi-Far and Mehrdad Saif, Ensemble of extreme learning machines for diagnosing bearing defects in non-stationary environments under class imbalance condition

17:35 – 17:55           Jessica Bonson, Andy Mcintyre and Malcolm Heywood, On Novelty Driven Evolution in Poker

17:55 – 18:15          Jaspreet Bassan and Marcus Dos Santos, Classifying Streaming Data using Grammar-based Immune Programming

 

16:15 – 18:15        ADPRL Session 3, Room 1B

Chairs: Dongbin Zhao, Madalina Drugan

 

16:15 – 17:15           Keynote Speech

Adaptive Dynamic Programming and Reinforcement Learning, Zhongping Jiang

17:15 – 17:35           Simone Parisi, Alexander Blank, Tobias Viernickel and Jan Peters, Local-utopia Policy Selection for Multi-objective Reinforcement Learning

17:35 – 17:55           Toru Hishinuma and Kei Senda, Robust and Explorative Behavior in Model-based Bayesian Reinforcement Learning

17:55 – 18:15          Zhentao Tang, Dongbin Zhao, Kun Shao and Le Lv,  ADP with MCTS algorithm for Gomoku

 

16:15 – 18:15        CiFER Session 4, Room 2A

Chairs: Nikos Loukeris, Robert Golan

 

16:15 – 16:35           Felipe B. Oriani and Guilherme P. Coelho, Evaluating the Impact of Technical Indicators on Stock Forecasting

16:35 – 16:55           Vasco Grossmann and Manfred Schimmler, Portfolio-based Contract Selection in Future Commodity Markets

16:55 – 17:15           Gobind Preet Singh, Ruppa Thulasiram and Parimala Thulasiraman, Non-Dominant Sorting Firefly Algorithm for Pricing American Option

17:15 – 17:35           Amer Bakhach, Edward P K Tsang and Hamid Jalalian, Forecasting Directional Changes in the FX Markets

17:35 – 17:55           Haizhou Qu and Dimitar Kazakov, Quantifying Correlation between Financial News and Stocks

 

 

16:15 – 18:15        CICARE Session 2, Room 2B

Chairs: Tatiana Tambouratzis, Babagana Modu

 

16:15 – 17:15           Keynote Speech

Computational Intelligence in Healthcare and e-health, Kaizhu Huang

17:15 – 17:35           Zeynep Didem Unutmaz Durmusoglu and Pınar Kocabey ÇİfÇİ, Classification of Smoking Status: The Case of Turkey

17:35 – 17:55           Ward van Breda, Mark Hoogendoorn, Gusz Eiben, Gerhard Andersson, Heleen Riper, Jeroen Ruwaard and Kristofer Vernmark, A feature representation learning method for temporal datasets

17:55 – 18:15          Babagana Modu, A. Taufiq Asyhari and Yonghong Peng, Data Analytics of Climatic Predictor Influence on the Impact of Malaria Incidence

 

16:15 – 18:15           FASLIP Session 3, Room 3A

Chairs: Juha Karhunen, Bing Xue

 

16:15 – 16:35           Evgenia Papavasileiou and Bart Jansen, A comparison between FS-NEAT and FD-NEAT and an investigation of different initial topologies for a classification task with irrelevant features

16:35 – 16:55           Chen Zhao, Mark van Heeswijk and Juha Karhunen, Air Quality Forecasting using Neural Networks

16:55 – 17:15           Yuanlong Yu, Liyan Xie and Zhiyong Huang, An Object Tracking Method Using Extreme Learning Machine with Online Learning

17:15 – 17:35           Binh Tran, Mengjie Zhang and Bing Xue, Multiple Feature Construction in High-Dimensional Data Using Genetic Programming

17:35 – 17:55           Huy Quang Pham, Alioune Ngom and Luis Rueda, PAFS – an efficient method for classifier-specific feature selection

17:55 – 18:15          Pierre Willaume, Pierre Parrend, Aline Deruyver and Etienne Gancel, Harmony Search: Graph Matching Optimization for thin object recognition in Pick and Place tasks

 

16:15 – 18:15        CIES Session 3, Room 3B

Chairs: Vladik Kreinovich, Catherine Huang

 

16:15 – 17:15           Keynote Speech

Computational Intelligence for Engineering Solutions, Catherine Huang, Intel USA

17:15 – 17:35           Camilo Caraveo, Fevrier Valdez, Oscar Castillo and Patricia Melin, A new metaheuristic algorithm based on the self-defense process of the plants in nature

17:35 – 17:55           María Pérez Ortiz, Pedro Antonio Gutierrez, José Manuel Peña, Jorge Torres-Sánchez, Francisca López-Granados and César Hervás-Martínez, Machine Learning paradigms for Weed Mapping via Unmanned Aerial Vehicles

17:55 – 18:15          Petr Dolezel, Pavel Škrabánek and Lumir Gago,Pattern Recognition Neural Network as a Tool for Pest Birds Detection

 

16:15 – 18:15        CIBD, Room 4A

Chairs: Spencer Thomas, Seiichi Ozawa

 

16:15 – 16:35           Yosuke Kamikawaji, Haruki Matsuyama, Ken-Ichi Fukui, Shigeki Hosoda and Satoshi Ono, Decision Tree-based Feature Function Design in Conditional Random Field Applied to Error Detection of Ocean Observation Data

16:35 – 16:55           Spencer Thomas, Alan M. Race, Rory T. Steven, Ian S. Gilmore and Josephine Bunch, Dimensionality Reduction of Mass Spectrometry Imaging Data using Autoencoders

16:55 – 17:15           Mustafa Hajeer and Dipankar Dasgupta, Distributed Genetic Algorithm to Big Data Clustering      

17:15 – 17:35           Andreas Antoniades, Clive Cheong Took and Yaochu Jin, An improved mini-batching technique: Sample-and-Learn

17:35 – 17:55           Tuan Pham, Entropy Rates of Physiological Aging on Microscopy

17:55 – 18:15          Seiichi Ozawa, Shun Yoshida, Jun Kitazono, Takahiro Sugawara and Tatsuya Haga, A Sentiment Polarity Prediction Model Using Transfer Learning and Its Application to SNS Flaming Event Detection

 

 

16:15 – 18:15        CIDM Session 5, Room 4B

Chairs: Friedhelm Schwenker, Andreas Nürnberger

 

16:15 – 16:35           Erik Zamora and Humberto Sossa, Dendrite Morphological Neurons Trained by Stochastic Gradient Descent

16:35 – 16:55           Siamak Mehrkanoon and Johan A.K. Suykens, Scalable Semi-Supervised Kernel Spectral Learning using Random Fourier Features

16:55 – 17:15           Ali Haidar and Brijesh Verma, A Genetic Algorithm Based Feature Selection Approach for Rainfall Forecasting in Sugarcane Areas

17:15 – 17:35           Giovanni Acampora, Genoveffa Tortora and Autilia Vitiello, Comparison of Multi-objective Evolutionary Algorithms for Prototype Selection in Nearest Neighbor Classification

17:35 – 17:55           Lei Zhu, Tao Ban, Kazushi Ikeda, Paul Pang and Abdolhossein Sarrafzadeh, Distributed Incremental wLPSVM Learning

17:55 – 18:15          Willem S. van Heerden and Andries P. Engelbrecht, An Investigation into the Effect of Unlabeled Neurons on Self-Organizing Maps

 

 

16:15 – 18:15        CIASG Session 3, Room Olympia

Chairs: Kumar Venayagamoorthy, Zita Vale

 

16:15 – 17:15           Keynote Speech

Computational Intelligence Applications in Smart Grid, Zita Vale, P.

17:15 – 17:35           Andre Gensler, Bernhard Sick and Stephan Vogt, A Review of Deterministic Error Scores and Normalization Techniques for Power Forecasting Algorithms

17:35 – 17:55           Usman Sanusi and David Corne, Improving forecast accuracy for grid demand and renewables supply with pattern-match features

17:55 – 18:15          Denise M. Case and Chrysostomos D. Stylios, Introducing Fuzzy Cognitive Map Modeling Power Market Auction Behavior

 

20:30 – 23:00        Conference Banquet, Caravel Hotel

 

 

 

 

 

Friday, December 9, 2016

 

8:30– 9:30             Plenary 5, Room Olympia

Cognitive Dialog Systems，Lazaros Polymenakos, IBM, USA

Chair: Stefanos Kollias

                                    

9:30– 10:00           Coffee Break

 

10:00 – 12:00    FOCI Session 3, Room 1A

Chairs: Ojeda Aciego, Pietro Oliveto

 

10:00 – 10:20        Ryouei Takahashi, Empirical Evaluation of Changing Crossover Operators to Solve Function Optimization Problems

10:20­– 10:40         Xiao-Bing Hu, Ming-Kong Zhang and Jian-Qin Liao, A Ripple-Spreading Algorithm for Network Performance Assessment

10:40 – 11:00        Emanuel Diamant, Computational Intelligence: are you crazy? Since when has intelligence become computational?

11:00 – 11:20        Antonio M. Durán-Rosal, Juan C. Fernández, Pedro A. Gutiérrez and César Hervás-Martínez, Hybridization of neural network models for the prediction of extreme significant wave height segments

11:20 – 11:40        Tatyana Polevaya and Maxim Buzdalov, Preserving Diversity in Auxiliary Objectives Provably Speeds Up Crossing Plateaus

11:40 – 12:00        David Shorten and Geoff Nitschke, Neutral Network Assortativity Shapes Whether Selective Pressure Promotes or Hinders Robustness

 

10:00 – 12:00    SIS Session 4, Room 1B

Chairs: Andreas Stafylopatis, Parimala Thulasiram

 

10:00– 11:00     Keynote Speech

Swarm Intelligence Symposium, Maurice Clerc

11:00 – 11:20        Han-Yu Xie, Qiang Yang, Xiao-Min Hu and Wei-Neng Chen, Cross-Generation Elites Guided Particle Swarm Optimization for Large Scale Optimization

11:20 – 11:40        Michal Pluhacek, Tomas Kadavy, Roman Senkerik, Adam Viktorin and Ivan Zelinka, Comparing Selected PSO Modifications on CEC 15 Benchmark Set

11:40 – 12:00        Wayne Franz and Parimala Thulasiram, A Dynamic Cooperative Hybrid MPSO+GA on Hybrid CPU+GPU fused Multicore

 

10:00 – 12:00    CIHLI Session 3, Room 2A

Chairs: Jacek Mańdziuk, Janusz Starzyk

 

10:00– 11:00      Keynote Speech

Computational Intelligence for Human-like Intelligence, Lipo Wang,

11:00 – 11:20        Kathryn Merrick, Medria Hardhienata, Kamran Shafi and Jiankun Hu, Using Game Theory with Intrinsic Motivation to Examine Anti-Hacking Policies for Autonomous Systems

11:20 – 11:40        Xuejie Liu, Kathryn Merrick and Hussein Abbass, Designing Artificial Agents to Detect the Motive Profile of Users in Virtual Worlds and Games

11:40 – 12:00        Israel Dunk and Hussein Abbass, Emergence of Autonomy in Leader-Follower Bio-Inspired Systems

 

10:00 – 12:00    MCDM Session 3, Room 2B

Chairs: Kaisa Miettinen, Marde Helbig

 

10:00 – 11:00        Keynote Speech

Multi-objective Evolutionary Algorithms assisted by Artificial Neural Networks and Dimensionality Reduction Techniques – Industrial Applications, Kyriakos Giannakoglou

11:00 – 11:20        Cristian Ramírez-Atencia, Gema Bello Orgaz, Maria D. R-Moreno and David Camacho, MOGAMR: A Multi-Objective Genetic Algorithm for Real-Time Mission Replanning

11:20 – 11:40        Marde Helbig, Padding the Dimensions for Knowledge Transfer in the Dynamic Vector Evaluated Particle Swarm Optimisation Algorithm

11:40 – 12:00        Daniel Horn and Bernd Bischl, Multi-Objective Parameter Configuration of Machine Learning Algorithms using Model-Based Optimization  

 

10:00 – 12:00         MBEA Session 3, Room 3A

Chairs: Ran Cheng, Aimin Zhou

 

10:00 – 10:20           Bing Dong, Aimin Zhou and Guixu Zhang, A Hybrid Estimation of Distribution Algorithm with Differential Evolution for Global Optimization

10:20 – 10:40           Martin Hyrš and Josef Schwarz, Advanced Parallel Copula Based EDA

10:40 – 11:00           Dimitrios Kapsoulis, Kostantinos Tsiakas, Varvara Asouti and Kyriakos Giannakoglou, The use of Kernel PCA in Evolutionary Optimization for Computationally Demanding Engineering Applications

11:00 – 11:20           Fergal Lane, R. Muhammad Atif Azad and Conor Ryan, Principled Evolutionary Algorithm Search Operator Design and the Kernel Trick

11:20 – 11:40           Fernando Arce Vega, Erik Zamora Gomez, Juan Humberto Sossa Azuela and Ricardo Barrón Fernández, Dendrite Morphological Neural Networks Trained by Differential Evolution

11:40 – 12:00           Valérian Guivarch, Juan Francisco De Paz Santana, Gabriel Villarrubia, Javier Bajo, André Péninou and Valerie Camps, Hybrid system to analyze user’s behaviour

 

10:00 – 12:00    CIES Session 4, Room 3B

Chairs: Catherine Huang and Vladik Kreinovich

 

10:00 – 10:20        Ferenc Leichsenring, Wolfgang Graf and Michael Kaliske, Spiking Response Model for Uniaxial Carbon Concrete Experimental Data

10:20­– 10:40         Aleksandar Josifovic and Jonathan Corney, Development of industrial process characterisation through data analysis

10:40 – 11:00        Isabela Maria Carneiro de Albuquerque, João Monteiro, Fernando B. De Lima Neto and Alany M. de Oliveira Silva, Solving assembly line balancing problems with Fish School Search algorithm

11:00 – 11:20        Erik H.A. Duisterwinkel, Gijs Dubbelman, Libertario Demi, Elena Talnishnikh, Jan W.M. Bergmans and Heinrich J. Woertche, Mapping Swarms of Resource-Limited Sensor Motes: Solely Using Distance Measurements and Non-Unique Identifiers

11:20 – 11:40        Sebastian Feld, Martin Werner and Claudia Linnhof-Popien, Approximated Environment Features With Application to Trajectory Annotation

11:40 – 12:00        Ádám Bukovics, István Á. Harmati and László T. Kóczy, Modelling twofold uncertainty in the condition assessment of residential buildings using interval valued fuzzy signatures

 

10:00 – 12:00    ICES Session 3, Room 4A

Chairs: Martin Trefzer, Lukas Sekanina

 

10:00 – 10:20        Jônata Tyska Carvalho and Stefano Nolfi, Affordance Generation Enables Behavioral Plasticity and Cognitive Offloading in Evolving Robots

10:20­– 10:40         Kazi Shah Nawaz Ripon, Eirik Jakobsen, Christopher Tannum and Jean-Marc Montanier, Assessing the Effect of Self-Assembly Ports in Evolutionary Swarm Robotics

10:40 – 11:00        Roland Dobai, Jan Korenek and Lukas Sekanina, Adaptive Development of Hash Functions in FPGA-Based Network Routers

11:00 – 11:20        Alexander Erlank and Christopher Bridges, The Satellite Stem Cell Architecture

11:20 – 11:40        Matthew Dale, Julian Miller, Susan Stepney and Martin Trefzer, Reservoir Computing in Materio: An Evaluation of Configuration through Evolution

11:40 – 12:00        Dragana Laketic and Gunnart Tufte, A Hierarchical View on Evolution-In-Materio Computations

 

10:00 – 12:00    CIDM Session 6, Room 4B

Chairs: Lin Zhang, Friedhelm Schwenker

 

10:00 – 11:00        Keynote Speech

Adaptive Exploration of Information Spaces: Supporting Searching, Learning and Sensemaking, Andreas Nürnberger

 

11:00 – 11:20        Johannes Pflug and Stefanie Rinderle-Ma, Optimizing resource management during business process execution: A case study

11:20 – 11:40        Dimitrios Koutsoukos, Georgios Alexandridis, Giorgos Siolas and Andreas Stafylopatis, A new approach to session identification by applying fuzzy c-means clustering on web logs

11:40 – 12:00        Fereshteh Jafariakinabad and Ken A. Hua, Maximal Sequence Mining Approach for Topic Detection from Microblog Streams

 

 

10:00 – 12:00    CIMSIVP, Room Olympia

Chairs: Khan Iftekharuddin, Ali Haider

 

10:00 – 10:20        Martin Velas, Thomas Fäulhammer, Michal Spanel, Markus Vincze and Michael Zillich, Improving Multi-view Object Recognition by Detecting Changes in Point Clouds

10:20­– 10:40         Rolando Miragaia, Cartesian genetic programming applied to pitch estimation of piano notes

10:40 – 11:00        Fatma Shaheen and Brijesh Verma, An Ensemble of Deep Learning Architectures for Automatic Feature Extraction

11:00 – 11:20        Nesrine Amor, Nidhal Bouaynaya, Petia Georgieva, Roman Shterenberg and Souad Chebbi, EEG Dynamic Source Localization using Constrained Particle Filtering

11:20 – 11:40        Dimitrios Kollias, Athanasios Tagaris and Andreas Stafylopatis, On Line Emotion Detection Using Retrainable Deep Neural Networks

11:40 – 12:00        Pingling Deng and Lei Zhang, Olfactory Target/Background Odor Detection via Self-expression Model

 

12:00 – 13:00        Lunch Break

 

 

 

13:00 – 15:00           FOCI Session 4, Room 1A

Chairs: Ojeda Aciego, Pietro Oliveto

 

13:00 – 14:00           Keynote Speech

Foundations of Computational Intelligence, Benjamin Doerr

14:00 – 14:20           Emmanuel Liossis, Bigram Constrained Linear Chain Conditional Random Fields

14:20 – 14:40           José M. Merigó, Nabil Alrajeh and Marta Peris-Ortiz, Induced Aggregation Operators in the Ordered Weighted Average Sum

14:40 – 15:00           Inma P. Cabrera, Pablo Cordero and Manuel Ojeda-Aciego, On fuzzy relations, functional relations, and adjunctions

 

 

13:00 – 15:00           FASLIP Session 4, Room 1B

Chairs: Hiroomi Hikawa, Muhammad Ahmad

 

13:00 – 13:20           Masayoshi Ota, Yuto Kurosaki, Hidetaka Ito and Hiroomi Hikawa, Effect of Grouping in Vector Recognition System Based on SOM

13:20 – 13:40           Beatriz Gonzalez, Patricia Melin, Fevrier Valdez and German Prado-Arechiga, Interval Type-2 Fuzzy Gravitational Search Algorithm for the Optimization of Modular Neural Networks in Echocardiogram Recognition

13:40 – 14:00           Muhammad Ahmad, Unsupervised Geometrical Feature Learning from Hyperspectral Data

14:00 – 14:20          Faiza Bukenya, Joseph Ehling, Abdu Kalema, Imo Eyoh, John Robert and Li Bai, 3D Segmentation of the Whole Heart Vasculature Using Otsu Thresholding and White Top-Hat Scale Space Hessian Based Vessel Enhancement Filter

14:20 – 14:40          Óscar García, Ricardo S. Alonso, Fabio Guevara, Juan F. de Paz, Gabriel Villarrubia, Juan M. Corchado, Omid Abrishambaf and Zita Vale, Use of Context-aware Social Computing to Improve Energy Efficiency in Public Buildings

 

 

13:00 – 15:00           CIHLI Session 4, Room 2A

Chairs: Jacek Mańdziuk, Janusz Starzyk

 

13:00 – 13:20           Shinji Kikuchi, Keizo Kato, Junya Saito, Seiji Okura, Kentaro Murase, Takaya Yamamoto and Akira Nakagawa, Deep Haiku: Quality Estimation for Japanese Short Poems by Deep Learning

13:20 – 13:40           Noritsugu Nakamura, Michimasa Inaba, Kenichi Takahashi, Fujio Toriumi, Hirotaka Osawa, Daisuke Katagami and Kousuke Shinoda, Constructing a Human-like agent for the Werewolf Game using a psychological model based multiple perspectives

13:40 – 14:00           Maciej Swiechowski, Janusz Kacprzyk and Slawomir Zadrozny, A novel game playing based approach to the modeling and support of consensus reaching in a group of agents

14:00 – 14:20           Larissa Müller and Arne Bernin, Physiological Data Analysis for an Emotional Provoking Exergame

14:20 – 14:40           Sherif Abdelfattah, Kathryn Merrick and Hussein Abbass, Eye Movements as Information Markers in EEG Data

14:40 – 15:00           Faiyaz Doctor, Charalampos Karyotis, Rahat Iqbal and Anne James, An Intelligent Framework for Emotion Aware E-Healthcare Support Systems

 

13:00 – 15:00           CIVTS Session 3, Special Session on “Computational Intelligence in Aerospace Sciences & Engineering”

Room 2B

Chairs: Annalisa Riccardi, Christie Maddock

 

13:00 – 13:20           Víctor Rodríguez Fernández, Antonio Gonzalez-Pardo and David Camacho, Finding Behavioral Patterns of UAV Operators using Multichannel Hidden Markov Models

13:20 – 13:40           Alessandro Mogavero, Configurational optimizer of Combined Cycle Propulsion using Genetic Programming.

13:40 – 14:00           Massimiliano Vasile and Lorenzo Ricciardi, A Direct Memetic Approach to the Solution of Multi-Objective Optimal Control Problems

14:00 – 14:20           Emmanuel Kieffer, Gregoire Danoy, Pascal Bouvry and Anass Nagih, Hybrid Mobility Model with Pheromones for UAV detection task

14:20 – 14:40           Cheryl Sze Yin Wong, T.K. Venugopalan and S. Suresh, A Multi-Objective Approach for 3D Airspace Sectorization: A Study on Singapore Regional Airspace

14:40 – 15:00           Rolando Armas, Hernan Aguirre, Fabio Daolio and Kiyoshi Tanaka, An effective EA for short term evolution with small population for traffic signal optimization

 

13:00 – 15:00           MCDM Session 4, Special Session on “Evolutionary Multi-Objective Optimization”

                                     Room 3A

Chairs: Sanaz Mostaghim, Zhi-Hui Zhan

 

13:00 – 13:20           Wang Zi-Jia, Zhi-Hui Zhan and Jun Zhang, Parallel Multi-Strategy Evolutionary Algorithm Using Massage Passing Interface for Many-Objective Optimization

13:20 – 13:40           Miyako Sagawa, Hernán Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Verel and Kiyoshi Tanaka, Learning Variable Importance to Guide Recombination

13:40 – 14:00           Toshiki Kondoh, Tomoaki Tatsukawa, Akira Oyama, Takeshi Watanabe and Kozo Fujii, Effects of Discrete Design-variable Precision on Real-Coded Genetic Algorithm

14:00 – 14:20           Asep Maulana, Valerio Gametto, Diego Garlaschelli, Iryna Yevesyeva and Michael Emmerich, Modularities Maximization in Multiplex Network Analysis Using Many-Objective Optimization

14:20 – 14:40           David J. D. Hampson, Sinem Sav and Herbert H. Tsang,  Investigation of Multi-Objective Optimization Criteria for RNA Design

14:40 – 15:00           Christiaan Scheepers and Andries Engelbrecht, Misleading Pareto Optimal Front Diversity Metrics: Spacing and Distribution

 

13:00 – 15:00           RiiSS Session 2, Room 3B

Chairs: Hiroyuki Masuta, Takenori Obo

 

13:00 – 13:20           Justinas Miseikis, Kyrre Glette, Ole Jakob Elle and Jim Torresen, Multi 3D Camera Mapping for Predictive and Reflexive Robot Manipulator Trajectory Estimation

13:20 – 13:40           Amirhossein Shantia, Francesco Bidoia, Lambert Schomaker and Marco Wiering, Dynamic Parameter Update for Robot Navigation Systems through Unsupervised Environmental Situational Analysis

13:40 – 14:00           Hiroyuki Masuta, Tatsuo Motoyoshi, Ken'Ichi Koyanagi, Kei Sawai and Toru Oshima, Plane Extraction using Point Cloud Data for Service Robot

14:00 – 14:20           Wei Hong Chin, Chu-Kiong Loo and Naoki Masuyama, Multi-Channel Bayesian ART for Robot Fusion Perception

14:20 – 14:40           Dalin Zhou, Yinfeng Fang, Janos Botzheim, Naoyuki Kubota and Honghai Liu, Bacterial Memetic Algorithm based Feature Selection for Surface EMG based Hand Motion Recognition in Long-term Use

 

13:00 – 15:00           ICES Session 4, Room 4A

Chairs: Andy Tyrrell, Michal Bidlo

 

13:00 – 14:00      Keynote Speech

From Biophysical Models of Brain Repair to Highly Adaptive Hardware, Liam McDaid

14:00 – 14:20           Anju Johnson, David Halliday, Alan Millard, Andy Tyrrell, Jon Timmis, Junxiu Liu, Jim Harkin, Liam McDaid and Shvan Karim, An FPGA-based Hardware-Efficient Fault-Tolerant Astrocyte-Neuron Network

14:20 – 14:40           Sabre Didi and Geoff Nitschke, Hybridizing Novelty Search for Transfer Learning

14:40 – 15:00           George Martin, Jim Harkin, Liam McDaid, John Wade, Junxiu Liu and Fearghal Morgan, Astrocyte to Spiking Neuron Communication using Networks-on-Chip Ring Topology

 

13:00 – 15:00           CIDM Session 7, Room 4B

Chairs: George Siolas, Hemant Singh

 

13:00 – 13:20           Mohammed Oussama Kherbouche, Nassim Laga and Pierre-Aymeric Masse, Towards a better assessment of event logs quality

13:20­– 13:40         Cong Liu, Boudewijn van Dongen, Nour Assy and Wil M.P. van der Aalst, Component Behavior Discovery from Software Execution Data

13:40 – 14:00           Niek Tax, Natalia Sidorova, Wil van der Aalst and Reinder Haakma, Heuristic Approaches for Generating Local Process Models through Log Projections

14:00 – 14:20           Quang Huynh, Hemant Singh and Taparata Ray, Improving Symbolic Regression through a Semantics Driven Framework

14:20 – 14:40           Yanzhu Liu, Xiaojie Li, Adams Wai Kin Kong and Chi Keong Goh, Learning from small data: a pairwise approach for ordinal regression

14:40 – 15:00           Klaus Ulmschneider and Birte Glimm, Semantic Exploitation of Implicit Patent Information

 

13:00 – 15:00           CICS Session 3, Special Session on “Cyber Security Measurement and Management”

Room Olympia

Chairs: Frederick Sheldon, Ananth Abhishek Jillepalli

 

13:00 – 13:20           Dean Rogers, Orthus Authentication Protocol: Background Services

13:20 – 13:40           Alexander Krall, Michael Kuhl, Stephen Moskal and Shanchieh Yang, Assessing the Likelihood of Cyber Network Infiltration Using Rare-Event Simulation

13:40 – 14:00           Ananth Abhishek Jillepali, Daniel Conte de Leon, Stu Steiner and Frederick Sheldon, HERMES: A High-Level Policy Language for High-Granularity Enterprise-wide Secure Browser Configuration Management

14:00 – 14:20           Nahla Murtada Ahmed, Measuring Cloud Security Risk by Mean Failure Cost

14:20 – 14:40           Daniel Conte de Leon, Venkata Anirudh Bhandari, Ananth Abhishek Jillepalli and Frederick Sheldon, Using a Knowledge and Policy-based Security Orchestration Tool to Reduce the Risk of Browser Compromise

14:40 – 15:00           Alejandro Martín, Alejandro Calleja, Héctor Menéndez, Juan Tapiador and David Camacho, ADROIT: Android malware detection using meta-information

 

15:00 – 15:15         Coffee Break

 

15:15 – 16:00         Poster Session 2, Room Foyer of Olympia

                                     Chair: George Alexandridis, Ran Cheng

 

Pierfrancesco Cervellini, Angelo Menezes and Vijay Kumar Mago, Finding Trendsetters on Yelp

 

Stavros Nousias, John Lakoumentas, Aris Lalos, Dimitrios Kikidis, Konstantinos Moustakas, Konstantinos Votis and Dimitrios Tzovaras, Monitoring asthma medication adherence through content based audio classification

 

Feng Liu, Tao Zheng and Xia Hua, A Multi-Criteria Value Iteration Algorithm for POMDP problems

 

Weisheng Qian, Quan Liu, Zongzhang Zhang, Zhiyuan Pan and Shan Zhong, Policy Graph Pruning and Optimization in Monte Carlo Value Iteration for Continuous-State POMDPs

 

Yvonne Chueh, Angel Cataron and Razvan Andonie, Mortality Rate Modeling of Joint Lives and Survivor Insurance Contracts Tested by A Novel Unilateral Dependence Measure

 

Edgar Galvan-Lopez and Ouassim Ait Elhara, Using Fitness Comparison Disagreements as a Metric for Promoting Diversity in Dynamic Optimisation Problems

        

Cheryl Sze Yin Wong and Suresh Sundaram, Preliminary study: Qualitative indicators in Multi-objective DIRECT framework

 

Mustafa Ayas and Ismail Altas, A Redundantly Actuated Ankle Rahabilitation Robot and Its Control Strategies

 

Emma Sloan, Marguerite Mcdaniel, William Nick, James Mayes and Albert Esterline, Structure and Evidence in Identity Cases

 

Muhammad Rizwan Tanweer, Abdullah Al-Dujaili and Suresh Sundaram, Multi-Objective Self Regulating Particle Swarm Optimization Algorithm for BMOBench Platform

 

Ryota Hanyu, Qiangfu Zhao and Yuya Kaneda, A New Protocol for On-line User Identification Based on Hand-writing Characters

 

Sriparna Saha, Rimita Lahiri, Amit Konar and Atulya K. Nagar, A Novel Approach To American Sign Language Recognition Using MAdaline Neural Network

 

Daniel L. Marino, Kasun Amarasinghe and Milos Manic, Simultaneous Generation-Classification Using LSTM

 

Ricardo Faia, Tiago Pinto and Zita Vale, GA Optimization Technique for Portfolio Optimization of Electricity Market Participation

 

Aria Jozi, Tiago Pinto, Isabel Praça, Francisco Silva, Brigida Teixeira and Zita Vale, Energy Consumption Forecasting based on Hybrid Neural Fuzzy Inference System

 

João Spinola, Pedro Faria and Zita Vale, Aggregation Validation Approach for the Management of Resources in a Smart Grid

 

16:00 – 18:00         CISDA Session 2, Room 1A

Chairs: Rafael Falcon, Vasileios Gkioulos

 

16:00 – 16:20           Martin Ussath, Feng Cheng and Christoph Meinel, Automatic Multi-Step Signature Derivation from Taint Graphs

16:20 – 16:40           Vasileios Gkioulos, Stephen Wolthusen, Adam Flizikowski, Anna Stachowicz, Dariusz Nogalski, Kamil Gleba and Joanna Sliwa, Interoperability of Security and Quality of Service Policies Over Tactical SOA            

16:40 – 17:00           Duc C. Le, A. Nur Zincir-Heywood and Malcolm I. Heywood,  Data Analytics on Network Traffic Flows for Botnet Behaviour Detection

17:00 – 17:20           Frank Vanhoenshoven, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof and Mario Koeppen, Detecting Malicious URLs using Machine Learning Techniques

17:20 – 17:40          Nicole Nichols, Mark Greaves, William Smith, Ryan Lamothe, Gianluca Longoni and Jeremy Teuton, Identification of Program Signatures From Cloud Computing System Telemetry Data

17:40 – 18:00          Rafael Falcon, Benjamin Desjardins, Rami Abielmona and Emil Petriu, Context-Driven Dynamic Risk Management for Maritime Domain Awareness

 

16:00 – 18:00         Hybrid Session 1 (SIS+CICA), Room 1B

Chairs: Haibin Duan, Mustafa Ayas

 

16:00 – 16:20           Rui Pinto, Joana Gonçalves, Henrique Lopes Cardoso, Eugénio Oliveira, Gil Gonçalves and Bruno Carvalho, A Facility Layout Planner Tool Based on Genetic Algorithms

16:20 – 16:40           David C. Alvarez-Charris, Héctor F. Satizábal, Andrés Pérez-Uribe and Jesús A. López, EvoBoids: Co-Design of a Physical and Virtual Game using Artificial Evolution

16:40 – 17:00           Zhuqing Liu, Haibin Duan, Yijun Yang and Xiaoguang Hu, Pendulum-like Oscillation Controller for UAV Based on Lévy-flight Pigeon-inspired Optimization and LQR

17:00 – 17:20           Christina Klüver and Jürgen Klüver, A Regulatory Algorithm (RGA) for Optimizing Examination Timetabling

17:20 – 17:40           Haitham Baomar and Peter Bentley,  An Intelligent Autopilot System that Learns Flight Emergency Procedures by Imitating Human Pilots

17:40 – 18:00           Mustafa Ayas and Seddik Djouadi, Undetectable Sensor and Actuator Attacks for Observer Based Controlled Cyber-Physical Systems

 

 

16:00 – 18:00         CIVTS Session 4, Special session on “Computational Intelligence in Aerospace Sciences & Engineering”

Room 2A

Chairs: Annalisa Riccardi, Massimiliano Vasile

 

16:00 – 16:20           Carlos Sánchez-Sánchez, Dario Izzo and Daniel Hennes, Learning the optimal state-feedback using deep networks     

16:20 – 16:40           Joerg H. Mueller, Carlos Sánchez-Sánchez, Luı́s F. Simões and Dario Izzo, Optimal Orderings of k-subsets for Star Identification

16:40 – 17:00           Daniel Hennes, Dario Izzo and Damon Landau, Fast approximators for optimal low-thrust hops between main belt asteroids

17:00 – 17:20           Aram Vroom, Marilena Di Carlo, Juan Manuel Romero Martin and Massimiliano Vasile, Optimal Trajectory Planning for Multiple Asteroid Tour Mission by Means of an Incremental Bio-Inspired Tree Search Algorithm

17:20 – 17:40           Manon Raap, Martin Zsifkovits and Stefan Pickl, Trajectory Optimization under Kinematical Constraints for Moving Target Search

17:40 – 18:00           Christie Maddock and Edmondo Minisci, Spaceplane Trajectory Optimisation with Evolutionary-Based Initialisation

 

16:00 – 18:00           CICARE Session 3, Room 2B

Chairs: Ilianna Kollia, Aki Härmä

 

16:00 – 16:20           Aki Härmä and Rim Helaoui, Probabilistic Scoring of Validated Insights for Personal Health Services

16:20 – 16:40           Mohammad Wedyan and Adel Al-Jumaily, Upper Limb Motor Coordination based Early Diagnosis in High Risk Subjects for Autism

16:40 – 17:00           Souhir Ben Souissi, Mourad Abed, Lahcen Elhiki, Philippe Fortemps and Marc Pirlot, Categorizing the suitability of an alternative for a subject

17:00 – 17:20           Francisco Javier Navarro Barron, Christian Wagner, Uwe Aickelin, Lynsey Green and Robert Ashford, Measuring Agreement on Linguistic Expressions in Medical Treatment Scenarios

17:20 – 17:40           Santosh Tirunagari, Simon Bull, Samaneh Kouchaki, Deborah Cooke and Norman Poh, Visualisation of Survey Responses using Self-Organising Maps: A Case Study on Diabetes Self-care Factors

17:40 – 18:00           Georgios Drakopoulos and Vasilis Megalooikonomou, A Higher Order Scheduling Policy With An Application To Biosignal Processing

 

16:00 – 18:00           Hybrid Session 2 (CIComms + CIPLS), Room 3B

Chairs: Andre Voß, Adrian Lauf

 

16:00 – 16:20           Andre Voß, Gabriel Guckenbiehl, Holger Schütt and Tobias Buer, An online storage strategy with dynamic bay reservations for container terminals

16:20 – 16:40           Adrian Emanoil Serbencu and Viorel Minzu, Hybridized Ant Colony System for Tasks to Workstations Assignment

16:40 – 17:00           Christopher Lowrance, Adrian Lauf and Mehmed Kantardzic, A Fuzzy-Based Machine Learning Model for Robot Prediction of Link Quality

17:00 – 17:20           Andrew Gravett, Mathys Du Plessis and Timothy Gibbon, Hybridising Ant Colony Optimisation with a Upper Confidence Bound algorithm for Routing and Wavelength Assignment in an Optical Burst Switching network

17:20 – 17:40           Ha Bui Van, Christophe Craeye and Shambhu Nath Jha, Fast Optimization of Large Antenna Arrays on Dielectric Layers using Surrogate Macro-Basis-Function Representations

17:40 – 18:00           Arash Nasrollahishirazi, Meghan Steinhaus, Matthew Agostinelli and Manbir Sodhi, Fuzzy Cell Genetic Algorithm Approach for Flexible Flow-Line Scheduling Model

 

16:00 – 18:00           CISND, Room 4A

Chairs: Rafael Falcon, Ruibin Bai

 

16:00 – 16:20           Jianjun Chen, Ruibin Bai, Haibo Dong, Rong Qu and Graham Kendall, A Dynamic Truck Dispatching Problem in Marine Container Terminal

16:20 – 16:40           Dzmitry Makatun, Jerome Lauret, Hana Rudova and Michal Sumbera, Network Flows for Data Distribution and Computation

16:40 – 17:00           Ruibin Bai, John R Woodward and Nachiappan Subramanian, A New Fast Large Neighbourhood Search for Service Network Design with Asset Balance Constraints

17:00 – 17:20           Huw Lloyd and Martyn Amos, A Highly Parallelized and Vectorized Implementation of Max-Min Ant System on Intel Xeon Phi

17:20 – 17:40           Fawaz Alanazi, Adaptive Thompson Sampling for Hyper-heuristics

17:40 – 18:00           Ken Reid, Jingpeng Li, Alistair McCormick and Gilbert Owusu, Variable Neighbourhood Search: A Case Study for a Highly-Constrained Workforce Scheduling Problem

 

16:00 – 18:00         Hybrid Session 3 (CIEG+IntECS), Room 4B

Chairs: Xin Ye, Yanzhang Wang

 

16:00 – 16:20           Xuehua Wang, Chang Liu, Wenjun Zhou, Jiaqi Liu, Xuezhi Qin and Ning Wang, A Cellular Automata Model for Forest Fire Spreading Simulation

16:20 – 16:40           Huaiming Li, Fei Wang, Fangfang Song and Lianqing Wang, Crowd counting method on sparse scene

16:40 – 17:00           Jiangnan Qiu, Wenjin Gu, Qian Kong, Jilei Hu and Qiuyan Zhong, The Emergency Response Management Based on Bayesian Decision Network

17:00 – 17:20           Mimmo Parente, Carlo Blundo and Francesco Orciuoli, A Private Intelligent Shopping Mall

17:20 – 17:40           Georgios Milis, Demetrios Eliades, Christos Panayiotou and Marios Polycarpou, A Cognitive Agent Architecture for Feedback Control Scheme Design

17:40 – 18:00           Stavros Ntalampiras and Manuel Roveri, An Incremental Learning Mechanism for Human Activity Recognition

 

16:00 – 18:00         Hybrid Session 4 (SNCI+EALS), Room Olympia

Chairs: Huajin Tang, Alexander Vandesompele

 

16:00 – 16:20           Ibrahim Ozturk and David Halliday, Mapping Spatio-temporally Encoded Patterns by Reward-Modulated STDP in Spiking Neurons

16:20 – 16:40           Garibaldi Pineda García, Patrick Camilleri, Qian Liu and Steve Furber,  pyDVS: An Extensible, Real-time Dynamic Vision Sensor Emulator using Off-the-Shelf Hardware

16:40 – 17:00           Alexander Vandesompele, Florian Walter and Florian Röhrbein, Neuro-Evolution of Spiking Neural Networks on SpiNNaker Neuromorphic Hardware

17:00 – 17:20           Xu Xiaoliang, Jin Xin, Yan Rui and Cao Xun, A Hierarchical Visual Recognition Model with Precise-Spike-Driven Synaptic Plasticity

17:20 – 17:40           Achyut Mani Tripathi and Rashmi Dutta Baruah, Anomaly Detection in Data Streams Based on Graph Coloring Density Coefficients

17:40 – 18:00           Plamen Angelov and Xiaowei Gu, Local Modes-based Free-Shape Data Partitioning

 

18:00 – 18:15         Closing Session, Olympia