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