Programme
All sessions will take place in the Birmingham Business School, University House, Edgbaston Park Road, Birmingham B15 2TY
Sunday 16th November
Tutorials are free for registered delegates to attend.
13.30-14.30
- Tutorial
A Gentle Introduction to Evolutionary Computation Xin Yao
14.30-15.30
- Tutorial
Latent Variable Approaches to Clustering of Vectorial and Structured Data Peter Tino
15.30-16.00
- Coffee break
16.00-17.00
- Tutorial
Dimensionality Reduction and Data Visualisation Hujun Yin
Monday 17th November
9.00-10.00
- Opening- 5 minutes
- Keynote: Piero Bonissone
- Chair: Prof Xin Yao
10.00-10.30
- Coffee break
10.30-12.10
- Learning and Information Processing-M1: Chair: Colin Fyfe
id07-003 Support Function Machines Jiuzhen Liang id07-004 Different Bayesian Network Models in the Classification of Remote Sensing Images Cristina Solares, Ana Maria Sanz id07-014 Sparse Kernel Modelling: A Unified Approach Sheng Chen, Xia Hong, Chris J. Harris id07-018 Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating Machinery Ilya Mokhov, Alexey Minin id07-027 Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez - Data Mining and Information Management-M1: Chair: Hujun Yin
id07-007 Group Decision Making with Triangular Fuzzy Linguistic Variables Zeshui Xu id07-029 An Edit Distance Approach to Shallow Semantic Labeling Samuel W.K.Chan id07-009 Color Image Segmentation Applied to Medical Domain Liana Stanescu, Dan Dumitru Burdescu, Cosmin Stoica id07-016 Hierarchical Program Representation for Program Element Matching Fernando Berzal, Juan-Carlos Cubero, Aída Jiménez id07-017 A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-based Classifiers from Support Vector Machines Tamas Kenesei, Johannes A. Roubos, Janos Abonyi - Bioinformatics and Neuroinformatics-M1: Chair: Ron Yang
id07-026 A Framework to Analyze Biclustering Results on Microarray Experiments Rodrigo Santamaría, Roberto Therón, Luis Quintales< id07-028 Methods to Bicluster Validation and Comparison in Microarray Data Rodrigo Santamaría, Luis Quintales, Roberto Therón id07-032 Capturing Heuristics and Intelligent Methods for Improving Micro-Array Data Classification Andrea Bosin, Nicoletta Dessi, Barbara Pes id07-040 Classification of Microarrays with KNN: Comparison of Dimensionality Reduction Methods Sampath Deegalla, Henrik Boström id07-121 Discovering alpha-patterns from Gene Expression Data Domingo S. Rodríguez-Baena, Norberto Díaz Díaz, Jesús S. Aguilar-Ruiz, Isabel Nepomuceno Chamorro
12.10-13.30
- Lunch
13.30-15.10
- Learning and Information Processing-M2: Chair: Peter Tino
id07-031 A Comparison of One-Class Classifiers for Novelty Detection in Forensic Case Data Frédéric Ratle, Mikhail Kanevski, Anne-Laure Terrettaz-Zufferey, Pierre Esseiva, Olivier Ribaux id07-033 Variational GTM Iván Olier, Alfredo Vellido id07-035 A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase id07-038 The Effect of Missing Wind Speed Data on Wind Power Estimatio Fatih Onur Hocaoglu, Mehmet Kurban id07-041 Asynchronous BCI Control of a Robot Simulator with Supervised Online Training Chun Sing Louis Tsui, John Q. Gan - Data Mining and Information Management-M2: Chair: Emilio Corchado
id07-053 A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formats Zeshui Xu, Jian Chen id07-044 Knowledge Extraction from Unstructured Surface Meshes Lars Graening, Markus Olhofer, Bernhard Sendhoff id07-064 Square Penalty Support Vector Regression Álvaro Barbero, Jorge López, José R. Dorronsoro id07-087 Visualization of Topology Representing Networks Agnes Vathy-Fogarassy, Agnes Werner-Stark, Balazs Gal, Janos Abonyi id07-181 Quality of Adaptation of Fusion ViSOM Bruno Baruque, Emilio Corchado, Hujun Yin - Special Session 1-M2: Chair: Akira Namatame
id07-175 Analyzing the Influence of Overconfident Investors on Financial Markets Through Agent-Based Model Hiroshi Takahashi, Takao Terano id07-204 Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach Shu-Heng Chen, Bin-Tzong Chie id07-207 An Agent-Based Model of Interactions in the Payment Card Market Biliana Alexandrova-Kabadjova, Andreas Krause, Edward Tsang id07-211 The Possibility of an Epidemic Meme Analogy for Web Community Population Analysis Masao Kubo, Keitaro Naruse, Hiroshi Sato, Sato Matubara id07-213 The Econometric Analysis of Agent-based Models in Finance: an Application Youwei Li, Bas Donkers, Bertrand Melenberg
15.10-15.40
- Coffee break
15.40-17.00
- Learning and Information Processing-M3: Chair: Sheng Chen
id07-051 uzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models S. Donoso, N. Marín, M.A. Vila id07-060 Energy Savings by Means of Fuzzy Systems José R. Villar, Enrique de la Cal, Javier Sedano id07-074 Filter Methods for Feature Selection. A Comparative Study Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromá id07-076 FPGA-based Implementation of the BT Algorithm for Computing Testors Alejandro Rojas, René Cumplido, J. Ariel Carrasco-Ochoa, Claudia Feregrino, J. Francisco Martínez-Trinidad id07-088 Minimal BSDT Abstract Selectional Machines and Their Selectional and Computational Performance Petro Gopych - Data Mining and Information Management-M3: Chair: Song-Young Lee
id07-045 Clustering with Reinforcement Learning Wesam Barbakh, Colin Fyfe id07-089 The Outer Impartation Information Content of Rules and Rule Sets Dan Hu, Yuanfu Feng id07-095 An Engineering Approach to Data Mining Projects Óscar Marbán, Gonzalo Mariscal, Ernestina Menasalvas, Javier Segovia id07-153 Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications James E. Smith, Muhammad A. Tahir - Special Session 1-M3: Chair: Akira Namatame
id07-214 Short Run Dynamics in an Artificial Futures Market with Human Subjects Takashi Yamada, Yusuke Koyama, Takao Terano id07-218 Video-based Conjoint Analysis and Agent based Simulation for Estimating Customer's Behavior Hiroshi Sato, Masao Kubo, Akira Namatame id07-220 Effect of the Number of Users and Bias of Users' Preference on Recommender Systems Akihiro Yamashita, Hidenori Kawamura, Hiroyuki Iizuka, Azuma Ohuchi id07-221 Exploring Quantitative Evaluation Criteria for Service and Potentials of New Service in Transportation: Analyzing Transport Networks of Railway, Subway, and Waterbus Keiki Takadama, Takahiro Majima, Daisuke Watanabe, Mitsujiro Katsuhara
18.00-20.00
- Reception
Tuesday 18th November
9.00-10.00
- Keynote: Toby Gibson
- Chair: Ron Yang
10.00-10.30
- Coffee break
10.30-12.10
- Learning and Information Processing-T1: Chair: Peter Tino
id07-090 Active Learning for Regression based on Query by Committee Robert Burbidge, Jem J. Rowland, Ross D. King id07-091 Influence of Wavelet Frequency and Orientation in an SVM-based Parallel Gabor PCA Face Verification System Ángel Serrano, Isaac Martín de Diego, Cristina Conde, Enrique Cabello, Linlin Shen, Li Bai id07-098 Wrapping the Naive Bayes Classifier to Relax the Effect of Dependences Jose Carlos Cortizo, Ignacio Giraldez, Mari Cruz Gaya id07-102 Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity Petro Gopych, Anna Kolot id07-189 An Evolutionary Hyperheuristic to Solve Strip-Packing Problems Pablo Garrido, María-Cristina Riff - Data Mining and Information Management-T1: Chair: Ata Kaban
id07-129 Detecting Phishing E-mails by Heterogeneous Classification M.Dolores del Castillo, Angel Iglesias, J. Ignacio Serrano id07-108 Classifying Polyphonic Melodies By Chord Estimation Based on Hidden Markov Model Yukiteru Yoshihara,Takao Miura, Isamu Shioya id07-122 Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application Antonio Bella, Cèsar Ferri, José Hernández-Orallo, María José Ramírez-Quintana id07-128 Segmentation and Annotation of Audiovisual Recordings based on Automated Speech Recognition Stephan Repp, Jörg Waitelonis, Harald Sack, Christoph Meinel id07-160 Parallel Wavelet Transform for Spatio-temporal Outliers Detection in Large Meteorological Data Sajib Barua, Reda Alhajj - Bioinformatics and Neuroinformatics-T1: Chair: Michale Biehl
id07-062 A Sparse Bayesian Position Weighted Bio-Kernel Network David C. Trudgian, Zheng Rong Yang id07-093 PINCoC: a Co-Clustering Based Approach to Analyze Protein-Protein Interaction Networks Clara Pizzuti, Simona E. Rombo id07-123 Biclusters Evaluation Based on Shifting and Scaling Patterns Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge Garcia-Gutierrez id07-126 A Deterministic Model to Infer Gene Networks from Microarray Data Isabel Nepomuceno-Chamorro, Jesís S. Aguilar-Ruiz, Norberto Díaz-Díaz, Domingo S. Rodríguez-Baena, Jorge García id07-167 Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences Faraz Rasheed, Mohammed Alshalalfa, Reda Alhajj
12.10-13.30
- Lunch
13.30-14.30
- Keynote: Soo-Young Lee
- Chair: Hujun Yin
15.10-15.40
- Learning and Information Processing-T2: Chair: Ata Kaban
id07-124 Support Kernel Machine-Based Active Learning to Find Labels and a Proper Kernel Simultaneously Yasusi Sinohara, Atsuhiro Takasu id07-127 Making Class Bias Useful: A Strategy of Learning from Imbalanced Data Jie Gu, Yuanbing Zhou, Xinqiang Zuo id07-134 Load Balancing in Fault Tolerant Video Server D. N. Sujatha, Girish K., Rashmi B., Venugopal K. R, L. M. Patnaik id07-200 HPGP: An Abstraction-based Framework for Decision-Theoretic Planning Letícia Friske, Carlos Henrique Costa Ribeiro - Data Mining and Information Management-T2: Chair: Hujun Yin
id07-141 Visualising and Clustering Video Data Colin Fyfe, Wei Chuang Ooi, Hanseok Ko id07-130 Mining Disjunctive Sequential Patterns From News Stream Kazuhiro Shimizu,Isamu Shioya, Takao Miura id07-133 A New Dissimilarity Measure Between Trees by Decomposition of Unit-Cost Edit Distance Hisashi Koga, Hiroaki Saito, Toshinori Watanabe, Takanori Yokoyama id07-140 Optimizing Web Structures Using Web Mining Techniques Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj id07-152 A Collaborative Recommender System Based on Asymmetric User Similarity Marta Millan, Maria Trujillo, Edward Ortiz - Agents and Distributed Systems-T2: Chair: Emilio Corchado
id07-092 SCSTallocator: Sized and Call-Site Tracing-based Shared Memory Allocator for False Sharing Reduction in Page-based DSM Systems Jongwoo Lee, Youngho Park, Yongik Yoon id07-125 On Intelligent Interface Agents for Human Based Computation F. Aznar, M. Sempere, M. Pujol, R. Rizo id07-166 Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner's Dilemma Raymond Chiong, Sandeep Dhakal, Lubo Jankovic id07-188 Interface Agent's Design for a DRT Transportation System using PASSI Claudio Cubillos, Sandra Gaete id07-209 A Multi-Agent System Approach to Power System Topology Verification Kazimierz Wilkosz
16.00-16.30
- Coffee break
16.30-17.40
- Learning and Information Processing-T3: Chair: Sheng Chen
id07-138 Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data Kilho Shin id07-139 A New Regression Based Software Cost Estimation Model Using Power Values Oktay Adalier, Aybars Ugur, Serdar Korukoglu, Kadir Ertas id07-142 Neural Network-based Receiver for Uplink Multiuser Code Division Multiple Access Communication System Zi-Wei Zheng id07-143 Evolving Tree Algorithm Modifications Vincenzo Cannella, Riccardo Rizzo, Roberto Pirrone - Social and Economic Analysis-T3: Chair: Hujun Yin
id07-113 A Hybrid Social Model for Simulating the Effects of Policies on Residential Power Consumption Minjie Xu, Zhaoguang Hu, Xiaoyou Jiao,Junyong Wu id07-163 Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems Hung-Ching Chen, Mark Goldberg, Malik Magdon-Ismail, William A. Wallace id07-025 Adjusting the Generalized Pareto Distribution with Evolution Strategies. An application to a Spanish motor liability insurance database María J. Pérez-Fructuoso, Almudena García, Antonio Berlanga, José M. Molina - Financial Engineering and Modelling-T3: Chair: Malik Magdon-Ismail
id07-013 A System for Efficient Portfolio Management Vivian F. López, Luis Alonso, María N. Moreno, Saddys Segrera, Alfredo Belloso id07-116 Partitioning-Clustering Techniques Applied to the Electricity Price Time Series F. Martinez-Alvarez, A. Troncoso, J. C. Riquelme, J. M. Riquelme id07-227 Time-Series Prediction Using Self-Organising Mixture Autoregressive Network He Ni, Hujun Yin id07-086 Discrete Time Portfolio Selection with Lévy Processes Cesarino Bertini, Sergio Ortobelli Lozza, Alessandro Staino
19.00-22.00
- Banquet
Wednesday 19th November
9.00-10.00
- Keynote: Kevin Kelly
- Chair: Peter Tino
10.00-10.30
- Coffee break
10.30-12.10
- Learning and Information Processing-W1: Chair: Peter Tino
id07-107 Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes J.A. Jordaan, M.A. van Wyk, B.J. van Wyk id07-148 A Linear Learning Method for Multilayer Perceptrons Using Least-Squares Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela id07-149 A Discriminative Model Corresponding to Hierarchical HMMs Takaaki Sugiura, Naoto Gotou, Akira Hayashi id07-073 A Comparative Study of Local Classifiers on Clustering Techniques and One-layer Neural Networks Oscar Fontenla-Romero, Amparo Alonso Betanzos, Yuridia Gago Pallares id07-184 A New Efficient Approach in Clustering Ensembles Javad Azimi, Monireh Abdoos, Morteza Analoui - Data Mining and Information Management-W1: Chair: Richard Freeman
id07-058 Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data Sets Seyed Mostafa Fakhrahmad, Mansour Zolghadri Jahromi, Mohammad Hadi Sadreddini id07-169 A Tool for Web Usage Mining Jose M. Domenech, Javier Lorenzo id07-171 An Algorithm to Mine General Association Rules from Tabular Data Siyamand Ayubi, Maybin Muyeba, John Keane id07-205 Extracting Meaningful Contexts from Mobile Life Log Youngseol Lee, Sung-Bae Cho id07-210 Topological Tree Clustering of Social Network Search Results Richard T. Freeman - Bioinformatics and Neuroinformatics-W1: Chair: Ron Yang
id07-085 Protein Data Condensation for Effective Quaternary Structure Classification Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo id07-150 Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection Shan He, Xiaoli Li id07-212 Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning Michael Biehl, Rainer Breitling, Yang Li id07-222 Automatic Prognostic Determination and Evolution of Cognitive Decline using Artifcial Neural Networks Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, José Regidor García
12.10-13.30
- Lunch
13.30-15.00
- Learning and Information Processing-W2: Chair: Xin Yao
id07-106 Load Forecasting with Support Vector Machines and Semi-Parametric Method J.A. Jordaan, A. Ukil id07-198 Statistical Analysis of Sample-Size Effects in ICA J.Michael Herrmann, Fabian J. Theis id07-201 Correction of Medical Handwriting OCR Based on Semantic Similarity Bartosz Broda, Maciej Piasecki id07-202 Multiple Classifier Fusion using k-Nearest Localized Templates Jun-Ki Min, Sung-Bae Cho - Data Mining and Information Management-W2: Chair: Hujun Yin
id07-068 Constructing Accurate Fuzzy Rule-based Classification Systems Using Apriori Principles and Rule-weighting Seyed Mostafa Fakhrahmad, A. Zare, Mansour Zolghadri Jahromi id07-112 Elastic Non-contiguous Sequence Pattern Detection for Data Stream Monitoring Xinqiang Zuo, Jie Gu, Yuanbing Zhou, Chunhui Zhao id07-180 Intrusion Detection at Packet Level by Unsupervised Architectures Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino id07-190 Classification Based on the Trace of Variables Over Time Frank Höppner, Alexander Topp - Special Session 2-W2: Chair: Sancho Salcedo-Sanz
id07-223 Saw-tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks Pedro Antonio Gutiérrez, César Hervás, Manuel Lozano id07-224 Using a Genetic Algorithm for Editing K-Nearest Neighbors Classifiers Roberto Gil-Pita, Xin Yao id07-225 An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera id07-226 Hybrid Cross-Entropy Method/Hopfield Neural Network for Combinatorial Optimization Problems Emilio G. Ortiz-García, Ángel M. Pérez-Bellido
15.00-15.30
- Coffee
- Conference adjourns