Accepted Papers

Learning and Information Processing
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
id07-007 Group Decision Making with Triangular Fuzzy Linguistic Variables Zeshui Xu
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
id07-029 An Edit Distance Approach to Shallow Semantic Labeling Samuel W.K.Chan
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
id07-034 Skill Combination in Reinforcement Learning Zhihui Luo, David Bell, Barry McCollum
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 Estimation Fatih Onur Hocaoglu, Mehmet Kurban
id07-039 Exploration of A Text Collection and Identification of Topics by Clustering Antoine Naud, Shiro Usui
id07-041 Asynchronous BCI Control of a Robot Simulator with Supervised Online Training Chun Sing Louis Tsui, John Q. Gan
id07-051 Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models S. Donoso, N. Marín, M.A. Vila
id07-053 A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formats Zeshui Xu, Jian Chen
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-Sanromán
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
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
id07-101 Preference learning from interval pairwise data. A distance-based approach Esther Dopazo, Mauricio Ruiz-Tagle, Juan Robles
id07-102 Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity Petro Gopych, Anna Kolot
id07-106 Load Forecasting with Support Vector Machines and Semi-Parametric Method J.A. Jordaan, A. Ukil
id07-107 Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes J.A. Jordaan, M.A. van Wyk, B.J. van Wyk
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
id07-129 Detecting Phishing E-mails by Heterogeneous Classification M.Dolores del Castillo, Angel Iglesias, J. Ignacio Serrano
id07-134 Load Balancing in Fault Tolerant Video Server D. N. Sujatha, Girish K., Rashmi B., Venugopal K. R, L. M. Patnaik
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
id07-141 Visualising and Clustering Video Data Colin Fyfe, Wei Chuang Ooi, Hanseok Ko
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
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
id07-159 Finding Unsatisfiable Subformulas with Stochastic Method Jianmin Zhang, Shengyu Shen, Sikun Li
id07-184 A New Efficient Approach in Clustering Ensembles Javad Azimi, Monireh Abdoos, Morteza Analoui
id07-189 An Evolutionary Hyperheuristic to Solve Strip-Packing Problems Pablo Garrido, María-Cristina Riff
id07-198 Statistical Analysis of Sample-Size Effects in ICA J.Michael Herrmann, Fabian J. Theis
id07-200 HPGP: An Abstraction-based Framework for Decision-Theoretic Planning Letícia Friske, Carlos Henrique Costa Ribeiro
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 & Information Management
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
id07-024 An Effective Content-Based Image Retrieval System by Hierachical Segmentation Mingxin Zhang, Zhaogan Lu, Junyi Shen
id07-044 Knowledge Extraction from Unstructured Surface Meshes Lars Graening, Markus Olhofer, Bernhard Sendhoff
id07-045 Clustering with Reinforcement Learning Wesam Barbakh, Colin Fyfe
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
id07-062 A Sparse Bayesian Position Weighted Bio-Kernel Network David C. Trudgian, Zheng Rong Yang
id07-064 Square Penalty Support Vector Regression Álvaro Barbero, Jorge López, José R. Dorronsoro
id07-068 Constructing Accurate Fuzzy Rule-based Classification Systems Using Apriori Principles and Rule-weighting Seyed Mostafa Fakhrahmad, A. Zare, Mansour Zolghadri Jahromi
id07-087 Visualization of Topology Representing Networks Agnes Vathy-Fogarassy, Agnes Werner-Stark, Balazs Gal, Janos Abonyi
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
id07-108 Classifying Polyphonic Melodies By Chord Estimation Based on Hidden Markov Model Yukiteru Yoshihara,Takao Miura, Isamu Shioya
id07-112 Elastic Non-contiguous Sequence Pattern Detection for Data Stream Monitoring Xinqiang Zuo, Jie Gu, Yuanbing Zhou, Chunhui Zhao
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
id07-130 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
id07-153 Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications James E. Smith, Muhammad A. Tahir
id07-160 Parallel Wavelet Transform for Spatio-temporal Outliers Detection in Large Meteorological Data Sajib Barua, Reda Alhajj
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
id07-180 Intrusion Detection at Packet Level by Unsupervised Architectures Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino
id07-181 Quality of Adaptation of Fusion ViSOM Bruno Baruque, Emilio Corchado, Hujun Yin
id07-190 Classification Based on the Trace of Variables Over Time Frank Höppner, Alexander Topp
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 & Neuroinformatics
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
id07-085 Protein Data Condensation for Effective Quaternary Structure Classification Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo
id07-093 PINCoC: a Co-Clustering Based Approach to Analyze Protein-Protein Interaction Networks Clara Pizzuti, Simona E. Rombo
id07-121 Discovering alpha-patterns from Gene Expression Data Domingo S. Rodríguez-Baena, Norberto Díaz Díaz, Jesús S. Aguilar-Ruiz, Isabel Nepomuceno Chamorro
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
id07-150 Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection Shan He, Xiaoli Li
id07-167 Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences Faraz Rasheed, Mohammed Alshalalfa, Reda Alhajj
id07-212 Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning Michael Biehl, Rainer Breitling, Yang Li
id07-216 Discriminating Microbial Species using Protein Sequence Properties and Machine Learning Ali Al-Shahib, David Gilbert, Rainer Breitling
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
Agents & Distributed Systems
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
id07-113 A Hybrid Social Model for Simulating the Effects of Policies on Residential Power Consumption Minjie Xu, Zhaoguang Hu, Xiaoyou Jiao,Junyong Wu
id07-125 On Intelligent Interface Agents for Human Based Computation F. Aznar, M. Sempere, M. Pujol, R. Rizo
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
id07-166 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
Financial Engineering and Modelling
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
id07-025 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
id07-052 Independent Factor Reinforcement Learning for Portfolio Management Jian Li, Kun Zhang, Laiwan Chan
id07-086 Discrete Time Portfolio Selection with Lévy Processes Cesarino Bertini, Sergio Ortobelli Lozza, Alessandro Staino
Agent-based Approach to Service Sciences
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
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
Neural-evolutionary Fusion Algorithms and Their Applications
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