Support Function Machines.

Jiuzhen Liang

 1-9

Different Bayesian Network Models in the Classification of Remote Sensing Images.

Cristina Solares, Ana Maria Sanz

 10-16

Group Decision Making with Triangular Fuzzy Linguistic Variables.

Zeshui Xu

 17-26

Sparse Kernel Modelling: A Unified Approach.

Sheng Chen 0001, Xia Hong, Chris J. Harris

 27-36

Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating Machinery.

Ilya Mokhov, Alexey Minin

 37-46

Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles.

Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez

 47-56

An Edit Distance Approach to Shallow Semantic Labeling.

Samuel W. K. Chan

 57-66

A Comparison of One-Class Classifiers for Novelty Detection in Forensic Case Data.

Frédéric Ratle, Mikhail F. Kanevski, Anne-Laure Terrettaz-Zufferey, Pierre Esseiva, Olivier Ribaux

 67-76

Variational GTM.

Iván Olier, Alfredo Vellido

 77-86

Skill Combination for Reinforcement Learning.

Zhihui Luo, David A. Bell, Barry McCollum

 87-96

A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently.

Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase

 97-106

The Effect of Missing Wind Speed Data on Wind Power Estimation.

Fatih Onur Hocaoglu, Mehmet Kurban

 107-114

Exploration of a Text Collection and Identification of Topics by Clustering.

Antoine Naud, Shiro Usui

 115-124

Asynchronous BCI Control of a Robot Simulator with Supervised Online Training.

Chun Sing Louis Tsui, John Q. Gan

 125-134

Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models.

Sergio Donoso, Nicolás Marín, María Amparo Vila Miranda

 135-144

A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formats.

Zeshui Xu, Jian Chen

 145-154

Energy Saving by Means of Fuzzy Systems.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano

 155-167

A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks.

Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos

 168-177

Filter Methods for Feature Selection - A Comparative Study.

Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán

 178-187

FPGA-Based Architecture for Computing Testors.

Alejandro Rojas, René Cumplido, Jesús Ariel Carrasco-Ochoa, Claudia Feregrino Uribe, José Francisco Martínez Trinidad

 188-197

Minimal BSDT Abstract Selectional Machines and Their Selectional and Computational Performance.

Petro M. Gopych

 198-208

Active Learning for Regression Based on Query by Committee.

Robert Burbidge, Jem J. Rowland, Ross D. King

 209-218

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

 219-228

Wrapping the Naive Bayes Classifier to Relax the Effect of Dependences.

José Carlos Cortizo, J. Ignacio Giráldez, Maria Cruz Gaya

 229-239

Preference Learning from Interval Pairwise Data. A Distance-Based Approach.

Esther Dopazo, Mauricio Ruiz-Tagle, Juan Robles

 240-247

Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity.

Petro M. Gopych, Anna Kolot

 248-257

Load Forecasting with Support Vector Machines and Semi-parametric Method.

Jaco A. Jordaan, Abhisek Ukil

 258-267

Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes.

Jaco A. Jordaan, Michaël A. van Wyk, Barend J. van Wyk

 268-276

Support Kernel Machine-Based Active Learning to Find Labels and a Proper Kernel Simultaneously.

Yasusi Sinohara, Atsuhiro Takasu

 277-286

Making Class Bias Useful: A Strategy of Learning from Imbalanced Data.

Jie Gu, Yuanbing Zhou, Xianqiang Zuo

 287-295

Detecting Phishing E-mails by Heterogeneous Classification.

M. Dolores del Castillo, Ángel Iglesias, Jose Ignacio Serrano

 296-305

Load Balancing in Fault Tolerant Video Server.

D. N. Sujatha, K. Girish, B. Rashmi, K. R. Venugopal, Lalit M. Patnaik

 306-315

Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data.

Kilho Shin

 316-325

A New Regression Based Software Cost Estimation Model Using Power Values.

Oktay Adalier, Aybars Ugur, Serdar Korukoglu, Kadir Ertas

 326-334

Visualising and Clustering Video Data.

Colin Fyfe, Wei Chuang Ooi, Hanseok Ko

 335-344

Neural Network-Based Receiver for Uplink Multiuser Code Division Multiple Access Communication System.

Zi-Wei Zheng

 345-355

Evolving Tree Algorithm Modifications.

Vincenzo Cannella, Riccardo Rizzo, Roberto Pirrone

 356-364

A Linear Learning Method for Multilayer Perceptrons Using Least-Squares.

Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela

 365-374

A Discriminative Model Corresponding to Hierarchical HMMs.

Takaaki Sugiura, Naoto Gotou, Akira Hayashi

 375-384

Finding Unsatisfiable Subformulas with Stochastic Method.

Jianmin Zhang, ShengYu Shen, Sikun Li

 385-394

A New Efficient Approach in Clustering Ensembles.

Javad Azimi, Monireh Abdoos, Morteza Analoui

 395-405

An Evolutionary Hyperheuristic to Solve Strip-Packing Problems.

Pablo Garrido 0001, María-Cristina Riff

 406-415

Statistical Analysis of Sample-Size Effects in ICA.

J. Michael Herrmann, Fabian J. Theis

 416-425

HPGP: An Abstraction-Based Framework for Decision-Theoretic Planning.

Letícia Maria Friske, Carlos H. C. Ribeiro

 426-436

Correction of Medical Handwriting OCR Based on Semantic Similarity.

Bartosz Broda, Maciej Piasecki

 437-446

Multiple Classifier Fusion Using k -Nearest Localized Templates.

Jun-Ki Min, Sung-Bae Cho

 447-456

Color Image Segmentation Applied to Medical Domain.

Liana Stanescu, Dumitru Dan Burdescu, Cosmin Stoica Spahiu

 457-466

Hierarchical Program Representation for Program Element Matching.

Fernando Berzal Galiano, Juan Carlos Cubero Talavera, Aída Jiménez

 467-476

A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector Machines.

Tamás Kenesei, Johannes A. Roubos, János Abonyi

 477-486

An Effective Content-Based Image Retrieval System by Hierachical Segmentation.

Mingxin Zhang, Zhaogan Lu, Junyi Shen

 487-496

Knowledge Extraction from Unstructured Surface Meshes.

Lars Gräning, Markus Olhofer, Bernhard Sendhoff

 497-506

Clustering with Reinforcement Learning.

Wesam Barbakh, Colin Fyfe

 507-516

Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data Sets.

Seyyed Mostafa Fakhrahmad, Mansoor Zolghadri Jahromi, M. H. Sadreddini

 517-526

A Sparse Bayesian Position Weighted Bio-Kernel Network.

David C. Trudgian, Zheng Rong Yang

 527-536

Square Penalty Support Vector Regression.

Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro

 537-546

Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-Weighting.

Seyyed Mostafa Fakhrahmad, A. Zare, Mansoor Zolghadri Jahromi

 547-556

Visualization of Topology Representing Networks.

Agnes Vathy-Fogarassy, Agnes Werner-Stark, Balázs Gaál, János Abonyi

 557-566

The Outer Impartation Information Content of Rules and Rule Sets.

Dan Hu, Yuanfu Feng

 567-577

An Engineering Approach to Data Mining Projects.

Oscar Marbán, Gonzalo Mariscal, Ernestina Menasalvas Ruiz, Javier Segovia

 578-588

Classifying Polyphonic Melodies by Chord Estimation Based on Hidden Markov Model.

Yukiteru Yoshihara, Takao Miura, Isamu Shioya

 589-598

Elastic Non-contiguous Sequence Pattern Detection for Data Stream Monitoring.

Xinqiang Zuo, Yuanbing Zhou, Chunhui Zhao

 599-608

Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application.

Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana

 609-619

Segmentation and Annotation of Audiovisual Recordings Based on Automated Speech Recognition.

Stephan Repp, Jörg Waitelonis, Harald Sack, Christoph Meinel

 620-629

Mining Disjunctive Sequential Patterns from News Stream.

Kazuhiro Shimizu, Isamu Shioya, Takao Miura

 630-642

A New Dissimilarity Measure Between Trees by Decomposition of Unit-Cost Edit Distance.

Hisashi Koga, Hiroaki Saito, Toshinori Watanabe, Takanori Yokoyama

 643-652

Optimizing Web Structures Using Web Mining Techniques.

Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj

 653-662

A Collaborative Recommender System Based on Asymmetric User Similarity.

Marta Millán, Maria F. Trujillo, Edward Ortiz

 663-672

Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications.

Jim E. Smith, Muhammad Atif Tahir

 673-683

Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data.

Sajib Barua, Reda Alhajj

 684-694

A Tool for Web Usage Mining.

José M. Domenech, Javier Lorenzo

 695-704

An Algorithm to Mine General Association Rules from Tabular Data.

Siyamand Ayubi, Maybin K. Muyeba, John A. Keane

 705-717

Intrusion Detection at Packet Level by Unsupervised Architectures.

Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino

 718-727

Quality of Adaptation of Fusion ViSOM.

Bruno Baruque, Emilio Corchado, Hujun Yin

 728-738

Classification Based on the Trace of Variables over Time.

Frank Höppner, Alexander Topp

 739-749

Extracting Meaningful Contexts from Mobile Life Log.

Youngseol Lee, Sung-Bae Cho

 750-759

Topological Tree Clustering of Social Network Search Results.

Richard T. Freeman

 760-769

A Framework to Analyze Biclustering Results on Microarray Experiments.

Rodrigo Santamaría, Roberto Therón, Luis Quintales

 770-779

Methods to Bicluster Validation and Comparison in Microarray Data.

Rodrigo Santamaría, Luis Quintales, Roberto Therón

 780-789

Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification.

Andrea Bosin, Nicoletta Dessì, Barbara Pes

 790-799

Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods.

Sampath Deegalla, Henrik Boström

 800-809

Protein Data Condensation for Effective Quaternary Structure Classification.

Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo

 810-820

PINCoC : A Co-clustering Based Approach to Analyze Protein-Protein Interaction Networks.

Clara Pizzuti, Simona E. Rombo

 821-830

Discovering alpha -Patterns from Gene Expression Data.

Domingo S. Rodríguez-Baena, Norberto Díaz-Díaz, Jesús S. Aguilar-Ruiz, Isabel A. Nepomuceno-Chamorro

 831-839

Biclusters Evaluation Based on Shifting and Scaling Patterns.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez

 840-849

A Deterministic Model to Infer Gene Networks from Microarray Data.

Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz, Norberto Díaz-Díaz, Domingo S. Rodríguez-Baena, Jorge García-Gutiérrez

 850-859

Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection.

Shan He 0001, Xiaoli Li

 860-869

Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences.

Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj

 870-879

Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning.

Michael Biehl, Rainer Breitling, Yang Li

 880-889

Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning.

Ali Al-Shahib, David Gilbert, Rainer Breitling

 890-897

Automatic Prognostic Determination and Evolution of Cognitive Decline Using Artificial Neural Networks.

Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, José Regidor García

 898-907

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

 908-918

A Hybrid Social Model for Simulating the Effects of Policies on Residential Power Consumption.

Minjie Xu, Zhaoguang Hu, Xiaoyou Jiao, Junyong Wu

 919-929

On Intelligent Interface Agents for Human Based Computation.

Fidel Aznar Gregori, Mireia Sempere, Mar Pujol, Ramón Rizo

 930-939

Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems.

Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace

 940-949

Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner's Dilemma.

Raymond Chiong, Sandeep Dhakal, Lubo Jankovic

 950-959

Interface Agents' Design for a DRT Transportation System Using PASSI.

Claudio Cubillos, Sandra Gaete

 960-969

A Multi-agent System Approach to Power System Topology Verification.

Kazimierz Wilkosz

 970-979

A System for Efficient Portfolio Management.

Vivian F. López Batista, Luis Alonso 0003, María N. Moreno García, Saddys Segrera, Alfredo Belloso

 980-989

Partitioning-Clustering Techniques Applied to the Electricity Price Time Series.

Francisco Martínez-Álvarez, Alicia Troncoso Lora, José Cristóbal Riquelme Santos, Jesús Riquelme Santos

 990-999

Time-Series Prediction Using Self-Organising Mixture Autoregressive Network.

He Ni, Hujun Yin

 1000-1009

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 López

 1010-1019

Independent Factor Reinforcement Learning for Portfolio Management.

Jian Li, Kun Zhang, Laiwan Chan

 1020-1031

Discrete Time Portfolio Selection with Lévy Processes.

Cesarino Bertini, Sergio Ortobelli Lozza, Alessandro Staino

 1032-1041

Analyzing the Influence of Overconfident Investors on Financial Markets Through Agent-Based Model.

Hiroshi Takahashi, Takao Terano

 1042-1052

Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach.

Shu-Heng Chen, Bin-Tzong Chie

 1053-1062

An Agent-Based Model of Interactions in the Payment Card Market.

Biliana Alexandrova-Kabadjova, Andreas Krause, Edward P. K. Tsang

 1063-1072

The Possibility of an Epidemic Meme Analogy for Web Community Population Analysis.

Masao Kubo, Keitaro Naruse, Hiroshi Sato, Takashi Matubara

 1073-1080

The Econometric Analysis of Agent-Based Models in Finance: An Application.

Youwei Li, Bas Donkers, Bertrand Melenberg

 1081-1091

Short Run Dynamics in an Artificial Futures Market with Human Subjects.

Takashi Yamada, Yusuke Koyama, Takao Terano

 1092-1101

Video-Based Conjoint Analysis and Agent Based Simulation for Estimating Customer's Behavior.

Hiroshi Sato, Masao Kubo, Akira Namatame

 1102-1111

Effect of the Number of Users and Bias of Users' Preference on Recommender Systems.

Akihiro Yamashita, Hidenori Kawamura, Hiroyuki Iizuka, Azuma Ohuchi

 1112-1121

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

 1122-1130

Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks.

Pedro Antonio Gutiérrez, César Hervás, Manuel Lozano

 1131-1140

Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers.

Roberto Gil-Pita, Xin Yao

 1141-1150

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

 1151-1159

Hybrid Cross-Entropy Method/Hopfield Neural Network for Combinatorial Optimization Problems.

Emilio G. Ortíz-García, Ángel M. Pérez-Bellido

 1160-1169