| 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 |
