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10th IDEAL 2009: Burgos, Spain
- Emilio Corchado, Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2009, 10th International Conference, Burgos, Spain, September 23-26, 2009. Proceedings. Lecture Notes in Computer Science 5788, Springer 2009, ISBN 978-3-642-04393-2
Learning and Information Processing
- Bárbara B. Pineda-Bautista, Jesús Ariel Carrasco-Ochoa
, José Francisco Martínez Trinidad
Taking Advantage of Class-Specific Feature Selection. 1-8 - Jerzy W. Grzymala-Busse, Wojciech Rzasa:
Local Approximations. 9-16 - Yoel Caises, Antonio González Muñoz
SCIS: Combining Instance Selection Methods to Increase Their Effectiveness over a Wide Range of Domains. 17-24 - Povilas Daniusis
Supervised Feature Extraction Using Hilbert-Schmidt Norms. 25-33 - Emilio G. Ortíz-García, J. Gascón-Moreno, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras
A Novel Estimation of the Regularization Parameter for epsilon-SVM. 34-41 - Naohiro Ishii, Yuta Hoki, Yuki Okada, Yongguang Bao:
Nearest Neighbor Classification by Relearning. 42-49 - Junyu Liu, Yubao Liu, Yan Long:
Integrating Rough Set and Genetic Algorithm for Negative Rule Extraction. 50-57 - José Luís Calvo-Rolle
Development of a Conceptual Model for a Knowledge-Based System for the Design of Closed-Loop PID Controllers. 58-65 - Rui Pedro Barbosa, Orlando Belo
Lazy Classification Using an Optimized Instance-Based Learner. 66-73 - Weiwei Shan, Xiqun Zhu, Yuan Ma:
Adaptive Fuzzy Logic Controller and Its Application in MEMS Mirror Actuation Feedback Control. 74-81 - Wojciech Tylman
Detecting Computer Intrusions with Bayesian Networks. 82-91 - Willy Siti, Adisa Jimoh
Phase Load Balancing in the Secondary Distribution Network Using a Fuzzy Logic and a Combinatorial Optimization Based on the Newton Raphson. 92-100 - Anas Dahabiah, John Puentes, Basel Solaiman:
Imperfect Pattern Recognition Using the Fuzzy Measure Theory. 101-108 - Pilsung Kang, Sungzoon Cho:
K-Means Clustering Seeds Initialization Based on Centrality, Sparsity, and Isotropy. 109-117 - Matthias Ihrke
Recurrence-Based Synchronization of Single Trials for EEG-Data Analysis. 118-125 - Hooran MahmoudiNasab, Sherif Sakr
FeedRank: A Semantic-Based Management System of Web Feeds. 126-133 - Toshihisa Tabuchi, Seiichi Ozawa, Asim Roy:
An Autonomous Learning Algorithm of Resource Allocating Network. 134-141 - David González Ortega
Real-Time Nose Detection and Tracking Based on AdaBoost and Optical Flow Algorithms. 142-150 - Ahmed Ben Jmaa, Walid Mahdi
Hand Localization and Fingers Features Extraction: Application to Digit Recognition in Sign Language. 151-159 - Lars Gräning, Markus Olhofer, Bernhard Sendhoff
Interaction Detection in Aerodynamic Design Data. 160-167 - Raúl Cruz-Barbosa, Alfredo Vellido:
Semi-supervised Outcome Prediction for a Type of Human Brain Tumour Using Partially Labeled MRS Information. 168-175 - José María Valls
Optimizing Data Transformations for Classification Tasks. 176-183 - Xiaoxing Yang, Ke Tang, Xin Yao
The Minimum Redundancy - Maximum Relevance Approach to Building Sparse Support Vector Machines. 184-190 - Esteban García-Cuesta
Discriminant Regression Analysis to Find Homogeneous Structures. 191-199 - Leonor Becerra-Bonache, Adrian-Horia Dediu
Learning from a Smarter Teacher. 200-207 - Jan Feyereisl, Uwe Aickelin
STORM - A Novel Information Fusion and Cluster Interpretation Technique. 208-218 - Chandra Shekhar Dhir, Soo-Young Lee:
Discriminant Independent Component Analysis. 219-225 - Zareen Mehboob, Hujun Yin
Information Preserving Empirical Mode Decomposition for Filtering Field Potentials. 226-233
Data Mining and Information Management
- Zhenxing Wang, Laiwan Chan:
A Heuristic Partial-Correlation-Based Algorithm for Causal Relationship Discovery on Continuous Data. 234-241 - Liangdong Shi, Yinghuan Shi, Yang Gao:
Clustering with XCS and Agglomerative Rule Merging. 242-250 - Marcin Gorawski:
Extended Cascaded Star Schema and ECOLAP Operations for Spatial Data Warehouse. 251-259 - Malika Charrad
Block Clustering for Web Pages Categorization. 260-267 - José A. Gallardo Arancibia, Gloria J. Giacaman, Claudio Meneses
Framework for Decisional Business Modeling and Requirements Modeling in Data Mining Projects. 268-275 - Denis Ferraretti, Giacomo Gamberoni, Evelina Lamma, Raffaele Di Cuia, Chiara Turolla:
An AI Tool for the Petroleum Industry Based on Image Analysis and Hierarchical Clustering. 276-283 - María Martínez-Ballesteros
Quantitative Association Rules Applied to Climatological Time Series Forecasting. 284-291 - Andrés Gago Alonso
Duplicate Candidate Elimination and Fast Support Calculation for Frequent Subgraph Mining. 292-299 - Catarina Silva
Knowledge Extraction with Non-Negative Matrix Factorization for Text Classification. 300-308 - Atul Sajjanhar, Guojun Lu
Spherical Harmonics and Distance Transform for Image Representation and Retrieval. 309-316 - Faraz Rasheed, Peter Peng, Reda Alhajj, Jon G. Rokne:
Fourier Transform Based Spatial Outlier Mining. 317-324 - P. Javier Herrera
Fuzzy Multi-Criteria Decision Making in Stereovision Matching for Fish-Eye Lenses in Forest Analysis. 325-332 - Jeany Seto, Shane Clement, David Duong, Keivan Kianmehr, Reda Alhajj:
Fuzzy Query Model for XML Documents. 333-340 - Antonio Bella, Cèsar Ferri Ramirez
Similarity-Binning Averaging: A Generalisation of Binning Calibration. 341-349 - Marzena Kryszkiewicz:
Compressed Disjunction-Free Pattern Representation versus Essential Pattern Representation. 350-358
Neuro-Informatics, Bio-Informatics and Bio-Inspired Models
- Kyung-Joong Kim
Combining Multiple Evolved Analog Circuits for Robust Evolvable Hardware. 359-367 - Richard T. Freeman:
Web Feed Clustering and Tagging Aggregator Using Topological Tree-Based Self-Organizing Maps. 368-375 - Oscar Alonso-Garrido, Sancho Salcedo-Sanz, Luis E. Agustín-Blas, Emilio G. Ortíz-García, Ángel M. Pérez-Bellido, José Antonio Portilla-Figueras
A Hybrid Grouping Genetic Algorithm for the Multiple-Type Access Node Location Problem. 376-383 - Diego Ordóñez, Carlos Dafonte, Minia Manteiga
A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains. 384-391 - Milos Borenovic, Aleksandar Neskovic, Djuradj Budimir
Cascade-Connected ANN Structures for Indoor WLAN Positioning. 392-399 - Ilija Tanackov, Dragan Simic
The Spatial Pheromone Signal for Ant Colony Optimisation. 400-407 - Zorana Bankovic, José Manuel Moya
Intrusion Detection in Sensor Networks Using Clustering and Immune Systems. 408-415 - Mario Alberto Garcia Martinez, Rubén Posada-Gómez
Novel Architecture for RNA Secondary Structure Prediction. 416-423 - Weilin Huang, Hujun Yin:
Nonlinear Dimensionality Reduction for Face Recognition. 424-432 - Arnaud Giacometti, Eynollah Khanjari Miyaneh, Patrick Marcel
A Framework for Pattern-Based Global Models. 433-440 - Raquel E. Patiño-Escarcina
A New Segmentation Approach in Structured Self-Organizing Maps for Image Retrieval. 441-448 - Noel Lopes
GPU Implementation of the Multiple Back-Propagation Algorithm. 449-456 - Modjtaba Khalidji, Hossein Moeinzadeh
LDA Pre-processing for Classification: Class-Dependent Single Objective GA and Multi-objective GA Approaches. 457-464 - Benaki Lairenjam, Siri Krishan Wasan:
Neural Network with Classification Based on Multiple Association Rule for Classifying Mammographic Data. 465-476 - Francisco-Javier Lopez, Carlos Cano, Fernando García-Alcalde, Armando Blanco:
A Fuzzy Approach for Studying Combinatorial Regulatory Actions of Transcription Factors in Yeast. 477-484
Agents and Hybrid Systems
- José Antonio Iglesias, Juan Antonio Fernández, Ignacio Ramon Villena, Agapito Ledezma
The Winning Advantage: Using Opponent Models in Robot Soccer. 485-493 - José Ma Fernández de Alba, Juan Pavón
Talking Agents Design on the ICARO Framework. 494-501 - Isabel Martí, Vicente R. Tomás
A Rule-Based Multi-agent System for Local Traffic Management. 502-509 - David Blanes, Emilio Insfrán
Requirements Engineering in the Development of Multi-Agent Systems: A Systematic Review. 510-517 - Guillermo Cortes Robles, Giner Alor-Hernández
Resources Oriented Search: A Strategy to Transfer Knowledge in the TRIZ-CBR Synergy. 518-526 - Martí Navarro, Elena del Val Noguera
Agent Negotiation Protocols in Time-Bounded Service Composition. 527-534 - Jianjun Zhang, Zhenyu He, Yiu-ming Cheung
Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension. 535-542
Soft Computing Techniques in Data Mining
- Susana Nascimento
Segmentation of Upwelling Regions in Sea Surface Temperature Images via Unsupervised Fuzzy Clustering. 543-553 - Tadeusz Lasota, Zbigniew Telec, Bogdan Trawinski, Krzysztof Trawinski:
Exploration of Bagging Ensembles Comprising Genetic Fuzzy Models to Assist with Real Estate Appraisals. 554-561 - Alberto Fernández
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool. 562-569 - José Luis Ávila-Jiménez
A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns. 570-577 - Rita Castillo-Ortega, Nicolás Marín
Fuzzy Quantification-Based Linguistic Summaries in Data Cubes with Hierarchical Fuzzy Partition of Time Dimension. 578-585 - Taimur Qureshi, Djamel A. Zighed:
A Soft Discretization Technique for Fuzzy Decision Trees Using Resampling. 586-593 - Tadeusz Lasota, Zbigniew Telec, Bogdan Trawinski, Krzysztof Trawinski:
Evolving Fuzzy Systems Based on the eTS Learning Algorithm for the Valuation of Residential Premises. 594-601 - Ana M. Palacios, Inés Couso
GFS-Based Analysis of Vague Databases in High Performance Athletics. 602-609
Recent Advances on Swarm-Based Computing
- Liping Xie, Jianchao Zeng, Zhihua Cui:
The Vector Model of Artificial Physics Optimization Algorithm for Global Optimization Problems. 610-617 - Minjie Xu, Zhaoguang Hu, Baoguo Shan, Xiandong Tan:
Electricity Consumption Simulation Based on Multi-agent System. 618-625 - Juan I. Cano, Luis Sánchez, David Camacho
Using Preferences to Solve Student-Class Allocation Problem. 626-632 - Zhihua Cui, Yongfang Chu, Xingjuan Cai
Nearest Neighbor Interaction PSO Based on Small-World Model. 633-640
Intelligent Computational Techniques in Medical Image Processing
- Alexandre Savio, Maite García-Sebastián
Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection. 641-648 - Iñigo Barandiaran
An Automatic Segmentation and Reconstruction of Mandibular Structures from CT-Data. 649-655 - Josu Maiora
Stent Graft Change Detection After Endovascular Abdominal Aortic Aneurysm Repair. 656-663 - Iván Macía, Jon Haitz Legarreta
Segmentation of Abdominal Aortic Aneurysms in CT Images Using a Radial Model Approach. 664-671
Advances on Ensemble Learning and Information Fusion
- Robert Burduk:
Interval-Valued Fuzzy Observations in Bayes Classifier. 672-678 - Yusuf Yaslan
Random Relevant and Non-redundant Feature Subspaces for Co-training. 679-686 - Michal Wozniak
Modification of Nested Hyperrectangle Exemplar as a Proposition of Information Fusion Method. 687-694
Financial and Business Engineering (Modeling and Applications)
- Gordan Stojic
Modelling Evaluation of Railway Reform Level Using Fuzzy Logic. 695-702 - Xinyang Li, Andreas Krause
A Comparison of Market Structures with Near-Zero-Intelligence Traders. 703-710 - Andreas Krause
Evaluating the Performance of Adapting Trading Strategies with Different Memory Lengths. 711-718
MIR Day
- Cristian Pinzón
Improving the Language Active Learning with Multiagent Systems. 719-726 - Rosa Cano, Angélica González
A Multi-agent System to Learn from Oceanic Satellite Image Data. 727-734 - Fabio Musso, Giovanni Feverati:
A Proposal for an Optimal Mutation Probability in an Evolutionary Model Based on Turing Machines. 735-742 - José M. Molina
Segmentation and Classification of Time-Series: Real Case Studies. 743-750 - Fatos Xhafa
A Compendium of Heuristic Methods for Scheduling in Computational Grids. 751-758 - Krzysztof Walkowiak
Modeling of Network Computing Systems for Decision Tree Induction Tasks. 759-766 - Angel Arroyo
Atmospheric Pollution Analysis by Unsupervised Learning. 767-772 - Javier Sedano, José Ramón Villar
Improving Energy Efficiency in Buildings Using Machine Intelligence. 773-782 - Luis Fernando Castillo
Analysis, Design and Implementation of a Multiagent System, to Extract Defining Contexts Based on a Linguistic Corpus in the Neurological Disease Domain. 783-790
Nature Inspired Models for Industrial Applications
- Sónia M. Almeida-Luz
Applying Scatter Search to the Location Areas Problem. 791-798 - Marisa da Silva Maximiano, Miguel A. Vega-Rodríguez
Parameter Analysis for Differential Evolution with Pareto Tournaments in a Multiobjective Frequency Assignment Problem. 799-806 - Maciej Grzenda:
SOM-Based Selection of Monitored Consumers for Demand Prediction. 807-814 - Kazimierz Wilkosz, Zofia Kruczkiewicz, Tomasz Rojek:
Multiagent Systems for Power System Topology Verification. 815-822
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