10. IDEAL 2009:
Burgos,
Spain
Emilio Corchado, Hujun Yin (Eds.):
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, Enrique Leyva, Raúl Pérez:
SCIS: Combining Instance Selection Methods to Increase Their Effectiveness over a Wide Range of Domains.
17-24
- Povilas Daniusis, Pranas Vaitkus:
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, Leopoldo Carro-Calvo:
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, Héctor Alaiz-Moretón, Javier Alfonso-Cendón, Ángel Alonso-Álvarez, Ramon Ferreiro Garcia:
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, D. V. Nicolae:
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, Hecke Schrobsdorff, J. Michael Herrmann:
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, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Miriam Antón-Rodríguez, José Fernando Díez Higuera, Daniel Boto-Giralda:
Real-Time Nose Detection and Tracking Based on AdaBoost and Optical Flow Algorithms.
142-150
- Ahmed Ben Jmaa, Walid Mahdi, Yousra Ben Jemaa, Abdelmajid Ben Hamadou:
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, Ricardo Aler:
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, Inés María Galván, Antonio J. de Castro:
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, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta:
Block Clustering for Web Pages Categorization.
260-267
- José Gallardo Arancibia, Gloria Giacaman, Claudio Meneses, Óscar Marbán:
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
- M. Martínez-Ballesteros, Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme:
Quantitative Association Rules Applied to Climatological Time Series Forecasting.
284-291
- Andrés Gago Alonso, Jesús Ariel Carrasco-Ochoa, José E. Medina-Pagola, José Francisco Martínez Trinidad:
Duplicate Candidate Elimination and Fast Support Calculation for Frequent Subgraph Mining.
292-299
- Catarina Silva, Bernardete Ribeiro:
Knowledge Extraction with Non-Negative Matrix Factorization for Text Classification.
300-308
- Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Jingyu Hou, Yi-Ping Phoebe Chen:
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, Gonzalo Pajares, María Guijarro, José Jaime Ruz, José Manuel de la Cruz:
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, José Hernández-Orallo, M. José Ramírez-Quintana:
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, Sung-Bae Cho:
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, Bernardino Arcay Varela:
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, Jelena Mihaljev-Martinov, Gordan Stojic, Sinisa Sremac:
The Spatial Pheromone Signal for Ant Colony Optimisation.
400-407
- Zorana Bankovic, José Manuel Moya, Álvaro Araujo, Juan-Mariano de Goyeneche:
Intrusion Detection in Sensor Networks Using Clustering and Immune Systems.
408-415
- Mario Alberto Garcia Martinez, Rubén Posada-Gómez, Giner Alor-Hernández:
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, Arnaud Soulet:
A Framework for Pattern-Based Global Models.
433-440
- Raquel E. Patiño-Escarcina, José Alfredo Ferreira Costa:
A New Segmentation Approach in Structured Self-Organizing Maps for Image Retrieval.
441-448
- Noel Lopes, Bernardete Ribeiro:
GPU Implementation of the Multiple Back-Propagation Algorithm.
449-456
- Modjtaba Khalidji, Hossein Moeinzadeh, Ahmad Akbari, Bijan Raahemi:
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
- F. Javier Lopez, Carlos Cano, Fernando Garcia, 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, Araceli Sanchís:
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, Luís A. García, Juan J. Martínez:
A Rule-Based Multi-agent System for Local Traffic Management.
502-509
- David Blanes, Emilio Insfrán, Silvia Abrahão:
Requirements Engineering in the Development of Multi-Agent Systems: A Systematic Review.
510-517
- Guillermo Cortes Robles, Giner Alor-Hernández, Alberto A. Aguilar-Lasserre, Ulises Juárez-Martínez, Rubén Posada-Gómez, Juan Miguel Gómez, Alejandro Rodríguez González:
Resources Oriented Search: A Strategy to Transfer Knowledge in the TRIZ-CBR Synergy.
518-526
- Martí Navarro, Elena del Val Noguera, Miguel Rebollo, Vicente Julián:
Agent Negotiation Protocols in Time-Bounded Service Composition.
527-534
- Jianjun Zhang, Zhenyu He, Yiu-ming Cheung, Xinge You:
Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension.
535-542
Soft Computing Techniques in Data Mining
- Susana Nascimento, Pedro Franco:
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, Julián Luengo, Joaquín Derrac, Jesús Alcalá-Fdez, Francisco Herrera:
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool.
562-569
- J. L. Ávila, Eva Lucrecia Gibaja Galindo, Amelia Zafra, Sebastián Ventura:
A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns.
570-577
- Rita Castillo-Ortega, Nicolás Marín, Daniel Sánchez:
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, Luciano Sánchez:
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, Estrella Pulido, Eloy Anguiano:
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, Carmen Hernández, Manuel Graña, Jorge Villanúa:
Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection.
641-648
- Iñigo Barandiarán, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Céline Paloc, Manuel Graña:
An Automatic Segmentation and Reconstruction of Mandibular Structures from CT-Data.
649-655
- Josu Maiora, Guillermo García, Arantxa Tapia, Iván Macía, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Mariano de Blas:
Stent Graft Change Detection After Endovascular Abdominal Aortic Aneurysm Repair.
656-663
- Iván Macía, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, Mariano de Blas:
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, Zehra Cataltepe:
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)
MIR Day
- Cristian Pinzón, Vivian López, Javier Bajo, Juan M. Corchado:
Improving the Language Active Learning with Multiagent Systems.
719-726
- Rosa Cano, Angélica González, Juan Francisco de Paz, Sara Rodríguez:
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
- J. M. Molina, J. Garcia, A. C. Bicharra Garcia, R. Melo, L. Correia:
Segmentation and Classification of Time-Series: Real Case Studies.
743-750
- Fatos Xhafa, Ajith Abraham:
A Compendium of Heuristic Methods for Scheduling in Computational Grids.
751-758
- Krzysztof Walkowiak, Michal Wozniak:
Modeling of Network Computing Systems for Decision Tree Induction Tasks.
759-766
- Angel Arroyo, Emilio Corchado, Verónica Tricio:
Atmospheric Pollution Analysis by Unsupervised Learning.
767-772
- Javier Sedano, José Ramón Villar, Leticia Curiel, Enrique A. de la Cal, Emilio Corchado:
Improving Energy Efficiency in Buildings Using Machine Intelligence.
773-782
- Luis Fernando Castillo, María Mercedes Suarez, Carmenza Ríos, Manuel González Bedia:
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
Copyright © Mon Nov 2 20:48:36 2009
by Michael Ley (ley@uni-trier.de)
