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. Springer 2009 Lecture Notes in Computer Science 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
- 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
- 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
- José Luís Calvo-Rolle, Héctor Alaiz-Moretón, Javier Alfonso-Cendón, Ángel Alonso-Álvarez, Ramón Ferreiro García: 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
- 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
- Jan Feyereisl, Uwe Aickelin: STORM - A Novel Information Fusion and Cluster Interpretation Technique. 208-218
- 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
- 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
- Maria 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, Jesús 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
- 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
- Francisco-Javier Lopez, Carlos Cano, Fernando Garcia-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, Araceli Sanchís: The Winning Advantage: Using Opponent Models in Robot Soccer. 485-493
- 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
- José Luis Ávila-Jiménez, 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 Barandiaran, 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)
- Gordan Stojic, Ilija Tanackov, Slavko Veskovic, Sanjin Milinkovic, Dragan Simic: 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, Vivian F. López Batista, 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
- Sónia M. Almeida-Luz, Miguel A. Vega-Rodríguez, Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez: Applying Scatter Search to the Location Areas Problem. 791-798
- Marisa da Silva Maximiano, Miguel A. Vega-Rodríguez, Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez: 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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