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ORCID7th IDEAL 2006: Burgos, Spain
- Emilio Corchado, Hujun Yin, Vicente J. Botti, Colin Fyfe:
Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings. Lecture Notes in Computer Science 4224, Springer 2006, ISBN 3-540-45485-3
Learning and Information Processing
- José Mira Mira:
On Some of the Neural Mechanisms Underlying Adaptive Behavior. 1-15 - Zeshui Xu:
On Correlation Measures of Intuitionistic Fuzzy Sets. 16-24 - Xingye Dong, Houkuan Huang, Ping Chen:
A More Effective Constructive Algorithm for Permutation Flowshop Problem. 25-32 - Zheng Rong Yang:
A Fast Algorithm for Relevance Vector Machine. 33-39 - Iván Olier
, Alfredo Vellido:
Time Series Relevance Determination Through a Topology-Constrained Hidden Markov Model. 40-47 - Zhifeng Hao, Wen Wen, Xiaowei Yang, Jie Lu, Guangquan Zhang:
A Fast Data Preprocessing Procedure for Support Vector Regression. 48-56 - Naohiro Ishii, Tsuyoshi Murai, Takahiro Yamada, Yongguang Bao:
Classification by Weighting, Similarity and kNN. 57-64 - Yong Yang:
An Improved EM Algorithm for Statistical Segmentation of Brain MRI. 65-72 - Risto M. Hakala, Timo Similä, Miki Sirola, Jukka Parviainen:
Process State and Progress Visualization Using Self-Organizing Map. 73-80 - Giuseppe A. Trunfio:
Exploiting Spatio-temporal Data for the Multiobjective Optimization of Cellular Automata Models. 81-89 - Enrique Romero, Daniel Toppo:
Comparing Support Vector Machines and Feed-forward Neural Networks with Similar Parameters. 90-98 - Gilles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot:
A New Model Selection Method for SVM. 99-107 - Gilles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot:
Speed-Up LOO-CV with SVM Classifier. 108-115 - Albert Fornells, Elisabet Golobardes, X. Vilasís, Joan Martí:
Integration of Strategies Based on Relevance Feedback into a Tool for the Retrieval of Mammographic Images. 116-124 - Kenji Nagata, Sumio Watanabe:
Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models. 125-132 - Tae-Chon Ahn, Ho-Sung Park:
Evolutionary Design of gdSOFPNN for Modeling and Prediction of NOx Emission Process. 133-138 - Kazuho Watanabe, Motoki Shiga, Sumio Watanabe:
Upper Bounds for Variational Stochastic Complexities of Bayesian Networks. 139-146 - Rafael E. Banchs, Hector Klie, Adolfo Rodriguez, Sunil G. Thomas, Mary F. Wheeler:
A Neural Stochastic Optimization Framework for Oil Parameter Estimation. 147-154 - Daisuke Haraki, Tomoya Suzuki, Tohru Ikeguchi:
Bootstrap Prediction Intervals for Nonlinear Time-Series. 155-162 - Sertan Girgin, Faruk Polat, Reda Alhajj:
Effectiveness of Considering State Similarity for Reinforcement Learning. 163-171 - Segismundo S. Izquierdo, Luis R. Izquierdo:
On the Structural Robustness of Evolutionary Models of Cooperation. 172-182 - Yatong Zhou, Taiyi Zhang, Xiaohe Li:
Prediction of Chaotic Time Series Based on Multi-scale Gaussian Processes. 183-190 - Roberto Therón, Juan Francisco de Paz:
Visual Sensitivity Analysis for Artificial Neural Networks. 191-198 - Petro M. Gopych:
Performance of BSDT Decoding Algorithms Based on Locally Damaged Neural Networks. 199-206 - Dymitr Ruta, Detlef D. Nauck, Ben Azvine:
K Nearest Sequence Method and Its Application to Churn Prediction. 207-215 - Federico Castanedo, Miguel Ángel Patricio Guisado, José M. Molina:
Evolutionary Computation Technique Applied to HSPF Model Calibration of a Spanish Watershed. 216-223 - Harri Niska, Mikko Heikkinen, Mikko Kolehmainen:
Genetic Algorithms and Sensitivity Analysis Applied to Select Inputs of a Multi-Layer Perceptron for the Prediction of Air Pollutant Time-Series. 224-231 - José R. Villar, Adolfo Otero, José Otero, Luciano Sánchez:
Genetic Algorithms for Estimating Longest Path from Inherently Fuzzy Data Acquired with GPS. 232-240 - Marian Pena, Colin Fyfe:
The Topographic Neural Gas. 241-248 - Sabela Platero-Santos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Fast Classification Algorithm Based on Local Models. 249-256 - Sameer Singh, Jessica JunLin Wang:
Human Activity Recognition in Videos: A Systematic Approach. 257-264 - Eric Wai Ming Lee, Po Chi Lau, Kitty Kit Yan Yuen:
Application of Artificial Neural Network to Building Compartment Design for Fire Safety. 265-274 - Zhihui Li, Fenggang Huang, Yongmei Liu:
A Method of Motion Segmentation Based on Region Shrinking. 275-282 - Wesam Barbakh, Malcolm K. Crowe, Colin Fyfe:
A Family of Novel Clustering Algorithms. 283-290 - José Lopes, Sameer Singh:
Vector Quantization Segmentation for Head Pose Estimation. 291-297 - David de la Mata-Moya, Pilar Jarabo Amores, Raul Vicen-Bueno, Manuel Rosa-Zurera, Francisco López-Ferreras:
Neural Network Detectors for Composite Hypothesis Tests. 298-305 - Enrique Alexandre, Lucas Cuadra, Lorena Álvarez, Manuel Rosa-Zurera, Francisco López-Ferreras:
Automatic Sound Classification for Improving Speech Intelligibility in Hearing Aids Using a Layered Structure. 306-313 - Pawel Majewski:
Directed Laplacian Kernels for Link Analysis. 314-321 - Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Rubén Ruiz-Torrubiano, Ángel Valle:
Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm. 322-329 - Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz:
On the Fusion of Polynomial Kernels for Support Vector Classifiers. 330-337 - Jung-Hyun Kim, Kwang-Seok Hong:
Speech and Gesture Recognition-Based Robust Language Processing Interface in Noise Environment. 338-345 - Hyo-Jung Oh, Chung-Hee Lee, Changki Lee, Ji-Hyun Wang, Yi-Gyu Hwang, Hyeon-Jin Kim, Myung-Gil Jang:
Heterogeneous Answer Acquisition Methods in Encyclopedia QA. 346-354 - Yuehui Chen, Yaou Zhao:
Face Recognition Using DCT and Hierarchical RBF Model. 355-362 - Takayuki Kimura, Tohru Ikeguchi:
Chaotic Dynamics for Avoiding Congestion in the Computer Network. 363-370 - Vicente García, Roberto Alejo, José Salvador Sánchez, José Martínez Sotoca, Ramón Alberto Mollineda:
Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification. 371-378 - Xinggao Liu, Zhengbing Yan:
Melt Index Predict by Radial Basis Function Network Based on Principal Component Analysis. 379-385 - Ali Karci, Bilal Alatas:
Thinking Capability of Saplings Growing Up Algorithm. 386-393 - Cristina Solares, Eduardo W. Vieira, Roberto Mínguez:
Functional Networks and the Lagrange Polynomial Interpolation. 394-401 - Antonio Martín, Carlos León, Íñigo Monedero:
The Evolution of OSI Network Management by Integrated the Expert Knowledge. 402-409 - Ofer M. Shir, Joost N. Kok, Thomas Bäck, Marc J. J. Vrakking:
Learning the Complete-Basis-Functions Parameterization for the Optimization of Dynamic Molecular Alignment by ES. 410-418 - José Carlos Cortizo, J. Ignacio Giráldez:
Multi Criteria Wrapper Improvements to Naive Bayes Learning. 419-427 - Di Wu, Yong He, Yongni Shao, Shuijuan Feng:
BP Neural Networks Combined with PLS Applied to Pattern Recognition of Vis/NIRs. 428-435 - Vicente Palazón, Andrés Marzal:
Speeding Up Shape Classification by Means of a Cyclic Dynamic Time Warping Lower Bound. 436-443 - Donghyun Lim, Jin-Wook Chung, Seong-Jin Ahn:
Using Genetic Algorithm for Network Status Learning and Worm Virus Detection Scheme. 444-453 - Tansel Özyer, Reda Alhajj, Ken Barker:
Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis. 454-463 - Roberto Alejo, Vicente García, José Martínez Sotoca, Ramón Alberto Mollineda, José Salvador Sánchez:
Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples. 464-471 - F. A. Sanchís, Fidel Aznar Gregori, Mireia Sempere, Maria Del Mar Pujol López, Ramón Rizo:
Learning Discrete Probability Distributions with a Multi-resolution Binary Tree. 472-479 - Victor Eruhimov, Vladimir Martyanov, Peter Raulefs, Eugene Tuv:
Combining Unsupervised and Supervised Approaches to Feature Selection for Multivariate Signal Compression. 480-487 - Guiomar Corral, Albert Fornells, Elisabet Golobardes, Jaume Abella:
Cohesion Factors: Improving the Clustering Capabilities of Consensus. 488-495 - Roberto Gil-Pita, N. Sala-Burgos:
Using Neural Networks to Detect Microfossil Teeth in Somosaguas Sur Paleontological Site. 496-503 - Yukun Bao, Zhitao Liu:
A Fast Grid Search Method in Support Vector Regression Forecasting Time Series. 504-511 - Saúl López-Escobar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Fast Global k-Means with Similarity Functions Algorithm. 512-521 - Raul Vicen-Bueno, Manuel Rosa-Zurera, Maria P. Jarabo-Amores, Roberto Gil-Pita:
NN-Based Detector for Known Targets in Coherent Weibull Clutter. 522-529 - Kun Zhang, Lai-Wan Chan:
ICA with Sparse Connections. 530-537 - Moon-Hee Park, Jin-Hyuk Hong, Sung-Bae Cho:
Two-Stage User Mobility Modeling for Intention Prediction for Location-Based Services. 538-545 - Hyoseop Shin:
Partition-Based Similarity Joins Using Diagonal Dimensions in High Dimensional Data Spaces. 546-553 - Mauro Annunziato, Ilaria Bertini, R. Iannone, Stefano Pizzuti:
Evolving Feed-forward Neural Networks Through Evolutionary Mutation Parameters. 554-561 - Eun Yi Kim, Se Hyun Park:
Computer Interface Using Eye Tracking for Handicapped People. 562-569 - Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga:
Local Negative Correlation with Resampling. 570-577 - Daniel García, Ana M. González, José R. Dorronsoro:
Convex Perceptrons. 578-585 - Trung Thanh Nguyen, Xin Yao:
Hybridizing Cultural Algorithms and Local Search. 586-594 - Hujun Yin, Israr Hussain:
ICA and Genetic Algorithms for Blind Signal and Image Deconvolution and Deblurring. 595-603
Data Mining, Retrieval and Management
- Ramaswamy Palaniappan:
Electroencephalogram Signals from Imagined Activities: A Novel Biometric Identifier for a Small Population. 604-611 - Serge Linckels, Christoph Meinel:
Resolving Ambiguities in the Semantic Interpretation of Natural Language Questions. 612-619 - Quang Tran Minh, Shigeru Oyanagi, Katsuhiro Yamazaki:
Mining the K-Most Interesting Frequent Patterns Sequentially. 620-628 - David Sánchez, Antonio Moreno:
Discovering Non-taxonomic Relations from the Web. 629-636 - Hui Li, Yang-Li Xiang, Jie Gu:
A New Algorithm of Similarity Measuring for Multi-experts' Qualitative Knowledge Based on Outranking Relations in Case-Based Reasoning Methodology. 637-644 - Licesio J. Rodríguez-Aragón, Cristina Conde, Ángel Serrano, Enrique Cabello:
Comparing and Combining Spatial Dimension Reduction Methods in Face Verification. 645-653 - Manuel Martín-Merino, Jesus Román:
A New Semi-supervised Dimension Reduction Technique for Textual Data Analysis. 654-662 - Stella Heras Barberá, Juan Ángel García-Pardo, Rafael Ramos-Garijo, Alberto Palomares, Vicente Julián, Miguel Rebollo, Vicente J. Botti:
CBR Model for the Intelligent Management of Customer Support Centers. 663-670 - Damaris Pascual, Filiberto Pla, José Salvador Sánchez:
Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions. 671-678 - Jerzy Sas:
Application of Bidirectional Probabilistic Character Language Model in Handwritten Words Recognition. 679-687 - Yun Jeong Choi, Seung Soo Park:
Efficient Classification Method for Complex Biological Literature Using Text and Data Mining Combination. 688-696 - Yukiteru Yoshihara, Takao Miura:
Classifying Polyphony Music Based on Markov Model. 697-706 - Kwangcheol Shin, Ajith Abraham:
Two Phase Semi-supervised Clustering Using Background Knowledge. 707-712 - Honghai Feng, Hao Xu, Baoyan Liu, Bingru Yang, Zhuye Gao, Yueli Li:
Using Rough Set to Find the Factors That Negate the Typical Dependency of a Decision Attribute on Some Condition Attributes. 713-720 - Maria Pavlou, Nigel M. Allinson:
Automatic Extraction and Classification of Footwear Patterns. 721-728 - Shihong Du, Qimin Qin, Qiao Wang, Haijian Ma:
Description of Combined Spatial Relations Between Broad Boundary Regions Based on Rough Set. 729-737 - Shulin Yang, Cunlu Xu, Qin Lei:
Active Sketch for Finding Primary Structures in Images. 738-745 - Bin Wang, Chaojian Shi:
Shape Matching Using Chord-Length Function. 746-753 - Esteban García-Cuesta, Inés María Galván, Antonio J. de Castro:
Spectral High Resolution Feature Selection for Retrieval of Combustion Temperature Profiles. 754-762 - Zengchang Zhang, Dexi Liu:
Sentence Ordering in Extractive MDS. 763-770 - José R. Pérez-Agüera, Lourdes Araujo:
Query Expansion with an Automatically Generated Thesaurus. 771-778 - M. Dolores del Castillo, Jose Ignacio Serrano:
An Interactive Hybrid System for Identifying and Filtering Unsolicited E-mail. 779-788 - Richard T. Freeman:
Topological Tree Clustering of Web Search Results. 789-797 - Yucai Feng, Wenhai Li, Zehua Lv, Xiaoming Ma:
Reduced Attribute Oriented Inconsistency Handling in Decision Generation. 798-806 - Ji-Won Chung, In-Chan Choi:
A Non-parametric Method for Data Clustering with Optimal Variable Weighting. 807-814 - Ana María Lara Palma, Lourdes Cecilia Sáiz Bárcena, Joaquín A. Pacheco:
A Closed Model for Measuring Intangible Assets: A New Dimension of Profitability Applying Neural Networks. 815-822 - José Lopes, Sameer Singh:
Audio and Video Feature Fusion for Activity Recognition in Unconstrained Videos. 823-831 - José Lopes, Charles Lin, Sameer Singh:
Multi-stage Classification for Audio Based Activity Recognition. 832-840 - Jie Gu, Xiaoming Jin:
A Simple Approximation for Dynamic Time Warping Search in Large Time Series Database. 841-848 - Miguel Garre, Miguel-Ángel Sicilia, Juan J. Cuadrado, M. Charro:
Regression Analisys of Segmented Parametric Software Cost Estimation Models Using Recursive Clustering Tool. 849-858 - Yuguo He:
An Efficient Attribute Reduction Algorithm. 859-868 - Sebastián A. Ríos, Juan D. Velásquez, Hiroshi Yasuda, Terumasa Aoki:
Conceptual Classification to Improve a Web Site Content. 869-877 - Catarina Silva, Bernardete Ribeiro:
Automated Learning of RVM for Large Scale Text Sets: Divide to Conquer. 878-886 - Enrique García, Cristóbal Romero, Sebastián Ventura, Carlos de Castro:
Using Rules Discovery for the Continuous Improvement of e-Learning Courses. 887-895 - Martín Molina, Victor Flores:
Generating Adaptive Presentations of Hydrologic Behavior. 896-903 - Hiromi Wakaki, Tomonari Masada, Atsuhiro Takasu, Jun Adachi:
A New Measure for Query Disambiguation Using Term Co-occurrences. 904-911 - Mikaela Klami, Krista Lagus:
Unsupervised Word Categorization Using Self-Organizing Maps and Automatically Extracted Morphs. 912-919 - Keivan Kianmehr, Reda Alhajj:
Effective Classification by Integrating Support Vector Machine and Association Rule Mining. 920-927 - Myung-Jin Lee, Eun Hee Kim, Keun Ho Ryu:
A Design of Dynamic Network Management System. 928-935 - Jing Liu, Jun Sun, Wenbo Xu:
QoS Multicast Routing Based on Particle Swarm Optimization. 936-943 - Manuel del Valle, Luis Fernando Lago-Fernández, Fernando J. Corbacho:
Evolutionary Search of Optimal Features. 944-952 - Xiang Peng, Irwin King:
Biased Minimax Probability Machine Active Learning for Relevance Feedback in Content-Based Image Retrieval. 953-960 - Xin Hong, Sally I. McClean, Bryan W. Scotney, Philip J. Morrow:
Evidential Integration of Semantically Heterogeneous Aggregates in Distributed Databases with Imprecision. 961-969 - Alfredo Vellido, Terence A. Etchells, David L. García, Àngela Nebot:
Describing Customer Loyalty to Spanish Petrol Stations Through Rule Extraction. 970-977 - Tony Bellotti, Zhiyuan Luo, Alex Gammerman:
Strangeness Minimisation Feature Selection with Confidence Machines. 978-985 - Haichuan Shang, Xiaoming Jin:
Indexing and Mining of Graph Database Based on Interconnected Subgraph. 986-994 - Sergio García-Moratilla, Gonzalo Martínez-Muñoz, Alberto Suárez:
Evaluation of Decision Tree Pruning with Subadditive Penalties. 995-1002 - Pensiri Manomaisupat, Bogdan Vrusias, Khurshid Ahmad:
Categorization of Large Text Collections: Feature Selection for Training Neural Networks. 1003-1013 - Maybin K. Muyeba, M. Sulaiman Khan, Zarrar Malik, Christos Tjortjis:
Towards Healthy Association Rule Mining (HARM): A Fuzzy Quantitative Approach. 1014-1022 - Xin Wang, Ata Kabán:
State Aggregation in Higher Order Markov Chains for Finding Online Communities. 1023-1030 - Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique F. Castillo, Amparo Alonso-Betanzos:
Functional Networks and Analysis of Variance for Feature Selection. 1031-1038 - Henrik Mathiassen, Daniel Ortiz Arroyo:
Automatic Categorization of Patent Applications Using Classifier Combinations. 1039-1047 - Eugene Tuv, Alexander Borisov, Kari Torkkola:
Best Subset Feature Selection for Massive Mixed-Type Problems. 1048-1056 - Letícia Maria Friske, Carlos H. C. Ribeiro:
Planning Under Uncertainty with Abstraction Hierarchies. 1057-1066 - Oscar Harari, Rocío Romero-Záliz, Cristina Rubio-Escudero, Igor Zwir:
Fusion of Domain Knowledge for Dynamic Learning in Transcriptional Networks. 1067-1078