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ORCID2nd HIS 2002: Santiago, Chile
- Ajith Abraham, Javier Ruiz-del-Solar, Mario Köppen:
Soft Computing Systems - Design, Management and Applications, HIS 2002, December 1-4, 2002, Santiago, Chile. Frontiers in Artificial Intelligence and Applications 87, IOS Press 2002, ISBN 1-58603-297-6
Abstracts of HIS02 Plenary Presentations
- Erkki Oja:
Independent Component Analisys. HIS 2002: 3 - Bernard De Baets:
Fuzzy Set Theory - a Playground for Mathematicians. HIS 2002: 4 - Oussama Khatib:
Robots for the Human and Haptic Interaction. HIS 2002: 5 - William B. Langdon:
A Hybrid Genetic Programming Neural Network Classifier for Use in Drug Discovery. HIS 2002: 6 - Janusz Kacprzyk, Slawomir Zadrozny:
Protoforms of Linguistic Data Summaries : Towards More General Natural-Language-Based Data Minig Tools. HIS 2002: 7 - Andrew H. Sung:
Role of Soft Computing in Internet Security. HIS 2002: 8 - Yasuhiko Dote:
Neuro-Fuzzy Control. HIS 2002: 9-10 - Juan-Carlos Letelier, Gonzalo Martín, Jorge Mpodozis, Jorge Soto Andrade:
Anticipatory Computing with Autopoietic and (M R)Systems. HIS 2002: 11
Neural Systems
- Ramin Amali, John Vinney, Siamak Noroozi, V. Patel:
The Use of a Back Propagation Neural Network to Determine the Load Distribution on a Component. HIS 2002: 15-20 - Sin Wee Lee, Dominic Palmer-Brown, Jonathan A. Tepper, Chris M. Roadknight:
Performance-guided Neural Network for Rapidly Self-Organising Active Network Management. HIS 2002: 21-31 - Florentino Fernández Riverola, Juan M. Corchado:
An Automated Hybrid Reasoning System for Forecasting. HIS 2002: 31-41 - Guido Bologna:
Rule Extraction from Bagged Neural Networks. HIS 2002: 42-53 - Ryo Saegusa, Shuji Hashimoto:
Nonlinear Principal Component Analysis to Preserve the Order of Principal Components. HIS 2002: 54-63 - Tetsuto Minami, Toshio Inui:
A Neural Network Model of Rule-guided Behavior. HIS 2002: 64-73 - Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir:
Selection of Models for Time Series Prediction via Meta-Learning. HIS 2002: 74-83 - Krzysztof J. Cios, William Jackson, Waldemar Swiercz, L. Springhetti:
Spiking Neurons in Clustering of Diabetic Retinopathy Data. HIS 2002: 84-94
Fuzzy Sets
- B. Shekar, Rajesh Natarajan:
A Fuzzy Relatedness Measure for Determining Interestingness of Association Rules. HIS 2002: 95-104 - Elisabeth Rakus-Andersson, L. Zakrzewski:
Factor Analysis with Qualitative Factors as Fuzzy Numbers. HIS 2002: 105-114 - José Javier Astrain, José Ramón Garitagoitia, Jesús E. Villadangos, Federico Fariña, Alberto Córdoba:
An Imperfect String Matching Experience Using Deformed Fuzzy Automata. HIS 2002: 115-123 - D. Mastropasqua, N. Mosca, Fabio Zambetta:
An XML-based specification of fuzzy logic controllers. HIS 2002: 124-131 - Hisao Ishibuchi, Takashi Yamamoto:
Comparison of Fuzzy Rule Selection Criteria for Classification Problems. HIS 2002: 132-141 - Martine De Cock:
Linguistic Hedges: a Quantifier Based Approach. HIS 2002: 142-152
Evolutionary Computation
- Cândida Ferreira:
Analyzing the Founder Effect in Simulated Evolutionary Processes Using Gene Expression Programming. HIS 2002: 153-162 - Hisao Ishibuchi, Tadashi Yoshida:
Hybrid Evolutionary Multi-Objective Optimization Algorithms. HIS 2002: 163-172 - Kay C. Wiese, Edward Glen:
A Permutation Based Genetic Algorithm for RNA Secondary Structure Prediction. HIS 2002: 173-182 - Sandra Hirche, Ivan Santibáñez-Koref, Ivo Boblan:
Design of Strong Causal Fitness Functions. HIS 2002: 183-192 - T. Beker, L. Hadany:
Noise and Elitism in Evolutionary Computation. HIS 2002: 193-203 - Juan-Carlos Letelier, Gonzalo Marín, Jorge Mpodozis, Jorge Soto Andrade:
Anticipatory Computing with Autopoietic and (M, R) Systems. HIS 2002: 205-211 - Mounir Asseraf:
An Efficient Algorithm in Optimal Partition Problem for Trees Induction. HIS 2002: 212-220 - Galia Weidl, Anders L. Madsen, Erik Dahlquist:
Condition Monitoring, Root Cause Analysis and Decision Support on Urgency of Actions. HIS 2002: 221-230 - Cecilia Zanni, Marc Le Goc, Claudia S. Frydman:
Towards a Unique Framework to Describe and Compare Diagnosis Approaches. HIS 2002: 231-240 - Joanna Jedrzejowicz, Piotr Jedrzejowicz:
Experimental Evaluation of the PLA-Based Permutation-Scheduling. HIS 2002: 241-250 - Gustavo E. A. P. A. Batista, Maria Carolina Monard:
A Study of K-Nearest Neighbour as an Imputation Method. HIS 2002: 251-260 - Pablo Zegers, Malur K. Sundareshan:
Determining The Degree of Generalization Using An Incremental Learning Algorithm. HIS 2002: 261-270 - Joshua D. Knowles, David Corne:
Towards Landscape Analyses to Inform the Design of Hybrid Local Search for the Multiobjective Quadratic Assignment Problem. HIS 2002: 271-279 - Ibrahim Gokcen, Jing Peng, Bill P. Buckles:
Active Learning Using One-class Classification. HIS 2002: 280-289 - Phillip William Dixon, David Corne, Martin J. Oates:
Enhancing Real-World Applicability by Providing Confidence-in-Prediction in the XCS Classifier System. HIS 2002: 290-299 - N. Kawamae:
Latent Semantic Indexing Based on Factor Analysis. HIS 2002: 300-308 - Christian Veenhuis, Mario Köppen:
Document Oriented Modeling of Cellular Automata. HIS 2002: 309-320
Support Vector Machines and Kernel Methods
- A. B. M. Shawkat Ali, Ajith Abraham:
An Empirical Comparison of Kernel Selection for Support Vector Machines. HIS 2002: 321-330 - Z. Liu, Y. Xu:
Adaptive Support Vector Classifications. HIS 2002: 331-340 - Bernardete Ribeiro, Paulo Carvalho:
Mercer's Kernel Based Learning for Fault Detection. HIS 2002: 341-350 - Srinivas Mukkamala, Andrew H. Sung:
Performance Based Feature Identification for Intrusion Detection Using Support Vector Machines. HIS 2002: 351-364
Features and Classification
- I. Mora-Jiménez, Abdelouahid Lyhyaoui, Jerónimo Arenas-García, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal:
A Trainable Classifier via k Nearest Neighbors. HIS 2002: 365-373 - Mitja Lenic, Peter Kokol:
Combining Classifiers with Multimethod Approach. HIS 2002: 374-383 - C. Maturana, R. Weber:
Feature Extraction by Distance Neural Network in Classification Tasks. HIS 2002: 384-393 - D. Partridge, S. Cang:
Revealing Feature Interactions in Classification Tasks. HIS 2002: 394-403 - S. Zemke:
Ensembles in Practice: Predication, Estimation, Multi-Feature and Noisy Data. HIS 2002: 404-416
Data Mining
- Janusz Kacprzyk, Slawomir Zadrozny:
Protoforms of Linguistic Data Summaries: Towards More General Natural-Language-Based Data Mining Tools. HIS 2002: 417-425 - José L. Aguilar, Niriaska Perozo:
Sparse Distributed Memory with Adaptive Threshold. HIS 2002: 426-432 - Dharmendra Sharma:
UniLR: An Automated Fuzzy Legal Reasoner. HIS 2002: 433-441 - Wojciech Ziarko:
Set Approximation Quality Measures in the Variable Precision Rough Set Model. HIS 2002: 442-452 - Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken:
A Data Preparation Bayesian Approach for a Clustering Genetic Algorithm. HIS 2002: 453-461 - Alexey Jakovlevich Chervonenkis:
Reconstruction of conditional distribution field based on empirical data. HIS 2002: 462-469 - S. Macedo, E. Mamdani:
Bi-Directional Flow of Information in the Softboard Architecture. HIS 2002: 470-479 - Juan D. Velásquez, Hiroshi Yasuda, Terumasa Aoki, Richard Weber:
Voice Codification using Self Organizing Maps as Data Mining Tool. HIS 2002: 480-489 - M. C. Martins, I. M. Garaffa:
Identifying Patterns of Corporate Tax Payment. HIS 2002: 490-499 - Vitorino Ramos, Fernando Muge, Pedro Pina:
Self-Organized Data and Image Retrieval as a Consequence of Inter-Dynamic Synergistic Relationships in Artificial Ant Colonies. HIS 2002: 500-512
Agent Architectures
- Fabio Zambetta, Graziano Catucci:
Designing Not-So-Dull Virtual Dolls. HIS 2002: 513-518 - James J. Nolan, Arun K. Sood, Robert Simon:
SADISCO: A Scalable Agent Discovery and Composition Mechanism. HIS 2002: 519-528 - Sophie Gouardères, Guy Gouardères, Philippe Delpy:
MAYBE - Multi-Agent Yield-Based Engineering : Improve Training in the Emergency Room Chain. HIS 2002: 529-539 - Hitoshi Iba, N. Tokui, Hiromi Wakaki:
3D-CG Avatar Motion Design by means of Interactive Evolutionary Computation. HIS 2002: 540-549 - Vladimír Marík, Viktor Mashkov:
Alliance Formation with Several Coordinators. HIS 2002: 550-564
Web Computing
- Ricardo A. Baeza-Yates, Carlos Castillo:
Balancing Volume, Quality and Freshness in Web Crawling. HIS 2002: 565-572 - Niran Angkawattanawit, Arnon Rungsawang:
Learnable Topic-specific Web Crawler. HIS 2002: 573-582 - M. Andrea Rodríguez:
A Spatial Dimension for Searching the World Wide Web. HIS 2002: 583-592 - Ernesto Krsulovic-Morales, Claudio Gutierrez:
Building Yearbooks with RDF. HIS 2002: 593-601 - Mary Carmen Jarur, M. Andrea Rodríguez:
A non-Deterministic versus Deterministic Algorithm for Searching Spatial Configurations. HIS 2002: 602-611 - Mauricio Marin:
Parallel Text Query Processing using Composite Inverted Lists. HIS 2002: 612-624
Interactive Systems
- V. S. Kumar:
Human Reasoning In Soft Computing. HIS 2002: 625-633 - Hugo A. D. do Nascimento, Peter Eades:
A Focus and Constraint-Based Genetic Algorithm for Interactive Directed Graph Drawing. HIS 2002: 634-643 - Emilio Sanchis, María José Castro:
Dialogue Act Connectionist Detection in a Spoken Dialogue System. HIS 2002: 644-651 - Futoshi Sugimoto, Masahide Yoneyama:
A Trial Method to Create a Natural Interaction in Interactive Genetic Algorithm. HIS 2002: 652-662
Signal and Image Processing
- Pablo Navarrete, Javier Ruiz-del-Solar:
Eigenspace-based Face Recognition: A comparative study of different hybrid approaches. HIS 2002: 663-672 - Naima Ait Oufroukh, Etienne Colle:
Pattern Recognition with Ultrasonic Sensor using Classification Methods. HIS 2002: 673-680 - José L. Aguilar:
A Color Pattern Recognition Problem based on the Multiple Classes Random Neural Network Model. HIS 2002: 681-689 - S. V. N. Vishwanathan, M. Narasimha Murty:
Jigsawing : A Method to Create Virtual Examples in OCR data. HIS 2002: 690-696 - Michal Haindl, Stanislava Simberová:
Model-Based Restoration of Short-Exposure Solar Images. HIS 2002: 697-706 - Roelof K. Brouwer:
Using a Helper FFN to Represent the Cost Function for Training DRNN's by Gradient Descent. HIS 2002: 707-714 - Sergio N. Torres, Jorge E. Pezoa:
Scene-Based Nonuniformity Correction Method Using the Inverse Covariance Form of the Kalman Filter. HIS 2002: 715-724 - Esteban Vera, R. Reeves, Sergio N. Torres:
Adaptive Bias Compensation for Non-Uniformity Correction on Infrared Focal Plane Array Detectors. HIS 2002: 725-734 - Roshdy S. Youssif, Carla N. Purdy:
Combining Genetic Algorithms and Neural Networks to Build a Signal Pattern Classifier. HIS 2002: 735-744 - Makoto Murakami, Masahide Yoneyama, Katsuhiko Shirai:
Accurate Human Face Extraction using Genetic Algorithm and Subspace Method. HIS 2002: 745-754 - Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
The Evolutionary Learning Rule for System Identification in Adaptive Finite Impulse Filters. HIS 2002: 755-764 - Mario Köppen, Raul Vicente-Garcia, Xiufen Liu, Bertram Nickolay:
2D-Histogram Lookup for Low-contrast Fault Processing. HIS 2002: 765-774
Industrial Applications
- Kazumi Nakamatsu, Jair Minoro Abe, Atsuyuki Suzuki:
A Railway Interlocking Safety Verification System Based on Abductive Paraconsistent Logic Programming. HIS 2002: 775-784 - Klaus-Dietrich Kramer, Steffen Patzwahl, Thomas Nacke:
Complete Algorithm to realize CI Model-based Control and Monitoring Strategies on Microcontroller Systems. HIS 2002: 785-795 - Vanessa Cristina de Castilho, Maria do Carmo Nicoletti, Mounir Khalil El Debs:
Using Genetic Algorithms for Minimizing the Production Costs of Hollow Core Slabs. HIS 2002: 796-805 - Frédéric Cuppens, Fabien Autrel, Alexandre Miège, Salem Benferhat:
Recognizing Malicious Intention in an Intrusion Detection Process. HIS 2002: 806-817 - Shih-Sian Cheng, Y. H. Chen, C. L. Tseng, Hsin-Chia Fu, Hsiao-Tien Pao:
A Self-growing Probabilistic Decision-based Neural Network with Applications to Anchor/Speaker Identification. HIS 2002: 818-829 - Farlei J. Heinen, Fernando Santos Osório:
HyCAR - A Robust Hybrid Control Architecture for Autonomous Robots. HIS 2002: 830-842
Web and Multimedia Applications
- Xiaozhe Wang, Kate A. Smith:
Clustering Web User Interests Using Self Organising Maps. HIS 2002: 843-852 - Xiaozhe Wang, Ajith Abraham, Kate A. Smith:
Web Traffic Mining Using a Concurrent Neuro-Fuzzy Approach. HIS 2002: 853-862 - Wataru Sunayama, Masahiko Yachida:
Panoramic View System for Extracting Key Sentences based on Viewpoints and an Application to a Search Engine. HIS 2002: 863-870 - Grace W. Rumantir:
Frequent Flyer Points Calculator: More Than Just a Table Lookup. HIS 2002: 871-880 - Mark P. Sinka, David Corne:
Web and Multimedia Applications. HIS 2002: 881-890 - Reginald L. Walker:
Simulating an Information Ecosystem within the WWW. HIS 2002: 891-900
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