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9. WSC 2004
- Ajith Abraham, Bernard De Baets, Mario Köppen, Bertram Nickolay:
Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th - October 8th, 2004, held on the World Wide Web. Advances in Soft Computing 34, Springer 2004, ISBN 978-3-540-31649-7
Plenary Presentations
- Ronald R. Yager:
Applying Fuzzy Sets to the SemanticWeb: The Problem of Retranslation. 3-18 - Witold Pedrycz:
Granular Computing: An Overview. 19-34
Classification and Clustering
- Sudhir Kumar Barai
, Piyush Agrawal:
Parallel Neuro Classifier for Weld Defect Classification. 37-54 - Ivanoe De Falco
An Innovative Approach to Genetic Programming - based Clustering. 55-64 - Shing Chiang Tan
An Adaptive Fuzzy Min-Max Conflict-Resolving Classifier. 65-76 - Juan P. Wachs
A Method to Enhance the 'Possibilistic C-Means with Repulsion' Algorithm based on Cluster Validity Index. 77-87
Optimization
- Lukasz Zielinski, Jerzy Rutkowski:
Design Centering and Tolerancing with Utilization of Evolutionary Techniques. 91-98 - Muhammad Sarfraz, M. Riyazuddin:
Curve Fitting with NURBS using Simulated Annealing. 99-112 - Crina Grosan
Multiobjective Adaptive Representation Evolutionary Algorithm (MAREA) - a new evolutionary algorithm for multiobjective optimization. 113-121 - Raul Baños
Adapting Multi-Objective Meta-Heuristics for Graph Partitioning. 123-132
Diagnosis and Fault Tolerance
- Abhinav Saxena
Genetic Algorithms for Artificial Neural Net-based Condition Monitoring System Design for Rotating Mechanical Systems. 135-149 - Bing Nan Li, Ming-Chui Dong, Mang I Vai:
The Applications of Soft Computing in Embedded Medical Advisory Systems for Pervasive Health Monitoring. 151-160 - Kai Meng Tay
Application of Fuzzy Inference Techniques to FMEA. 161-171 - Giuseppe Nunnari
Bayesian Networks Approach for a Fault Detection and Isolation Case Study. 173-183
Tracking and Surveillance
- Cezar Augusto Sierakowski, Leandro dos Santos Coelho
Path Planning Optimization for Mobile Robots Based on Bacteria Colony Approach. 187-198 - Karsten Weicker
An Empirical Investigation of Optimum Tracking with Evolution Strategies. 199-208 - Giuseppe Nunnari
Implementing a Warning System for Stromboli Volcano. 209-218
Scheduling and Layout
- José António Oliveira:
A Genetic Algorithm with a Quasi-local Search for the Job Shop Problem with Recirculation. 221-234 - Chin-Wei Bong
A Multiobjective Metaheuristic for Spatial-based Redistricting. 235-250 - Valdair Candido Martins, Marco Antônio Barbosa Cândido, Leandro dos Santos Coelho
Solving Facility Layout Problems with a Set of Geometric Hard-constraints using Tabu Search. 251-262
Complexity Management
- Graziano Catucci, Fabio Abbattista
Empathy: A Computational Framework for Emotion Generation. 265-277 - István Juhos, György Szarvas:
Intelligent Forecast with Dimension Reduction. 279-292 - Nicola Cesario, Palma Petti, Francesco Pirozzi:
Stochastic Algorithm Computational Complexity Comparison on Test Functions. 293-302 - Bruno Avila de Meirelles Herrera, Leonardo Ribas, Leandro dos Santos Coelho
Nonlinear Identification Method of a Yo-yo System Using Fuzzy Model and Fast Particle Swarm Optimisation. 303-314
Manufacturing and Production
- Fuhua Jiang, Zhiyi Li, Yan-Qing Zhang:
Hybrid Type-1-2 Fuzzy Systems for Surface Roughness Control. 317-327 - Ananya Mukhopadhyay, Asif Iqbal:
Comparison of ANN and MARS in Prediction of Property of Steel Strips. 329-341 - T. K. K. R. Mediliyegedara, A. K. M. De Silva, D. K. Harrison, J. A. McGeough, D. Hepburn:
Designing Steps and Simulation Results of a Pulse Classification System for the Electro Chemical Discharge Machining (ECDM) Process - An Artificial Neural Network Approach. 343-352
Signal Processing
- Woi Seng Ooi, Chee Peng Lim:
Hybrid Image Segmentation based on Fuzzy Clustering Algorithm for Satellite Imagery Searching and Retrieval. 355-372 - Kok Yeng Chen, Chee Peng Lim, Robert F. Harrison
Boosting the Performance of the Fuzzy Min-Max Neural Network in Pattern Classification Tasks. 373-387 - Juan Manuel Górriz
A Genetic Algorithm for Solving BSS-ICA. 389-398
Computer Security
- Thai Duy Hien, Zensho Nakao, Yen-Wei Chen:
RDWT Domain Watermarking based on Independent Component Analysis Extraction. 401-414 - Nadia Nedjah
Towards Very Fast Modular Exponentiations Using Ant Colony. 415-424 - Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski
Taming the Curse of Dimensionality in Kernels and Novelty Detection. 425-438
Bioinformatics
- Ivanoe De Falco
A Genetic Algorithm with Self-sizing Genomes for Data Clustering in Dermatological Semeiotics. 441-450 - Romesh M. Ranawana, Vasile Palade
MultiNNProm: A Multi-Classifier System for Finding Genes. 451-463 - Abiola Oduguwa, Ashutosh Tiwari, Rajkumar Roy
An Overview of Soft Computing Techniques Used in the Drug Discovery Process. 465-480
Text Processing
- Mu Hee Song, Soo Yeon Lim, Seong-Bae Park, Dong-Jin Kang, Sang-Jo Lee:
Ontology-Based Automatic Classification of Web Pages. 483-493 - A. Cüneyd Tantug, Gülsen Eryigit
Performance Analysis of Naiotave Bayes Classification, Support Vector Machines and Neural Networks for Spam Categorization. 495-504 - Masrah Azrifah Azmi Murad
Sentence Extraction Using Asymmetric Word Similarity and Topic Similarity. 505-514
Algorithm Design
- Cândida Ferreira:
Designing Neural Networks Using Gene Expression Programming. 517-535 - Hongbo Liu, Bo Li, Ye Ji, Tong Sun:
Particle Swarm Optimisation from lbest to gbest. 537-545 - Crina Grosan
Multiobjective 0/1 Knapsack Problem using Adaptive epsilon-Dominance. 547-556
Control
- Nicola Cesario:
Closed Loop Control for Common Rail Diesel Engines based on Rate of Heat Release. 559-568 - Otacílio M. Almeida, Laurinda Lucia N. Reis, Luis Daniel S. Bezerra, Sanderson Emanuel U. Lima:
A MIMO Fuzzy Logic Autotuning PID Controller: Method and Application. 569-580 - Silviano Rafael
Performance of a Four Phase Switched Reluctance Motor Speed Control Based On an Adaptive Fuzzy System: Experimental Tests, Analysis and Conclusions. 581-599
Hybrid Intelligent Systems using Fuzzy Logic, Neural Networks and Genetic Algorithms
- Patricia Melin
Modular Neural Networks and Fuzzy Sugeno Integral for Face and Fingerprint Recognition. 603-618 - Oscar Montiel
Evolutionary Modeling Using A Wiener Model. 619-632 - Oscar Castillo
Evolutionary Computing for Topology Optimization of Fuzzy Systems in Intelligent Control. 633-647
Recent Developments in Support Vector and Kernel Machines
- Junping Zhang, Li He, Zhi-Hua Zhou:
Analyzing Magnification Factors and Principal Spread Directions in Manifold Learning. 651-664 - Uri Kartoun, Helman Stern, Yael Edan
Bag Classification Using Support Vector Machines. 665-674 - J. B. Gao, Lei Zhang:
The Error Bar Estimation for the Soft Classification with Gaussian Process Models. 675-683 - Sheng Zheng, Jian Liu, Jin-Wen Tian:
Research of Mapped Least Squares SVM Optimal Configuration. 685-694 - Tao Wu, Hanqing Zhao:
Classifying Unlabeled Data with SVMs. 695-702
Robotics
- Peipei Fang, Yan-Qing Zhang:
Car Auxiliary Control System Using Type-II Fuzzy Logic and Neural Networks. 705-716 - Yizhen Zhang, Erik K. Antonsson, Alcherio Martinoli
Evolving Neural Controllers for Collective Robotic Inspection. 717-729 - Ayanna M. Howard, Edward W. Tunstel:
A Self-Contained Traversability Sensor for Safe Mobile Robot Guidance in Unknown Terrain. 731-748 - Ran Shneor, Sigal Berman
Fuzzy Dispatching of Automated Guided Vehicles. 749-760
Soft Computing and Hybrid Intelligent Systems in Product Design and Development
- António Gaspar-Cunha
Application of Evolutionary Algorithms to the Design of Barrier Screws for Single Screw Extruders. 763-774 - Xuan F. Zha:
Soft Computing in Engineering Design: A Fuzzy Neural Network for Virtual Product Design. 775-784 - Chengliang Liu, Xuan F. Zha, Yubin Miao, Jay Lee
Internet Server Controller Based Intelligent Maintenance System for Products. 785-794 - Xuan F. Zha:
A Novel Genetic Fuzzy/Knowledge Petri Net Model and Its Applications. 795-804 - Yong Zhao, Cheng Zhao, Jianzhong Cha:
Individual Product Customization Based On Multi-agent Technology. 805-814 - Yong Zhao, Cheng Zhao, Jianzhong Cha:
An Intelligent Design Method of Product Scheme Innovation. 815-824 - Chengliang Liu, Kun Xie, Yubin Miao, Xuan F. Zha, Zhengjin Feng, Jay Lee
Communication Method for Chaotic Encryption in Remote Monitoring Systems for Product e-Manufacturing and e-Maintenance. 825-834
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