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3rd HIS 2003: Melbourne, Australia
- Ajith Abraham, Mario Köppen, Katrin Franke:
Design and Application of Hybrid Intelligent Systems, HIS03, the Third International Conference on Hybrid Intelligent Systems, Melbourne, Australia, December 14-17, 2003. Frontiers in Artificial Intelligence and Applications 105, IOS Press 2003, ISBN 1-58603-394-8
Abstracts of the Plenary Presentations
- David B. Fogel:
Hybrid Computational Intelligence with Evolutionary Computation and Object Neural Networks. HIS 2003: 3 - Graham J. Williams:
Mining the Data Stream. HIS 2003: 4 - David Corne:
Bioalgorithmics: Evolutionary and Other Algorithms ex Silico. HIS 2003: 5 - Nikhil R. Pal:
On-Line Feature and Sensor Selection - The Way To Go. HIS 2003: 6 - Liz Sonenberg:
Agent Deliberation in a Sensor Rich World. HIS 2003: 7 - Rajkumar Roy, Victor Oduguwa:
Integrating Quantitative and Qualitative Information in Design Optimization: A Soft Computing Approach. HIS 2003: 8-9
Neural Networks
- Terence Kwok, Kate A. Smith:
A Self-Organising Neural Network with Intermittent Switching for Combinatorial Optimisation. HIS 2003: 13-21 - Xunxian Wang, David J. Brown:
Incremental Neural Network Construction by Using Correlation as Cost Function. HIS 2003: 22-31 - Grace W. Rumantir:
A Hybrid Statistical and Feedforward Network Model for Time-series Forecasting with a Limited Amount of Data. HIS 2003: 32-41 - H. Shi, L. Wang:
A Mixed Branch-and-bound and Neural Network Approach for the Broadcast Scheduling Problem. HIS 2003: 42-49 - Shenqiang Ding, Cheng Xiang:
Overfitting Problem: a New Perspective from the Geometrical Interpretation of MLP. HIS 2003: 50-57 - Niranjan P. Bidargaddi, Madhu Chetty:
An Incremental Constructive Layer Algorithm for Controller Design. HIS 2003: 58-65 - Adriano L. I. Oliveira, Fernando Buarque de Lima Neto, Silvio Romero de Lemos Meira:
Novelty Detection for Short Time Series with Neural Networks. HIS 2003: 66-76 - Dimitri P. Solomatine:
Mixtures of Simple Models vs ANNs in Hydrological Modeling. HIS 2003: 77-85 - Alex Talevski, Elizabeth Chang, Dianhui Wang, Tharam S. Dillon:
A Software Engineering Approach to Develop Adaptive RBF Neural Networks. HIS 2003: 86-96 - Fuminori Yakuwa, Mika Yoneyama, Yasuhiko Dote:
Novel Time Series Analysis and Prediction of Stock Trading Using Fractal Theory and Time Delayed Neural Network. HIS 2003: 97-106 - Takaharu Takeda, Qiangfu Zhao:
Growing Neural Network Trees Efficiently and Effectively. HIS 2003: 107-115 - Cong Tran, Ajith Abraham, Lakhmi C. Jain:
Decision Support Systems Using Hybrid Neurocomputing. HIS 2003: 116-125 - Daniel Schwartz, Kate A. Smith, Leonid Churilov, Michael Dally, Richard Weber:
Improving Risk Grouping Rules for Prostate Cancer Patients Using Self-Organizing Maps. HIS 2003: 126-136
Evolutionary Neural Networks
- Andrew Skabar:
A GA-based Neural Network Weight Optimization Technique for Semi-Supervised Classifier Learning. HIS 2003: 139-146 - Urszula Markowska-Kaczmar, Marcin Chumieja:
Opening Neural Network Black Box by Evolutionary Approach. HIS 2003: 147-156 - Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay:
Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks. HIS 2003: 157-166 - W. S. Ng, Dipti Srinivasan, A. C. Liew:
Evolving Feedforward Neural Network for Harmonics Signature Identification. HIS 2003: 167-174 - Kah Phooi Seng, Kai-Ming Tse:
Evolutionary Learning of Fuzzy Neural Network Using A Modified Genetic Algorithm. HIS 2003: 175-182
Evolutionary Computation
- Phillip William Dixon, David Corne, Martin J. Oates:
Replacing Generality with Coverage for Improved Learning Classifier Systems. HIS 2003: 185-193 - Leland Hovey, Dmitri E. Volper, Jae C. Oh:
Adaptive Dymanic Load-balancing Through Evolutionary Formation of Coalitions. HIS 2003: 194-203 - Julia Handl, Joshua D. Knowles, Marco Dorigo:
On the Performance of Ant-based Clustering. HIS 2003: 204-213 - Shengxiang Yang:
PDGA: the Primal-Dual Genetic Algorithm. HIS 2003: 214-223 - Chih-Chin Lai, Shih-Wei Chung:
Multiple DNA Sequences Alignment by Means of Genetic Algorithm. HIS 2003: 224-232 - Henry Y. K. Lau, Vicky W. K. Wong, Ivan S. K. Lee:
Immunity-based Autonomous Guided Vehicles Control. HIS 2003: 233-243 - Hisao Ishibuchi, Shiori Kaige:
A Simple but Powerful Multiobjective Hybrid Genetic Algorithm. HIS 2003: 244-251 - Bah-Hwee Gwee, Joseph Sylvester Chang:
A Hybrid Genetic Hill-climbing Algorithm for Four-Coloring Map Problems. HIS 2003: 252-261 - Topon Kumar Paul, Hitoshi Iba:
Optimization in Continuous Domain by Real-coded Estimation of Distribution Algorithm. HIS 2003: 262-271 - Olgierd Unold, Grzegorz Dabrowski:
Use of Learning Classifier System for Inferring Natural Language Grammar. HIS 2003: 272-278
Machine Learning
- Alvin C. M. Kwan, Ken C. K. Chung, Kammy K. K. Yip:
A Constraint-Based Hybrid Heuristic Solver for Practical School Timetabling. HIS 2003: 281-290 - Pramesh Chand, Ly Fie Sugianto:
Horizon-Scan - A Heuristic Search Technique. HIS 2003: 291-300 - Yoko Nishihara, Wataru Sunayama, Masahiko Yachida:
Creative Activity Support for Discovering Effective Combinations. HIS 2003: 301-310 - Marcos Calle, Sebastián Lozano, Kate A. Smith, Gabriel Villa:
An XML Schema Definition for an Operations Research Modeling Language. HIS 2003: 311-320 - Sajjad Haider:
A Hybrid Approach for Learning Parameters of Probabilistic Networks from Incomplete Databases. HIS 2003: 321-330 - Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre C. B. Delbem:
Hybrid Approach for Case Adaptation. HIS 2003: 331-340 - Ickjai Lee:
Fast Qualitative Reasoning about Categories in Conceptual Spaces. HIS 2003: 341-350 - Ivan S. K. Lee, Henry Y. K. Lau, Lionel C. C. Wai:
An Experimental Evaluation of Reinforcement Learning for Gain Scheduling. HIS 2003: 351-360 - K. Foster, Tim Hendtlass:
Combining a Rule-Based Expert System and Machine Learning in a Simulated Mobile Robot Control System. HIS 2003: 361-370 - Angela Y. N. Yip:
A Hybrid Case-Based Reasoning Approach to Business Failure Prediction. HIS 2003: 371-378 - Yifeng Zeng, Kim-Leng Poh:
A Symbolic Method for Structure Verification in Multiply Sectioned Bayesian Networks. HIS 2003: 379-388 - R. Munro:
Seneschal: Classification and Analysis in Supervised Mixture-modelling. HIS 2003: 289-398 - Artur S. d'Avila Garcez, Luís C. Lamb, Dov M. Gabbay:
Neural-Symbolic Intuitionistic Reasoning. HIS 2003: 399-408 - Ikuo Matsuba, Hiroshi Takahashi, Shinya Wakasa:
Stochastically Equivalent Dynamical System Approach To Nonlinear Deterministic Prediction. HIS 2003: 409-418
Fuzzy Systems
- Alex Tze Hiang Sim, Vincent C. S. Lee:
A Simplified Neuro-Fuzzy Inference System (S-NFIS) Tool for Criteria Matching. HIS 2003: 419-429 - Chenn-Jung Huang, Wei Kuang Lai, Hsu-Sheng Tsai, Sheng-Yu Hsiao, Hao-Yu Liu:
A Fuzzy-Routing-Zone-Based Routing Protocol for Bluetooth MANET. HIS 2003: 430-439 - W. Wang, Kim-Leng Poh:
Fuzzy Multicriteria Decision Making under Attitude and Confidence Analysis. HIS 2003: 440-447 - Quoc Vong Do, Arthur Filippidis, Lakhmi C. Jain, V. A. B. Hardikar:
Fuzzy Tracking Expert System for Enhancing Situation Awareness. HIS 2003: 448-457 - Shunsuke Yatabe, Yuzuru Kakuda, Makoto Kikuchi:
On a Set Theory With Uncertain Membership Relations. HIS 2003: 458-467 - Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Design of Transparent Mamdani Fuzzy Inference Systems. HIS 2003: 468-477
Features, Clustering and Classification
- Kyungmi Lee, Vladimir Estivill-Castro:
Feature Extraction Techniques for Ultrasonic Shaft Signal Classification. HIS 2003: 479-488 - Biswanath Bhattacharya, Dimitri P. Solomatine:
An Algorithm for Clustering and Classification of Series Data with Constraint of Contiguity. HIS 2003: 489-498 - Richard Dazeley, Byeong Ho Kang:
Rated MCRDR: Finding non-Linear Relationships Between Classifications in MCRDR. HIS 2003: 499-508 - Satoshi Hirakawa, Chie Muraki Asano, N. Hamahashi, Akira Asano:
Discriminal Exploration of Image Features for Describing Visual Impressions of Black Fabrics. HIS 2003: 509-518 - Melanie Middlemiss, Grant Dick:
Feature Selection of Intrusion Detection Data using a Hybrid Genetic Algorithm/KNN Approach. HIS 2003: 519-527 - Evgenia Dimitriadou, Andreas Weingessel, Kurt Hornik:
A Cluster Ensembles Framework. HIS 2003: 528-534 - Canasai Kruengkrai, Virach Sornlertlamvanich, Hitoshi Isahara:
Refining A Divisive Partitioning Algorithm for Unsupervised Clustering. HIS 2003: 535-542
Support Vector Machines and Kernel Methods
- Brendan Owen, Marimuthu Palaniswami, L. Swierkowski:
Automatic Ship Classification using Support Vector Machines. HIS 2003: 545-552 - Shawkat Ali, Kate A. Smith:
Matching SVM Kernel's Suitability to Data Characteristics Using Tree by Fuzzy C-means Clustering. HIS 2003: 553-562 - Bernardete Ribeiro:
Learning Adaptive Kernels for Model Diagnosis. HIS 2003: 563-571 - Stella M. Clarke, Michael F. Zaeh, J. H. Griebsch:
Predicting Haptic Data with Support Vector Regression for Telepresence Applications. HIS 2003: 572-581 - Manuel Zahariev:
Automatic Acquisition of Long-Distance Acronym Definitions. HIS 2003: 582-592
Rough Sets: Theorie and Applications
- Hung Son Nguyen, Sinh Hoa Nguyen:
Approximated Measures in Construction of Decision Trees from Large Databases. HIS 2003: 595-604 - Jamil Saquer, Jitender S. Deogun:
Approximating Monotone Concepts. HIS 2003: 605-613 - Stanislaw Bajcar, Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse, Zdzislaw S. Hippe:
Diagnosis of Melanoma Based on Data Mining and ABCD Formulars. HIS 2003: 614-622 - Lech Polkowski, Maria Semeniuk-Polkowska:
Rough-Fuzzy-Neurocomputing Based on Rough Mereological Calcus of Granules. HIS 2003: 623-630 - Sonajharia Minz, Rajni Jain:
Hybridized Rough Set Framework for Classification: An Experimental View. HIS 2003: 631-640
Data Mining
- Sohail Asghar, Damminda Alahakoon:
A Hybrid Neural Network Based DBMS System for Enhanced Functionality. HIS 2003: 643-651 - Raj P. Gopalan, Yudho Giri Sucahyo:
Efficient Mining of Long Frequent Patterns from Very Large Dense Datasets. HIS 2003: 652-661 - H. Shimakawa, H. Yamahara, Y. Imayama, M. Ushijima, S. Azuma:
Pattern Refinement with Model Data Fusion to Predict Exchange Rate Movement. HIS 2003: 662-671 - H. J. Lee, W. H. Park, D. S. Park:
An Efficient Algorithm for Mining Quantitative Association Rules to Raise Reliance of Data in Large Databases. HIS 2003: 672-681 - Rasika Amarasiri, Damminda Alahakoon:
Applying Dynamic Self Organizing Maps for Identifying Changes in Data Sequences. HIS 2003: 682-691 - Michael Ismail, Victor Ciesielski:
An Empirical Investigation of the Impact of Discretization on Common Data Distributions. HIS 2003: 692-701 - Xiaoshu Hang, Honghua Dai, E. Lanham:
Mining Sequential Causal Patterns with User-Specified Skeletons in Multi-Sequence of Event Data. HIS 2003: 702-711 - Zeljko Popovic:
Knowledge Extraction from Construction Cost Databases Using Fuzzy Queries. HIS 2003: 712-721 - Tomoya Takamitsu, Takao Miura, Isamu Shioya:
Decision Trees Using Class Hierarchy. HIS 2003: 722-731 - Huilin Ye, Hanchang Liu:
A SOM-Based Query Refinement Mechanism. HIS 2003: 732-740
Agent Systems
- Christos Sioutis, Nikhil Ichalkaranje, Lakhmi C. Jain:
A Framework for Interfacing BDI agents to a Real-time Simulated Environment. HIS 2003: 743-748 - Martin R. Stytz, Sheila B. Banks:
An Architecture to Address Uncertain Requirements and Composability for Intelligent Agents in Distributed Simulations. HIS 2003: 749-758 - Reda Alhajj, Mehmet Kaya:
Employing OLAP Mining for Multiagent Reinforcement Learning. HIS 2003: 759-768 - W. Qu, H. Shen, J. Sum:
New Analysis on Mobile Agents Based Network Routing. HIS 2003: 769-778 - Srinivas Mukkamala, Andrew H. Sung, Ajith Abraham:
Distributed Multi-Intelligent Agent Framework for Detection of Stealthy Probes. HIS 2003: 779-788 - Seiji Ishihara, Harukazu Igarashi:
Policy Gradient Methods in Multi-Agent Systems. HIS 2003: 789-798 - Zili Zhang, Chengqi Zhang:
Building Agent-Based Hybrid Intelligent Systems. HIS 2003: 799-808
Signal and Image Processing
- D. Deng:
Content-based Image Collection Profiling and Comparison via Self-Organized Maps. HIS 2003: 811-819 - Kenneth Chan, N. Kansara, M. Mirbagheri, Siddeswara Mayura Guru, Saman K. Halgamuge, Saman Fernando:
Development of Hybrid Interface for Intelligent Sensor Management. HIS 2003: 820-829 - Manus Kwan, Kutluyil Dogancay, Lakhmi C. Jain:
Fair Multi-Path Selection For Real-Time Video Transmission In Ad-Hoc Networks Using Artificial Intelligence. HIS 2003: 830-841 - Joselíto J. Chua, Peter E. Tischer:
A Similarity Measure Based on Causal Neighbours and Mutual Information. HIS 2003: 842-851 - Enric Celaya, Pablo Jiménez:
Salience Detection in Time-Evolving Image Sequences. HIS 2003: 852-860 - S. H. Srinivasan:
Spectral Matching of Bipartite Graphs. HIS 2003: 861-867 - Mario Köppen, Evgenia Dimitriadou:
Concurrent Application of Genetic Algorithm in Pattern Recognition. HIS 2003: 868-877 - Dietrich Van der Weken, Mike Nachtegael, Etienne E. Kerre:
Constructing Neighbourhood-based Image Similarity Measures. HIS 2003: 878-886 - Ernesto Burattini, Paolo Coraggio, Massimo De Gregorio:
Agent WiSARD: A Hybrid System for Reconstructing and Understanding Two-dimensional Geometrical Figures. HIS 2003: 887-896 - G. Saravana Kumar, Prem Kumar Kalra, Sanjay G. Dhande:
Hybridization of GA, ANN and Classical Optimization for B-spline Curve Fitting. HIS 2003: 897-906 - Cleber Zanchettin, Teresa Bernarda Ludermir:
Wavelet Filter for Noise Reduction and Signal Compression in an Artificial Nose. HIS 2003: 907-916 - Cleber Zanchettin, Teresa Bernarda Ludermir:
A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose. HIS 2003: 917-926 - Katrin Franke, Lambert Schomaker, Christian Veenhuis, C. Taubenheim, Isabelle Guyon, Louis Vuurpijl, Merijn van Erp, G. Zwarts:
WANDA: A generic Framework applied in Forensic Handwriting Analysis and Writer Identification. HIS 2003: 927-938
Emotional Information Processing
- Attila Szaló, Annamária Csordás, László Laufer, Gábor Tatai:
The GALA Layered Emotion Model for Advanced HCI Interfaces. HIS 2003: 941-950 - Weidong Zhou, Richard J. Coggins:
Emotion-based Hierarchical Reinforcement Learning. HIS 2003: 951-960 - Natalia Esau, Bernd Kleinjohann, Lisa Kleinjohann, Dirk Stichling:
MEXI: Machine with Emotionally eXtended Intelligence. HIS 2003: 961-970
Security Applications
- J. S. Yang, C. H. Wu:
Plagiarism Detection of Text using Knowledge-based Techniques. HIS 2003: 973-982 - Tansel Özyer, Reda Alhajj, Ken Barker:
A Boosting Genetic Fuzzy Classifier for Intrusion Detection Using Data Mining Techniques for Rule Pre-screening. HIS 2003: 983-992 - Tai-Wen Yue, Suchen Chiang:
A Neural-Network Approach for Visual Cryptography and Authorization. HIS 2003: 993-1002 - Feng-Hsing Wang, Lakhmi C. Jain, Jeng-Shyang Pan:
A Novel VQ-Based Watermarking Scheme with Genetic Codebook Partition. HIS 2003: 1003-1012
Web Intelligence
- Mark P. Sinka, David Corne:
Evolving Better Stoplists for Document Clustering and Web Intelligence. HIS 2003: 1015-1023 - L. S. Tseng, C. H. Wu:
Detection of Spam E-Mails by Analyzing the Distributing Behaviors of E-Mail Servers. HIS 2003: 1024-1033 - Victor Ciesielski, A. Lalani:
Data Mining of Web Access Logs From an Academic Web Site. HIS 2003: 1034-1043 - Mohammed Abdel Razek, Claude Frasson, Marc Kaltenbach:
Dominant Meanings Classification Model for Web Information. HIS 2003: 1044-1053 - Keqiu Li, Hong Shen:
Constrained Coordinated En-Route Web Caching in Tree Networks. HIS 2003: 1054-1064
Real-World Applications
- K. Thornton, E. Burn:
User Driven Exploration of System Performance: The Use of VRDM Building Blocks to Create a Custom Made System Management Tool. HIS 2003: 1067-1075 - Luis Aburto, Richard Weber:
Demand Forecast in a Supermarket Using a Hybrid Intelligent System. HIS 2003: 1076-1083 - Longbing Cao, Dan Luo, Chao Luo, Chengqi Zhang:
Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System. HIS 2003: 1084-1093 - Siavash Rezazadeh, Gholamreza Vossoughi:
Modeling and Optimization of an Internal Combustion Engine Mapping Using Neural Networks and Particle Swarm Optimization. HIS 2003: 1094-1103 - Hisayoshi Sugiyama, Tetsuo Tsujioka, Masashi Murata:
Victim Detection System for Urban Search and Rescue Based on Active Network Operation. HIS 2003: 1104-1113 - Erich Prem, E. Hoertnagl, Patrick Poelz:
Anchoring Symbols in Hybrid Autonomous Systems Using Isomap Sequences. HIS 2003: 1114-1123 - Yutaka Inoue, Takahiro Tohge, Hitoshi Iba:
Cooperative Transportation by Humanoid Robots: Learning to Correct Positioning. HIS 2003: 1124-1134
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