3. HIS 2003:
Melbourne, Australia
Ajith Abraham, Mario Köppen, Katrin Franke (Eds.):
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.
3
- Graham J. Williams:
Mining the Data Stream.
4
- David Corne:
Bioalgorithmics: Evolutionary and Other Algorithms ex Silico.
5
- Nikhil R. Pal:
On-Line Feature and Sensor Selection - The Way To Go.
6
- Liz Sonenberg:
Agent Deliberation in a Sensor Rich World.
7
- Rajkumar Roy, Victor Oduguwa:
Integrating Quantitative and Qualitative Information in Design Optimization: A Soft Computing Approach.
8-9
Neural Networks
- Terence Kwok, Kate A. Smith:
A Self-Organising Neural Network with Intermittent Switching for Combinatorial Optimisation.
13-21
- Xunxian Wang, David J. Brown:
Incremental Neural Network Construction by Using Correlation as Cost Function.
22-31
- Grace W. Rumantir:
A Hybrid Statistical and Feedforward Network Model for Time-series Forecasting with a Limited Amount of Data.
32-41
- H. Shi, L. Wang:
A Mixed Branch-and-bound and Neural Network Approach for the Broadcast Scheduling Problem.
42-49
- Shenqiang Ding, Cheng Xiang:
Overfitting Problem: a New Perspective from the Geometrical Interpretation of MLP.
50-57
- Niranjan P. Bidargaddi, Madhu Chetty:
An Incremental Constructive Layer Algorithm for Controller Design.
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.
66-76
- Dimitri P. Solomatine:
Mixtures of Simple Models vs ANNs in Hydrological Modeling.
77-85
- Alex Talevski, Elizabeth Chang, Dianhui Wang, Tharam S. Dillon:
A Software Engineering Approach to Develop Adaptive RBF Neural Networks.
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.
97-106
- T. Takeda, Q. F. Zhao:
Growing Neural Network Trees Efficiently and Effectively.
107-115
- Cong Tran, Ajith Abraham, Lakhmi C. Jain:
Decision Support Systems Using Hybrid Neurocomputing.
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.
126-136
Evolutionary Neural Networks
Evolutionary Computation
- Phillip William Dixon, David Corne, Martin J. Oates:
Replacing Generality with Coverage for Improved Learning Classifier Systems.
185-193
- Leland Hovey, Dmitri E. Volper, Jae C. Oh:
Adaptive Dymanic Load-balancing Through Evolutionary Formation of Coalitions.
194-203
- Julia Handl, Joshua D. Knowles, Marco Dorigo:
On the Performance of Ant-based Clustering.
204-213
- Shengxiang Yang:
PDGA: the Primal-Dual Genetic Algorithm.
214-223
- C.-C. Lai, S.-W. Chung:
Multiple DNA Sequences Alignment by Means of Genetic Algorithm.
224-232
- Henry Y. K. Lau, Vicky W. K. Wong, Ivan S. K. Lee:
Immunity-based Autonomous Guided Vehicles Control.
233-243
- Hisao Ishibuchi, Shiori Kaige:
A Simple but Powerful Multiobjective Hybrid Genetic Algorithm.
244-251
- Bah-Hwee Gwee, Joseph Sylvester Chang:
A Hybrid Genetic Hill-climbing Algorithm for Four-Coloring Map Problems.
252-261
- Topon Kumar Paul, Hitoshi Iba:
Optimization in Continuous Domain by Real-coded Estimation of Distribution Algorithm.
262-271
- Olgierd Unold, Grzegorz Dabrowski:
Use of Learning Classifier System for Inferring Natural Language Grammar.
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.
281-290
- P. Chand, L. F. Sugianto:
Horizon-Scan - A Heuristic Search Technique.
291-300
- Yoko Nishihara, Wataru Sunayama, Masahiko Yachida:
Creative Activity Support for Discovering Effective Combinations.
301-310
- Marcos Calle, Sebastián Lozano, Kate A. Smith, Gabriel Villa:
An XML Schema Definition for an Operations Research Modeling Language.
311-320
- S. Haider:
A Hybrid Approach for Learning Parameters of Probabilistic Networks from Incomplete Databases.
321-330
- Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem:
Hybrid Approach for Case Adaptation.
331-340
- Ickjai Lee:
Fast Qualitative Reasoning about Categories in Conceptual Spaces.
341-350
- Ivan S. K. Lee, Henry Y. K. Lau, Lionel C. C. Wai:
An Experimental Evaluation of Reinforcement Learning for Gain Scheduling.
351-360
- K. Foster, Tim Hendtlass:
Combining a Rule-Based Expert System and Machine Learning in a Simulated Mobile Robot Control System.
361-370
- Angela Y. N. Yip:
A Hybrid Case-Based Reasoning Approach to Business Failure Prediction.
371-378
- Yifeng Zeng, Kim-Leng Poh:
A Symbolic Method for Structure Verification in Multiply Sectioned Bayesian Networks.
379-388
- R. Munro:
Seneschal: Classification and Analysis in Supervised Mixture-modelling.
289-398
- Artur S. d'Avila Garcez, Luís C. Lamb, Dov M. Gabbay:
Neural-Symbolic Intuitionistic Reasoning.
399-408
- Ikuo Matsuba, Hiroshi Takahashi, Shinya Wakasa:
Stochastically Equivalent Dynamical System Approach To Nonlinear Deterministic Prediction.
409-418
Fuzzy Systems
- Alex Tze Hiang Sim, Vincent C. S. Lee:
A Simplified Neuro-Fuzzy Inference System (S-NFIS) Tool for Criteria Matching.
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.
430-439
- W. Wang, Kim-Leng Poh:
Fuzzy Multicriteria Decision Making under Attitude and Confidence Analysis.
440-447
- Quoc Vong Do, Arthur Filippidis, Lakhmi C. Jain, V. A. B. Hardikar:
Fuzzy Tracking Expert System for Enhancing Situation Awareness.
448-457
- Shunsuke Yatabe, Yuzuru Kakuda, Makoto Kikuchi:
On a Set Theory With Uncertain Membership Relations.
458-467
- Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Design of Transparent Mamdani Fuzzy Inference Systems.
468-477
Features, Clustering and Classification
- Kyungmi Lee, Vladimir Estivill-Castro:
Feature Extraction Techniques for Ultrasonic Shaft Signal Classification.
479-488
- Biswanath Bhattacharya, Dimitri P. Solomatine:
An Algorithm for Clustering and Classification of Series Data with Constraint of Contiguity.
489-498
- Richard Dazeley, Byeong Ho Kang:
Rated MCRDR: Finding non-Linear Relationships Between Classifications in MCRDR.
499-508
- Satoshi Hirakawa, Chie Muraki Asano, N. Hamahashi, Akira Asano:
Discriminal Exploration of Image Features for Describing Visual Impressions of Black Fabrics.
509-518
- Melanie Middlemiss, Grant Dick:
Feature Selection of Intrusion Detection Data using a Hybrid Genetic Algorithm/KNN Approach.
519-527
- Evgenia Dimitriadou, Andreas Weingessel, Kurt Hornik:
A Cluster Ensembles Framework.
528-534
- Canasai Kruengkrai, Virach Sornlertlamvanich, Hitoshi Isahara:
Refining A Divisive Partitioning Algorithm for Unsupervised Clustering.
535-542
Support Vector Machines and Kernel Methods
Rough Sets:
Theorie and Applications
Data Mining
- Sohail Asghar, Damminda Alahakoon:
A Hybrid Neural Network Based DBMS System for Enhanced Functionality.
643-651
- Raj P. Gopalan, Yudho Giri Sucahyo:
Efficient Mining of Long Frequent Patterns from Very Large Dense Datasets.
652-661
- H. Shimakawa, H. Yamahara, Y. Imayama, M. Ushijima, S. Azuma:
Pattern Refinement with Model Data Fusion to Predict Exchange Rate Movement.
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.
672-681
- Rasika Amarasiri, Damminda Alahakoon:
Applying Dynamic Self Organizing Maps for Identifying Changes in Data Sequences.
682-691
- Michael Ismail, Victor Ciesielski:
An Empirical Investigation of the Impact of Discretization on Common Data Distributions.
692-701
- Xiaoshu Hang, Honghua Dai, E. Lanham:
Mining Sequential Causal Patterns with User-Specified Skeletons in Multi-Sequence of Event Data.
702-711
- Zeljko Popovic:
Knowledge Extraction from Construction Cost Databases Using Fuzzy Queries.
712-721
- Tomoya Takamitsu, Takao Miura, Isamu Shioya:
Decision Trees Using Class Hierarchy.
722-731
- Huilin Ye, Hanchang Liu:
A SOM-Based Query Refinement Mechanism.
732-740
Agent Systems
- Christos Sioutis, Nikhil Ichalkaranje, Lakhmi C. Jain:
A Framework for Interfacing BDI agents to a Real-time Simulated Environment.
743-748
- Martin R. Stytz, Sheila B. Banks:
An Architecture to Address Uncertain Requirements and Composability for Intelligent Agents in Distributed Simulations.
749-758
- Reda Alhajj, Mehmet Kaya:
Employing OLAP Mining for Multiagent Reinforcement Learning.
759-768
- W. Qu, H. Shen, J. Sum:
New Analysis on Mobile Agents Based Network Routing.
769-778
- Srinivas Mukkamala, Andrew H. Sung, Ajith Abraham:
Distributed Multi-Intelligent Agent Framework for Detection of Stealthy Probes.
779-788
- Seiji Ishihara, Harukazu Igarashi:
Policy Gradient Methods in Multi-Agent Systems.
789-798
- Zili Zhang, Chengqi Zhang:
Building Agent-Based Hybrid Intelligent Systems.
799-808
Signal and Image Processing
- D. Deng:
Content-based Image Collection Profiling and Comparison via Self-Organized Maps.
811-819
- Kenneth Chan, N. Kansara, M. Mirbagheri, Siddeswara Mayura Guru, Saman K. Halgamuge, Saman Fernando:
Development of Hybrid Interface for Intelligent Sensor Management.
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.
830-841
- Joselíto J. Chua, Peter E. Tischer:
A Similarity Measure Based on Causal Neighbours and Mutual Information.
842-851
- Enric Celaya, Pablo Jiménez:
Salience Detection in Time-Evolving Image Sequences.
852-860
- S. H. Srinivasan:
Spectral Matching of Bipartite Graphs.
861-867
- Mario Köppen, Evgenia Dimitriadou:
Concurrent Application of Genetic Algorithm in Pattern Recognition.
868-877
- Dietrich Van der Weken, Mike Nachtegael, Etienne E. Kerre:
Constructing Neighbourhood-based Image Similarity Measures.
878-886
- Ernesto Burattini, Paolo Coraggio, Massimo De Gregorio:
Agent WiSARD: A Hybrid System for Reconstructing and Understanding Two-dimensional Geometrical Figures.
887-896
- G. Saravana Kumar, Prem Kumar Kalra, Sanjay G. Dhande:
Hybridization of GA, ANN and Classical Optimization for B-spline Curve Fitting.
897-906
- Cleber Zanchettin, Teresa Bernarda Ludermir:
Wavelet Filter for Noise Reduction and Signal Compression in an Artificial Nose.
907-916
- Cleber Zanchettin, Teresa Bernarda Ludermir:
A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose.
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.
927-938
Emotional Information Processing
Security Applications
Web Intelligence
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.
1067-1075
- Luis Aburto, Richard Weber:
Demand Forecast in a Supermarket Using a Hybrid Intelligent System.
1076-1083
- Longbing Cao, Dan Luo, Chao Luo, Chengqi Zhang:
Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System.
1084-1093
- Siavash Rezazadeh, Gholamreza Vossoughi:
Modeling and Optimization of an Internal Combustion Engine Mapping Using Neural Networks and Particle Swarm Optimization.
1094-1103
- Hisayoshi Sugiyama, Tetsuo Tsujioka, Masashi Murata:
Victim Detection System for Urban Search and Rescue Based on Active Network Operation.
1104-1113
- Erich Prem, E. Hoertnagl, Patrick Poelz:
Anchoring Symbols in Hybrid Autonomous Systems Using Isomap Sequences.
1114-1123
- Yutaka Inoue, Takahiro Tohge, Hitoshi Iba:
Cooperative Transportation by Humanoid Robots: Learning to Correct Positioning.
1124-1134
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