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Design and application of hybrid intelligent systems

Author: Ajith Abraham; Mario Köppen; Katrin Franke
Publisher: Amsterdam ; Washington, DC : IOS ; Tokyo : Ohmsha, ©2003.
Series: Frontiers in artificial intelligence and applications, v. 104.; Frontiers in artificial intelligence and applications., Knowledge-based intelligent engineering systems.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Summary:

Intelligent Systems cover a broad area of knowledge-based systems, computational intelligence, soft computing, and their hybrid combinations.

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Genre/Form: Conference papers and proceedings
Congresses
Material Type: Conference publication
Document Type: Book
All Authors / Contributors: Ajith Abraham; Mario Köppen; Katrin Franke
ISBN: 1586033948 9781586033941 4274906310 9784274906312
OCLC Number: 54376027
Notes: Conference held December 14-17, 2003 in Melbourne, Australia.
Description: xvii, 1137 pages : illustrations ; 25 cm.
Contents: HIS'03 Technical Co-sponsors --
HIS'03 Organization --
1. Abstracts of the Plenary Presentations --
2. Neural Networks --
A Self-organising Neural Network with Intermittent Switching Dynamics for Combinatorial Optimisation / T. Kwok and K.A. Smith --
Incremental Neural Network Construction by Using Correlation as Cost Function / X.X. Wang and D.J. Brown --
A Hybrid Statistical and Feedforward Network Model for Time-series Forecasting with a Limited Amount of Real Data / G.W. Rumantir --
A Mixed Branch-and-bound and Neural Network Approach for the Broadcast Scheduling Problem / H. Shi and L. Wang --
Overfitting Problem: A New Perspective from the Geometrical Interpretation of MLP / S.Q. Ding and C. Xiang --
An Incremental Constructive Layer Algorithm for Controller Design / N.P. Bidargaddi and M. Chetty --
Novelty Detection for Short Time Series with Neural Networks / A.L.I. Oliveira, F.B.L. Neto and S.R.L. Meira --
Mixtures of Simple Models vs. ANNs in Hydrological Modelling / D.P. Solomatine --
A Software Engineering Approach to Develop Adaptive RBF Neural Networks / A. Talevski, E. Chang, D.H. Wang and T.S. Dillon --
Novel Time Series Analysis and Prediction of Stock Trading Using Fractal Theory and Time Delayed Neural Network / F. Yakuwa, M. Yoneyama and Y. Dote --
Growing Neural Network Trees Efficiently and Effectively / T. Takeda and Q. Zhao --
Decision Support Systems Using Hybrid Neurocomputing / C. Tran, A. Abraham and L. Jain --
Improving Risk Grouping Rules for Prostate Cancer Patients Using Self-organising Maps / D. Schwartz, K.A. Smith, L. Churilov, M. Dally and R. Weber --
3. Evolutionary Neural Networks --
A GA-based Neural Network Weight Optimization Technique for Semi-supervised Classifier Learning / A. Skabar --
Opening Neural Network Black Box by Evolutionary Approach / U. Markowska-Kaczmar and M. Chumieja --
Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks / M.H. Nguyen, H.A. Abbass and R.I. McKay --
Evolving Feedforward Neural Network for Harmonics Signature Identification / W.S. Ng, D. Srinivasan and A.C. Liew --
Evolutionary Learning of Fuzzy Neural Network Using a Modified Genetic Algorithm / K.P. Seng and K.M. Tse --
4. Evolutionary Computation --
Replacing Generality with Coverage for Improved Learning Classifier Systems / P.W. Dixon, D.W. Corne and M.J. Oates --
Adaptive Dynamic Load-balancing Through Evolutionary Formation of Coalitions / L. Hovey, D.E. Volper and Jae C. Oh --
On the Performance of Ant-based Clustering / J. Handl, J. Knowles and M. Dorigo --
PDGA: the Primal-Dual Genetic Algorithm / S. Yang --
Multiple DNA Sequences Alignment by Means of Genetic Algorithm / C.-C. Lai and S.-W. Chung --
Immunity-based Autonomous Guided Vehicles Control / H.Y.K. Lau, V.W.K. Wong and I.S.K. Lee --
A Simple but Powerful Multiobjective Hybrid Genetic Algorithm / H. Ishibuchi and S. Kaige --
A Hybrid Genetic Hill-climbing Algorithm for Four-coloring Map Problems / B.H. Gwee and J.S. Chang --
Optimization in Continuous Domain by Real-coded Estimation of Distribution Algorithm / T.K. Paul and H. Iba --
Use of Learning Classifier System for Inferring Natural Language Grammar / O. Unold and G. Dabrowski --
5. Machine Learning --
A Constraint-based Hybrid Heuristic Solver for Practical School Timetabling / A.C.M. Kwan, K.C.K. Chung and K.K.K. Yip --
Horizon-scan --
A Heuristic Search Technique / P. Chand and L.F. Sugianto --
Creative Activity Support for Discovering Effective Combinations / Y. Nishihara, W. Sunayama and M. Yachida --
An XML Schema Definition for an Operations Research Modeling Language / M. Calle, S. Lozano, K. Smith and G. Villa --
A Hybrid Approach for Learning Parameters of Probabilistic Networks from Incomplete Databases / S. Haider --
Hybrid Approach for Case Adaptation / C.A. Policastro, A.C.P.L.F. Carvalho and A.C.B. Delbem --
Fast Qualitative Reasoning about Categories in Conceptual Spaces / I. Lee --
An Experimental Evaluation of Reinforcement Learning for Gain Scheduling / I.S.K. Lee, H.Y.K. Lau and L.C.C. Wai --
Combining a Rule-based Expert System and Machine Learning in a Simulated Mobile Robot Control System / K. Foster and T. Hendtlass --
A Hybrid Case-based Reasoning Approach to Business Failure Prediction / A.Y.N. Yip --
A Symbolic Method for Structure Verification in Multiply Sectioned Bayesian Networks / Y. Zeng and K.L. Poh --
Seneschal Classification and Analysis in Supervised Mixture-modelling / R. Munro --
Neural-symbolic Intuitionistic Reasoning / A.S. d'Avila Garcez, L.C. Lamb and D.M. Gabbay --
Stochastically Equivalent Dynamical System Approach to Nonlinear Deterministic Prediction / I. Matsuba, H. Takahashi and S. Wakasa --
6. Fuzzy Systems --
A Simplified Neuro-Fuzzy Inference System (S-NFIS) Tool for Criteria Matching / A.T.H. Sim and V.C.S. Lee --
A Fuzzy-routing-zone-based Routing Protocol for Bluetooth MANET / C.J. Huang, W.K. Lai, H.S. Tsai, S.Y. Hsiao and H.Y. Liu --
Fuzzy Multicriteria Decision Making under Attitude and Confidence Analysis / W. Wang and K.L. Poh --
Fuzzy Tracking Expert System for Enhancing Situation Awareness / Q.V. Do, A. Filippidis, L.C. Jain and V.A.B. Hardikar --
On a Set Theory with Uncertain Membership Relations / S. Yatabe, Y. Kakuda and M. Kikuchi --
Design of Transparent Mamdani Fuzzy Inference Systems / G. Castellano, A.M. Fanelli and C. Mencar --
7. Features, Clustering and Classification --
Feature Extraction Techniques for Ultrasonic Shaft Signal Classification / K. Lee and V. Estivill-Castro --
An Algorithm for Clustering and Classification of Series Data with Constraint of Contiguity / B. Bhattacharya and D.P. Solomatine --
Rated MCRDR: Finding Non-linear Relationships between Classifications in MCRDR / R. Dazeley and B.H. Kang --
Discriminal Exploration in Image Features for Describing Visual Impressions of Black Fabrics / S. Hirakawa, C. Muraki Asano, N. Hamahashi and A. Asano --
Feature Selection of Intrusion Detection Data using a Hybrid Genetic Algorithm/KNN Approach / M. Middlemiss and G. Dick --
A Cluster Ensembles Framework / E. Dimitriadou, A. Weingessel and K. Hornik --
Refining a Divisive Partitioning Algorithm for Unsupervised Clustering / C. Kruengkrai, V. Sornlertlamvanich and H. Isahara --
8. Support Vector Machines and Kernel Methods --
Automatic Ship Classification using Support Vector Machines / B. Owen, M. Palaniswami and L. Swierkowski --
Matching SVM Kernel's Suitability to Data Characteristics Using Tree by Fuzzy C-means Clustering / S. Ali and K.A. Smith --
Learning Adaptive Kernels for Model Diagnosis / B. Ribeiro --
Predicting Haptic Data with Support Vector Regression for Telepresence Applications / S.M. Clarke, M.F. Zaeh and J.H. Griebsch --
Automatic Acquisition of Long-distance Acronym Definitions / M. Zahariev --
9. Rough Sets: Theory and Applications --
Approximated Measures in Construction of Decision Trees from Large Databases / H.S. Nguyen and S.H. Nguyen --
Approximating Monotone Concepts / J. Saquer and J.S. Deogun --
Diagnosis of Melanoma Based on Data Mining and ABCD Formulas / S. Bajcar, J.W. Grzymala-Busse, W.J. Grzymala-Busse and Z.S. Hippe --
Rough-fuzzy-neurocomputing Based on Rough Mereological Calculus of Granules / L. Polkowski and M. Semaniuk-Polkowska --
Hybridized Rough Set Framework for Classification: An Experimental View / S. Minz and R. Jain --
10. Data Mining --
A Hybrid Neural Network Based DBMS System for Enhanced Functionality / S. Asghar and D. Alahakoon --
Efficient Mining of Long Frequent Patterns from Very Large Dense Datasets / R.P. Gopalan and Y.G. Sucahyo --
Pattern Refinement with Model Data Fusion to Predict Exchange Rate Movement / H. Shimakawa, H. Yamahara, Y. Imayama, M. Ushijima and S. Azuma.
Series Title: Frontiers in artificial intelligence and applications, v. 104.; Frontiers in artificial intelligence and applications., Knowledge-based intelligent engineering systems.
Responsibility: edited by Ajith Abraham, Mario Köppen and Katrin Franke.

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