Geoffrey I. Webb, Xinghuo Yu (Eds.):
AI 2004: Advances in Artificial Intelligence, 17th Australian Joint Conference on Artificial Intelligence, Cairns, Australia, December 4-6, 2004, Proceedings.
Lecture Notes in Computer Science 3339 Springer 2004, ISBN 3-540-24059-4
Contents BibTeX
Full Papers
Agents
- Seung-Ryong Yang, Jun-Ki Min, Sung-Bae Cho:
Agent-Based Evolutionary Labor Market Model with Strategic Coalition.
1-13
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- Keon-Myung Lee, Sang Ho Lee:
A Multiagent Architecture for Privacy-Preserving ID-Based Service in Ubiquitous Computing Environment.
14-25
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- Jiaming Li, Ying Guo, Geoff Poulton:
Critical Damage Reporting in Intelligent Sensor Networks.
26-38
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- Ang Yang, Hussein A. Abbass, Ruhul A. Sarker:
Landscape Dynamics in Multi-agent Simulation Combat Systems.
39-50
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- Rob Sherwood, Steve A. Chien, Daniel Tran, Benjamin Cichy, Rebecca Castaño, Ashley Davies, Gregg Rabideau:
Safe Agents in Space: Lessons from the Autonomous Sciencecraft Experiment.
51-63
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Biomedical Applications
- Han Foon Neo, Andrew Teoh Beng Jin, David Ngo Chek Ling:
Bio-discretization: Biometrics Authentication Featuring Face Data and Tokenised Random Number.
64-73
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- Gavin Baker, Stephen O'Leary, Nick Barnes, Edmund Kazmierczak:
Cochlea Modelling: Clinical Challenges and Tubular Extraction.
74-85
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- Basilio Sierra, Elena Lazkano, José María Martínez-Otzeta, Aitzol Astigarraga:
Combining Bayesian Networks, k Nearest Neighbours Algorithm and Attribute Selection for Gene Expression Data Analysis.
86-97
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- Kwang-Baek Kim, Gwang-Ha Kim, Sung-kwan Je:
Medical Image Vector Quantizer Using Wavelet Transform and Enhanced SOM Algorithim.
98-108
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- Kuanquan Wang, Lu Wang, Dianhui Wang, Lisheng Xu:
SVM Classification for Discriminating Cardiovascular Disease Patients from Non-cardiovascular Disease Controls Using Pulse Waveform Variability Analysis.
109-119
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Computer Vision,
Imaging Processing and Pattern Recognition
- Eun-Kyung Yun, Jin-Hyuk Hong, Sung-Bae Cho:
Adaptive Enhancing of Fingerprint Image with Image Characteristics Analysis.
120-131
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- Sung Wook Baik, Ran Baik:
Adaptive Image Classification for Aerial Photo Image Retrieval.
132-139
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- Douglas Clarke, David W. Albrecht, Peter E. Tischer:
An Investigation into Applying Support Vector Machines to Pixel Classification in Image Processing.
140-151
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- M. Masudur Rahman, Seiji Ishikawa:
Applying Image Pre-processing Techniques for Appearance-Based Human Posture Recognition: An Experimental Analysis.
152-159
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- Anthony R. Dick, Michael J. Brooks:
A Stochastic Approach to Tracking Objects Across Multiple Cameras.
160-170
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- Jong Bae Kim, KyoungKwan Ahn:
Caption Detection and Removal in a TV Scene.
171-179
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- Chunhua Shen, Anton van den Hengel, Anthony R. Dick, Michael J. Brooks:
Enhanced Importance Sampling: Unscented Auxiliary Particle Filtering for Visual Tracking.
180-191
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- Han Foon Neo, Andrew Teoh Beng Jin, David Ngo Chek Ling:
Face Recognition Using Wavelet Transform and Non-negative Matrix Factorization.
192-202
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- David R. Powell, Lloyd Allison, Trevor I. Dix:
Modelling-Alignment for Non-random Sequences.
203-214
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- Arun Sharma, Dinesh Kant Kumar:
Moments and Wavelets for Classification of Human Gestures Represented by Spatio-Temporal Templates.
215-226
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- Ying-Han Pang, Andrew Teoh Beng Jin, David Ngo Chek Ling:
Personal Authenticator on the Basis of Two-Factors: Palmprint Features and Tokenized Random Data.
227-236
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- Kang Ryoung Park:
Practical Gaze Point Computing Method by 3D Position Estimation of Facial and Eye Features.
237-247
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Ontologies
Knowledge Discovery and Data Mining
- Shingo Iida, Kiyotake Kuwayama, Masayoshi Kanoh, Shohei Kato, Hidenori Itoh:
A Dynamic Allocation Method of Basis Functions in Reinforcement Learning.
272-283
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- Kyungmi Lee, Vladimir Estivill-Castro:
A Hybrid Classification Approach to Ultrasonic Shaft Signals.
284-295
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- Daren Ler, Irena Koprinska, Sanjay Chawla:
A Landmarker Selection Algorithm Based on Correlation and Efficiency Criteria.
296-306
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- Haipeng Guo, William H. Hsu:
A Learning-Based Algorithm Selection Meta-reasoner for the Real-Time MPE Problem.
307-318
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- Jie Li, Xinbo Gao, Licheng Jiao:
A Novel Clustering Algorithm Based on Immune Network with Limited Resource.
319-331
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- Yue Zhou, Wei Kong, Qing Xu:
A Novel Modeling and Recognition Method for Underwater Sound Based on HMT in Wavelet Domain.
332-343
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- Woo-Chul Cho, Debbie Richards:
BayesTH-MCRDR Algorithm for Automatic Classification of Web Document.
344-356
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- Ziqiang Wang, Boqin Feng:
Classification Rule Mining with an Improved Ant Colony Algorithm.
357-367
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- Mi Li, Geoffrey Holmes, Bernhard Pfahringer:
Clustering Large Datasets Using Cobweb and K-Means in Tandem.
368-379
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- Zhenxing Qin, Shichao Zhang, Chengqi Zhang:
Cost-Sensitive Decision Trees with Multiple Cost Scales.
380-390
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- Yanrong Li, Raj P. Gopalan:
Effective Sampling for Mining Association Rules.
391-401
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- Kwok Pan Pang, Kai Ming Ting:
Improving the Centered CUSUMS Statistic for Structural Break Detection in Time Series.
402-413
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- Jeanette Auer, Richard Hall:
Investigating ID3-Induced Rules from Low-Dimensional Data Cleaned by Complete Case Analysis.
414-424
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- Hiong Sen Tan, Susan E. George:
Investigating Learning Parameters in a Standard 2-D SOM Model to Select Good Maps and Avoid Poor Ones.
425-437
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- Robert Dale, Rafael A. Calvo, Marc Tilbrook:
Key Element Summarisation: Extracting Information from Company Announcements.
438-449
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- Venkateswarlu Kolluri, Foster J. Provost, Bruce G. Buchanan, Douglas Metzler:
Knowledge Discovery Using Concept-Class Taxonomies.
450-461
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- Dirk Kukulenz:
Learning the Grammar of Distant Change in the World-Wide Web.
462-474
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- Yuejin Yan, Zhoujun Li, Tao Wang, Yuexin Chen, Huowang Chen:
Mining Maximal Frequent ItemSets Using Combined FP-Tree.
475-487
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- Ashraf M. Kibriya, Eibe Frank, Bernhard Pfahringer, Geoffrey Holmes:
Multinomial Naive Bayes for Text Categorization Revisited.
488-499
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- Catherine Edwards, Bhavani Raskutti:
The Effect of Attribute Scaling on the Performance of Support Vector Machines.
500-512
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- Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken:
Towards Efficient Imputation by Nearest-Neighbors: A Clustering-Based Approach.
513-525
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- Eufrasio de A. Lima Neto, Francisco de A. T. de Carvalho, Camilo P. Tenorio:
Univariate and Multivariate Linear Regression Methods to Predict Interval-Valued Features.
526-537
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- Stefan Mutter, Mark Hall, Eibe Frank:
Using Classification to Evaluate the Output of Confidence-Based Association Rule Mining.
538-549
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Natural Language and Speech Processing
Problem Solving and Reasoning
- Vino Fernando Crescini, Yan Zhang:
A Logic Based Approach for Dynamic Access Control.
623-635
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- Songshan Guo, Ying Kong, Andrew Lim, Fan Wang:
A New Neighborhood Based on Improvement Graph for Robust Graph Coloring Problem.
636-645
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- Rune Rasmussen, Frédéric Maire:
An Extension of the H-Search Algorithm for Artificial Hex Players.
646-657
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- Owen Bourne, Abdul Sattar:
Applying Constraint Satisfaction Techniques to 3D Camera Control.
658-669
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- Norman Y. Foo, Pavlos Peppas, Yan Zhang:
Constraints from STRIPS - Preliminary Report.
670-680
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- Mohammad GhasemZadeh, Volker Klotz, Christoph Meinel:
Embedding Memoization to the Semantic Tree Search for Deciding QBFs.
681-693
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- Jakub Brzostowski, Ryszard Kowalczyk:
On Possibilistic Case-Based Reasoning for Selecting Partners in Multi-agent Negotiation.
694-705
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- Peter Hawkins, Vitaly Lagoon, Peter J. Stuckey:
Set Bounds and (Split) Set Domain Propagation Using ROBDDs.
706-717
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- Monica H. Ou, Geoff A. W. West, Mihai Lazarescu, Chris Clay:
User Friendly Decision Support Techniques in a Case-Based Reasoning System.
718-729
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Robotics
Soft Computing
- Sanggil Kang, Wonil Kim:
A Novel Approach for Simplifying Neural Networks by Identifying Decoupling Inputs.
754-765
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- Long Wang, Hong Shi, Tianguang Chu, Weicun Zhang, Lin Zhang:
Aggregation of Foraging Swarms.
766-777
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- Haipeng Guo, Prashanth R. Boddhireddy, William H. Hsu:
An ACO Algorithm for the Most Probable Explanation Problem.
778-790
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- Justin Lee, Joaquin Sitte:
Designing a Morphogenetic System for Evolvable Hardware.
791-802
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- Che Sau Chang, Chung Min Kwan:
Evaluation of Evolutionary Algorithms for Multi-objective Train Schedule Optimization.
803-815
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- Jiacheng Zheng, Yongchuan Tang:
Fuzzy Modeling Incorporated with Fuzzy D-S Theory and Fuzzy Naive Bayes.
816-827
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- Yin Xiang, Alex Leng Phuan Tay:
Genetic Algorithm Based K-Means Fast Learning Artificial Neural Network.
828-839
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- Haifeng Du, Xiaoyi Jin, Jian Zhuang, Licheng Jiao, Sunan Wang:
Immune Clonal Selection Network.
840-852
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- Kwang-Baek Kim, Cheol-Ki Kim:
Performance Improvement of RBF Network Using ART2 Algorithm and Fuzzy Logic System.
853-860
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- Antony W. Iorio, Xiaodong Li:
Solving Rotated Multi-objective Optimization Problems Using Differential Evolution.
861-872
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- Kumara Sastry, Hussein A. Abbass, David E. Goldberg:
Sub-structural Niching in Non-stationary Environments.
873-885
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- Orla McEnery, Alex Cronin, M. Tahar Kechadi, Franz Geiselbrechtinger:
Suitability of Two Associative Memory Neural Networks to Character Recognition.
886-897
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- Xiang Li, Victor Ciesielski:
Using Loops in Genetic Programming for a Two Class Binary Image Classification Problem.
898-909
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Short Papers
Agents
Computer Vision,
Image Processing and Pattern Recognition
- Quoc Vong Do, Peter Lozo, Lakhmi C. Jain:
A Fast Visual Search and Recognition Mechanism for Real-Time Robotics Applications.
937-942
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- Sung Wook Baik, Ran Baik:
Adaptive Object Recognition with Image Feature Interpolation.
943-948
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- Lisha Sun, Weiling Xu, Zhancheng Li, Minfen Shen, Patch Beadle:
Effective Approach for Detecting Digital Image Watermarking via Independent Component Analysis.
949-954
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- Zhonglong Zheng, Jie Yang, Qing Xu:
Extended Locally Linear Embedding with Gabor Wavelets for Face Recognition.
955-960
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- Herbert F. Jelinek, David Cornforth, A. J. Roberts, G. Landini, Paul D. Bourke, A. Iorio:
Image Processing of Finite Size Rat Retinal Ganglion Cells Using Multifractal and Local Connected Fractal Analysis.
961-966
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- Jonghoon Oh, Chang-Sung Jeong:
The DSC Algorithm for Edge Detection.
967-972
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Knowledge Based Systems
Knowledge Discovery and Data Mining
- Lucas R. Hope, Kevin B. Korb:
A Bayesian Metric for Evaluating Machine Learning Algorithms.
991-997
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- Helmut Berger, Dieter Merkl:
A Comparison of Text-Categorization Methods Applied to N-Gram Frequency Statistics.
998-1003
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- Songbo Tan:
A Global Search Algorithm for Attributes Reduction.
1004-1010
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- Byron L. D. Bezerra, Francisco de A. T. de Carvalho:
A Symbolic Hybrid Approach to Face the New User Problem in Recommender Systems.
1011-1016
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- Peter Reutemann, Bernhard Pfahringer, Eibe Frank:
A Toolbox for Learning from Relational Data with Propositional and Multi-instance Learners.
1017-1023
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- Yuanxin Wu, Meiping Wu, Dewen Hu, Xiaoping Hu:
An Improvement to Unscented Transformation.
1024-1029
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- Kazuhide Aikou, Yusuke Suzuki, Takayoshi Shoudai, Tetsuhiro Miyahara:
Automatic Wrapper Generation for Metasearch Using Ordered Tree Structured Patterns.
1030-1035
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- Yudho Giri Sucahyo, Raj P. Gopalan:
Building a More Accurate Classifier Based on Strong Frequent Patterns.
1036-1042
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- Siyi Ding, Jie Yang, Qing Xu:
Color Texture Analysis Using Wavelet-Based Hidden Markov Model.
1043-1048
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- Weiping Wu, Vincent ChengSiong Lee, TingYean Tan:
Contributions of Domain Knowledge and Stacked Generalization in AI-Based Classification Models.
1049-1054
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- Yanchang Zhao, Chengqi Zhang, Shichao Zhang:
Discovering Interesting Association Rules by Clustering.
1055-1061
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- Zhou Wang, Hongjian Fan, Kotagiri Ramamohanarao:
Exploiting Maximal Emerging Patterns for Classification.
1062-1068
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- Zhalaing Cheung, Khanh Linh Phan, Ashesh Mahidadia, Achim G. Hoffmann:
Feature Extraction for Learning to Classify Questions.
1069-1075
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- Eduardo Corrêa Gonçalves, Ilza Maria B. Mendes, Alexandre Plastino:
Mining Exceptions in Databases.
1076-1081
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- Peter J. Tan, David L. Dowe:
MML Inference of Oblique Decision Trees.
1082-1088
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- Remco R. Bouckaert:
Naive Bayes Classifiers That Perform Well with Continuous Variables.
1089-1094
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- Hyun-Jun Kim, Heung-Nam Kim, Jason J. Jung, GeunSik Jo:
On Enhancing the Performance of Spam Mail Filtering System Using Semantic Enrichment.
1095-1100
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- Owen Woodberry, Ann E. Nicholson, Kevin B. Korb, Carmel A. Pollino:
Parameterising Bayesian Networks.
1101-1107
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- Gexiang Zhang, Laizhao Hu, Weidong Jin:
Radar Emitter Signal Recognition Based on Feature Selection Algorithm.
1108-1114
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- Sang-Woon Kim, B. John Oommen:
Selecting Subspace Dimensions for Kernel-Based Nonlinear Subspace Classifiers Using Intelligent Search Methods.
1115-1121
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- Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir:
Using Machine Learning Techniques to Combine Forecasting Methods.
1122-1127
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- Yuefeng Li, Ning Zhong:
Web Data Mining and Reasoning Model.
1128-1134
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Natural Language and Speech Processing
Problem Solving and Reasoning
Soft Computing
- Kemal Kilic, Özge Uncu, I. Burhan Türksen:
A Comparative Analysis of Fuzzy System Modelling Approaches: A Case in Mining Medical Diagnostic Rules.
1194-1199
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- Zheng-Qun Wang, Shifu Chen, Zhaoqian Chen, Jun-Yuan Xie:
A Parallel Learning Approach for Neural Network Ensemble.
1200-1205
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- Ali Gulbag, Fevzullah Temurtas:
An Intelligent Gas Concentration Estimation System Using Neural Network Implemented Microcontroller.
1206-1212
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- Philip Hingston, Graham Kendall:
Ant Colonies Discover Knight's Tours.
1213-1218
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- Maoguo Gong, Haifeng Du, Licheng Jiao, Ling Wang:
Immune Clonal Selection Algorithm for Multiuser Detection in DS-CDMA Systems.
1219-1225
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- Fang Liu, Qu Bo, Chen Rongsheng:
Intrusion Detection Based on Immune Clonal Selection Algorithms.
1226-1232
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- Matthew Spencer, Tim Whitfort, John McCullagh:
Mapping Dryland Salinity Using Neural Networks.
1233-1238
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- Minfen Shen, Yuzheng Zhang, Zhancheng Li, Jinyao Yang, Patch Beadle:
Normalized RBF Neural Network for Real-Time Detection of Signal in the Noise.
1239-1245
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- Andrew Czarn, Cara MacNish, Kaipillil Vijayan, Berwin A. Turlach:
Statistical Exploratory Analysis of Genetic Algorithms: The Influence of Gray Codes upon the Difficulty of a Problem.
1246-1252
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- Tai-Wen Yue, Suchen Chiang:
The Semipublic Encryption for Visual Cryptography Using Q'tron Neural Networks.
1253-1261
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- Dongyong Yang, Jungan Chen:
The T-Detectors Maturation Algorithm Based on Genetic Algorithm.
1262-1268
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Copyright © Sat May 16 22:59:08 2009
by Michael Ley (ley@uni-trier.de)
