17. Australian Conference on Artificial Intelligence 2004: Cairns, Australia

Full Papers

Agents

• Seung-Ryong Yang, Jun-Ki Min, Sung-Bae Cho:
  Agent-Based Evolutionary Labor Market Model with Strategic Coalition. 1-13
  
• Keon-Myung Lee, Sang Ho Lee:
  A Multiagent Architecture for Privacy-Preserving ID-Based Service in Ubiquitous Computing Environment. 14-25
  
• Jiaming Li, Ying Guo, Geoff Poulton:
  Critical Damage Reporting in Intelligent Sensor Networks. 26-38
  
• Ang Yang, Hussein A. Abbass, Ruhul A. Sarker:
  Landscape Dynamics in Multi-agent Simulation Combat Systems. 39-50
  
• 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
  

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
  
• Gavin Baker, Stephen O'Leary, Nick Barnes, Edmund Kazmierczak:
  Cochlea Modelling: Clinical Challenges and Tubular Extraction. 74-85
  
• 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
  
• Kwang-Baek Kim, Gwang-Ha Kim, Sung-kwan Je:
  Medical Image Vector Quantizer Using Wavelet Transform and Enhanced SOM Algorithim. 98-108
  
• 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
  

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
  
• Sung Wook Baik, Ran Baik:
  Adaptive Image Classification for Aerial Photo Image Retrieval. 132-139
  
• Douglas Clarke, David W. Albrecht, Peter E. Tischer:
  An Investigation into Applying Support Vector Machines to Pixel Classification in Image Processing. 140-151
  
• M. Masudur Rahman, Seiji Ishikawa:
  Applying Image Pre-processing Techniques for Appearance-Based Human Posture Recognition: An Experimental Analysis. 152-159
  
• Anthony R. Dick, Michael J. Brooks:
  A Stochastic Approach to Tracking Objects Across Multiple Cameras. 160-170
  
• Jong Bae Kim, KyoungKwan Ahn:
  Caption Detection and Removal in a TV Scene. 171-179
  
• Chunhua Shen, Anton van den Hengel, Anthony R. Dick, Michael J. Brooks:
  Enhanced Importance Sampling: Unscented Auxiliary Particle Filtering for Visual Tracking. 180-191
  
• Han Foon Neo, Andrew Teoh Beng Jin, David Ngo Chek Ling:
  Face Recognition Using Wavelet Transform and Non-negative Matrix Factorization. 192-202
  
• David R. Powell, Lloyd Allison, Trevor I. Dix:
  Modelling-Alignment for Non-random Sequences. 203-214
  
• Arun Sharma, Dinesh Kant Kumar:
  Moments and Wavelets for Classification of Human Gestures Represented by Spatio-Temporal Templates. 215-226
  
• 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
  
• Kang Ryoung Park:
  Practical Gaze Point Computing Method by 3D Position Estimation of Facial and Eye Features. 237-247
  

Ontologies

• Kevin Lee, Thomas Andreas Meyer:
  A Classification of Ontology Modification. 248-258
  
• Dan Corbett, Wendy Mayer:
  Concept Type Hierarchy as Ontology: An Example Historical Knowledge Base. 259-271
  

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
  
• Kyungmi Lee, Vladimir Estivill-Castro:
  A Hybrid Classification Approach to Ultrasonic Shaft Signals. 284-295
  
• Daren Ler, Irena Koprinska, Sanjay Chawla:
  A Landmarker Selection Algorithm Based on Correlation and Efficiency Criteria. 296-306
  
• Haipeng Guo, William H. Hsu:
  A Learning-Based Algorithm Selection Meta-reasoner for the Real-Time MPE Problem. 307-318
  
• Jie Li, Xinbo Gao, Licheng Jiao:
  A Novel Clustering Algorithm Based on Immune Network with Limited Resource. 319-331
  
• Yue Zhou, Wei Kong, Qing Xu:
  A Novel Modeling and Recognition Method for Underwater Sound Based on HMT in Wavelet Domain. 332-343
  
• Woo-Chul Cho, Debbie Richards:
  BayesTH-MCRDR Algorithm for Automatic Classification of Web Document. 344-356
  
• Ziqiang Wang, Boqin Feng:
  Classification Rule Mining with an Improved Ant Colony Algorithm. 357-367
  
• Mi Li, Geoffrey Holmes, Bernhard Pfahringer:
  Clustering Large Datasets Using Cobweb and K-Means in Tandem. 368-379
  
• Zhenxing Qin, Shichao Zhang, Chengqi Zhang:
  Cost-Sensitive Decision Trees with Multiple Cost Scales. 380-390
  
• Yanrong Li, Raj P. Gopalan:
  Effective Sampling for Mining Association Rules. 391-401
  
• Kwok Pan Pang, Kai Ming Ting:
  Improving the Centered CUSUMS Statistic for Structural Break Detection in Time Series. 402-413
  
• Jeanette Auer, Richard Hall:
  Investigating ID3-Induced Rules from Low-Dimensional Data Cleaned by Complete Case Analysis. 414-424
  
• 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
  
• Robert Dale, Rafael A. Calvo, Marc Tilbrook:
  Key Element Summarisation: Extracting Information from Company Announcements. 438-449
  
• Venkateswarlu Kolluri, Foster J. Provost, Bruce G. Buchanan, Douglas Metzler:
  Knowledge Discovery Using Concept-Class Taxonomies. 450-461
  
• Dirk Kukulenz:
  Learning the Grammar of Distant Change in the World-Wide Web. 462-474
  
• Yuejin Yan, Zhoujun Li, Tao Wang, Yuexin Chen, Huowang Chen:
  Mining Maximal Frequent ItemSets Using Combined FP-Tree. 475-487
  
• Ashraf M. Kibriya, Eibe Frank, Bernhard Pfahringer, Geoffrey Holmes:
  Multinomial Naive Bayes for Text Categorization Revisited. 488-499
  
• Catherine Edwards, Bhavani Raskutti:
  The Effect of Attribute Scaling on the Performance of Support Vector Machines. 500-512
  
• Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken:
  Towards Efficient Imputation by Nearest-Neighbors: A Clustering-Based Approach. 513-525
  
• 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
  
• Stefan Mutter, Mark Hall, Eibe Frank:
  Using Classification to Evaluate the Output of Confidence-Based Association Rule Mining. 538-549
  

Natural Language and Speech Processing

• Pawel Kowalczyk, Ingrid Zukerman, Michael Niemann:
  Analyzing the Effect of Query Class on Document Retrieval Performance. 550-561
  
• Mi-young Kang, Ae-sun Yoon, Hyuk-Chul Kwon:
  Combined Word-Spacing Method for Disambiguating Korean Texts. 562-573
  
• Samuel W. K. Chan:
  Extraction of Shallow Language Patterns: An Approximation of Data Oriented Parsing. 574-586
  
• Ingrid Zukerman, Michael Niemann, Sarah George:
  Improving the Presentation of Argument Interpretations Based on User Trials. 587-598
  
• Sungtak Kim, Hoirin Kim:
  Reliable Unseen Model Prediction for Vocabulary-Independent Speech Recognition. 599-609
  
• Heungkyu Lee, Hanseok Ko:
  Voice Code Verification Algorithm Using Competing Models for User Entrance Authentication. 610-622
  

Problem Solving and Reasoning

• Vino Fernando Crescini, Yan Zhang:
  A Logic Based Approach for Dynamic Access Control. 623-635
  
• Songshan Guo, Ying Kong, Andrew Lim, Fan Wang:
  A New Neighborhood Based on Improvement Graph for Robust Graph Coloring Problem. 636-645
  
• Rune Rasmussen, Frédéric Maire:
  An Extension of the H-Search Algorithm for Artificial Hex Players. 646-657
  
• Owen Bourne, Abdul Sattar:
  Applying Constraint Satisfaction Techniques to 3D Camera Control. 658-669
  
• Norman Y. Foo, Pavlos Peppas, Yan Zhang:
  Constraints from STRIPS - Preliminary Report. 670-680
  
• Mohammad GhasemZadeh, Volker Klotz, Christoph Meinel:
  Embedding Memoization to the Semantic Tree Search for Deciding QBFs. 681-693
  
• Jakub Brzostowski, Ryszard Kowalczyk:
  On Possibilistic Case-Based Reasoning for Selecting Partners in Multi-agent Negotiation. 694-705
  
• Peter Hawkins, Vitaly Lagoon, Peter J. Stuckey:
  Set Bounds and (Split) Set Domain Propagation Using ROBDDs. 706-717
  
• Monica H. Ou, Geoff A. W. West, Mihai Lazarescu, Chris Clay:
  User Friendly Decision Support Techniques in a Case-Based Reasoning System. 718-729
  

Robotics

• Valnir Ferreira Jr., John Thornton:
  Longer-Term Memory in Clause Weighting Local Search for SAT. 730-741
  
• Elena Lazkano, Aitzol Astigarraga, Basilio Sierra, José María Martínez-Otzeta, Iñaki Rañó:
  Natural Landmark Based Navigation. 742-753
  

Soft Computing

• Sanggil Kang, Wonil Kim:
  A Novel Approach for Simplifying Neural Networks by Identifying Decoupling Inputs. 754-765
  
• Long Wang, Hong Shi, Tianguang Chu, Weicun Zhang, Lin Zhang:
  Aggregation of Foraging Swarms. 766-777
  
• Haipeng Guo, Prashanth R. Boddhireddy, William H. Hsu:
  An ACO Algorithm for the Most Probable Explanation Problem. 778-790
  
• Justin Lee, Joaquin Sitte:
  Designing a Morphogenetic System for Evolvable Hardware. 791-802
  
• Che Sau Chang, Chung Min Kwan:
  Evaluation of Evolutionary Algorithms for Multi-objective Train Schedule Optimization. 803-815
  
• Jiacheng Zheng, Yongchuan Tang:
  Fuzzy Modeling Incorporated with Fuzzy D-S Theory and Fuzzy Naive Bayes. 816-827
  
• Yin Xiang, Alex Leng Phuan Tay:
  Genetic Algorithm Based K-Means Fast Learning Artificial Neural Network. 828-839
  
• Haifeng Du, Xiaoyi Jin, Jian Zhuang, Licheng Jiao, Sunan Wang:
  Immune Clonal Selection Network. 840-852
  
• Kwang-Baek Kim, Cheol-Ki Kim:
  Performance Improvement of RBF Network Using ART2 Algorithm and Fuzzy Logic System. 853-860
  
• Antony W. Iorio, Xiaodong Li:
  Solving Rotated Multi-objective Optimization Problems Using Differential Evolution. 861-872
  
• Kumara Sastry, Hussein A. Abbass, David E. Goldberg:
  Sub-structural Niching in Non-stationary Environments. 873-885
  
• Orla McEnery, Alex Cronin, M. Tahar Kechadi, Franz Geiselbrechtinger:
  Suitability of Two Associative Memory Neural Networks to Character Recognition. 886-897
  
• Xiang Li, Victor Ciesielski:
  Using Loops in Genetic Programming for a Two Class Binary Image Classification Problem. 898-909
  

Short Papers

Agents

• John K. Debenham:
  A Negotiation Agent. 910-916
  
• Longbing Cao, Jiarui Ni, Jiaqi Wang, Chengqi Zhang:
  Agent Services-Driven Plug-and-Play in F-TRADE. 917-922
  
• Yichuan Jiang, Shiyong Zhang:
  Applying Multi-medians Location and Steiner Tree Methods into Agents Distributed Blackboard Architecture Construction. 923-929
  
• Yang Gao, Joshua Zhexue Huang, Hongqiang Rong, Zhi-Hua Zhou:
  Meta-game Equilibrium for Multi-agent Reinforcement Learning. 930-936
  

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
  
• Sung Wook Baik, Ran Baik:
  Adaptive Object Recognition with Image Feature Interpolation. 943-948
  
• Lisha Sun, Weiling Xu, Zhancheng Li, Minfen Shen, Patch Beadle:
  Effective Approach for Detecting Digital Image Watermarking via Independent Component Analysis. 949-954
  
• Zhonglong Zheng, Jie Yang, Qing Xu:
  Extended Locally Linear Embedding with Gabor Wavelets for Face Recognition. 955-960
  
• 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
  
• Jonghoon Oh, Chang-Sung Jeong:
  The DSC Algorithm for Edge Detection. 967-972
  

Knowledge Based Systems

• Ling Wei, Wen-Xiu Zhang:
  A Novel Statistical Method on Decision Table Analysis. 973-978
  
• Insu Song, Guido Governatori, Robert Colomb:
  An Interaction Model for Affect Monitoring. 979-984
  
• Longbing Cao, Dan Luo, Chao Luo, Li Liu:
  Ontology Transformation in Multiple Domains. 985-990
  

Knowledge Discovery and Data Mining

• Lucas R. Hope, Kevin B. Korb:
  A Bayesian Metric for Evaluating Machine Learning Algorithms. 991-997
  
• Helmut Berger, Dieter Merkl:
  A Comparison of Text-Categorization Methods Applied to N-Gram Frequency Statistics. 998-1003
  
• Songbo Tan:
  A Global Search Algorithm for Attributes Reduction. 1004-1010
  
• 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
  
• Peter Reutemann, Bernhard Pfahringer, Eibe Frank:
  A Toolbox for Learning from Relational Data with Propositional and Multi-instance Learners. 1017-1023
  
• Yuanxin Wu, Meiping Wu, Dewen Hu, Xiaoping Hu:
  An Improvement to Unscented Transformation. 1024-1029
  
• Kazuhide Aikou, Yusuke Suzuki, Takayoshi Shoudai, Tetsuhiro Miyahara:
  Automatic Wrapper Generation for Metasearch Using Ordered Tree Structured Patterns. 1030-1035
  
• Yudho Giri Sucahyo, Raj P. Gopalan:
  Building a More Accurate Classifier Based on Strong Frequent Patterns. 1036-1042
  
• Siyi Ding, Jie Yang, Qing Xu:
  Color Texture Analysis Using Wavelet-Based Hidden Markov Model. 1043-1048
  
• Weiping Wu, Vincent ChengSiong Lee, TingYean Tan:
  Contributions of Domain Knowledge and Stacked Generalization in AI-Based Classification Models. 1049-1054
  
• Yanchang Zhao, Chengqi Zhang, Shichao Zhang:
  Discovering Interesting Association Rules by Clustering. 1055-1061
  
• Zhou Wang, Hongjian Fan, Kotagiri Ramamohanarao:
  Exploiting Maximal Emerging Patterns for Classification. 1062-1068
  
• Zhalaing Cheung, Khanh Linh Phan, Ashesh Mahidadia, Achim G. Hoffmann:
  Feature Extraction for Learning to Classify Questions. 1069-1075
  
• Eduardo Corrêa Gonçalves, Ilza Maria B. Mendes, Alexandre Plastino:
  Mining Exceptions in Databases. 1076-1081
  
• Peter J. Tan, David L. Dowe:
  MML Inference of Oblique Decision Trees. 1082-1088
  
• Remco R. Bouckaert:
  Naive Bayes Classifiers That Perform Well with Continuous Variables. 1089-1094
  
• 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
  
• Owen Woodberry, Ann E. Nicholson, Kevin B. Korb, Carmel A. Pollino:
  Parameterising Bayesian Networks. 1101-1107
  
• Gexiang Zhang, Laizhao Hu, Weidong Jin:
  Radar Emitter Signal Recognition Based on Feature Selection Algorithm. 1108-1114
  
• Sang-Woon Kim, B. John Oommen:
  Selecting Subspace Dimensions for Kernel-Based Nonlinear Subspace Classifiers Using Intelligent Search Methods. 1115-1121
  
• Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir:
  Using Machine Learning Techniques to Combine Forecasting Methods. 1122-1127
  
• Yuefeng Li, Ning Zhong:
  Web Data Mining and Reasoning Model. 1128-1134
  

Natural Language and Speech Processing

• Abhishek, Anupam Basu:
  A Framework for Disambiguation in Ambiguous Iconic Environments. 1135-1140
  
• Yuseop Kim, Jung-Seok Oh, Jae Young Lee, Jeong Ho Chang:
  An Intelligent Grading System for Descriptive Examination Papers Based on Probabilistic Latent Semantic Analysis. 1141-1146
  
• Jin-Hyuk Hong, Sung-Bae Cho:
  Domain-Adaptive Conversational Agent with Two-Stage Dialogue Management. 1147-1153
  
• Sungyun Jung, Jong-Mok Son, Keun-Sung Bae:
  Feature Extraction Based on Wavelet Domain Hidden Markov Tree Model for Robust Speech Recognition. 1154-1159
  
• Jong-Bok Kim, Jaehyung Yang, Incheol Choi:
  Feature Unification and Constraint Satisfaction in Parsing Korean Case Phenomena. 1160-1166
  

Problem Solving and Reasoning

• Lavindra de Silva, Lin Padgham:
  A Comparison of BDI Based Real-Time Reasoning and HTN Based Planning. 1167-1173
  
• Chunping Li:
  A Formal Method Toward Reasoning About Continuous Change. 1174-1180
  
• Sebastien Ancenay, Frédéric Maire:
  A Time and Energy Optimal Controller for Mobile Robots. 1181-1186
  
• Nwe Ni Tun, Satoshi Tojo:
  Inheritance of Multiple Identity Conditions in Order-Sorted Logic. 1187-1193
  

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
  
• Zheng-Qun Wang, Shifu Chen, Zhaoqian Chen, Jun-Yuan Xie:
  A Parallel Learning Approach for Neural Network Ensemble. 1200-1205
  
• Ali Gulbag, Fevzullah Temurtas:
  An Intelligent Gas Concentration Estimation System Using Neural Network Implemented Microcontroller. 1206-1212
  
• Philip Hingston, Graham Kendall:
  Ant Colonies Discover Knight's Tours. 1213-1218
  
• Maoguo Gong, Haifeng Du, Licheng Jiao, Ling Wang:
  Immune Clonal Selection Algorithm for Multiuser Detection in DS-CDMA Systems. 1219-1225
  
• Fang Liu, Qu Bo, Chen Rongsheng:
  Intrusion Detection Based on Immune Clonal Selection Algorithms. 1226-1232
  
• Matthew Spencer, Tim Whitfort, John McCullagh:
  Mapping Dryland Salinity Using Neural Networks. 1233-1238
  
• 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
  
• 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
  
• Tai-Wen Yue, Suchen Chiang:
  The Semipublic Encryption for Visual Cryptography Using Q'tron Neural Networks. 1253-1261
  
• Dongyong Yang, Jungan Chen:
  The T-Detectors Maturation Algorithm Based on Genetic Algorithm. 1262-1268
  

Last update Tue Feb 14 03:49:17 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page