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ORCID17. Australian Conference on Artificial Intelligence 2004: Cairns, Australia
- Geoffrey I. Webb, Xinghuo Yu:
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
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 R. 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 J. 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, Kyoung Kwan 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 Andrade 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 A. 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 M. 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, Anthony J. Roberts, Gabriel Landini, Paul David Bourke, Antony W. 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 M. 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 Cheng-Siong 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