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ORCIDICMLA 2002: Las Vegas, Nevada, USA
- M. Arif Wani, Hamid R. Arabnia, Krzysztof J. Cios, Khalid Hafeez, Graham Kendall:
Proceedings of the 2002 International Conference on Machine Learning and Applications - ICMLA 2002, June 24-27, 2002, Las Vegas, Nevada, USA. CSREA Press 2002, ISBN 1-892512-29-7
Session 1: Artificial Neural Networks and Learning
- James L. Carroll, Todd Peterson:
Fixed vs. Dynamic Sub-Transfer in Reinforcement Learning. ICMLA 2002: 3-8 - Lonnie Hamm, B. Wade Brorsen, Martin T. Hagan:
Neural Networks: Are Stochastic Global Optimization Methods Worth the Trouble? ICMLA 2002: 9-15 - Donald Sofge:
Using Genetic Algorithm Based Variable Selection to Improve Neural Network Models for Real-World Systems. ICMLA 2002: 16-19 - Iryna Skrypnyk:
Neural Networks for Analysing Rehabilitation of Hearing Impairments in Children via Voice Descriptors. ICMLA 2002: 20-26
Session 2: Case-Based Reasoning
- Minho Lee, Sung-Hyon Myaeng:
Practical Method for a Learning-Based Collection Fusion. ICMLA 2002: 29-35 - Bih-Yaw Shih, Wan-I Lee:
The Retrieval of Influencing Factors of Customer Satisfaction by Case-based Reasoning. ICMLA 2002: 36-40
Session 3: Information Retrieval and Data Mining
- James F. Smith III:
Evolutionary Algorithm Based Data Mining for Fuzzy Rules. ICMLA 2002: 43-49 - Ahmad Hasnah, Jihad Mohamad Jaam:
Query Expansion for Cross-Language Information Retrieval. ICMLA 2002: 50-56 - Birgit Hay, Geert Wets, Koen Vanhoof:
Multidimensional Sequence Alignment Methods: Discovering Navigation Patterns on Web Sites Presenting Page- and Time Information. ICMLA 2002: 57-63 - Henry O. Nyongesa, Saeedeh Maleki-Dizaji, Jawed I. A. Siddiqi:
Evolutionary User Modelling in an Adaptive Information Retrieval System. ICMLA 2002: 64-69 - Tuan Nam Tran, Masayuki Numao:
Text Mining from Biomedical Literature Using Term Extraction and Associations Rule Mining. ICMLA 2002: 70-76 - Xiaowei Yan, Chengqi Zhang, Shichao Zhang, John K. Debenham:
Association Rule Mining by Agents. ICMLA 2002: 77-83 - Chengqi Zhang, Xiaowei Yan, Shichao Zhang, Paul Kennedy:
Mining Very Large Databases Using Software Agents. ICMLA 2002: 84-90
Session 4: Inductive Learning and Applications
- M. Arif Wani:
Control Chart Pattern Recognition Through Inductive Learning. ICMLA 2002: 93-98 - Lukasz A. Kurgan, Waldemar Swiercz, Krzysztof J. Cios:
Semantic Mapping of XML Tags Using Inductive Machine Learning. ICMLA 2002: 99-109 - Olcay Boz:
Converting A Trained Neural Network To a Decision Tree DecText - Decision Tree Extractor. ICMLA 2002: 110-116 - Michel A. Cuendet, Abderrahim Labbi:
Consistent AdaBoost for Boosting Stumps. ICMLA 2002: 117-124
Session 5: Feature Extraction and Classification
- Junshui Ma, Simon Perkins, James Theiler, Stanley C. Ahalt:
Modified Kernel-based Nonlinear Feature Extraction. ICMLA 2002: 127-132 - Ricardo Vilalta, Youssef Drissi:
A Characterization of Difficult Problems in Classification. ICMLA 2002: 133-138 - Do-Hyeon Kim, Eun-Kyeong Park, Min-Kyeong Kang, Eui-Young Cha:
Improved Classification Technique of Neural Network Using Weighted Distance Function. ICMLA 2002: 139-142 - Zhaohui Zheng, Sargur N. Srihari:
Text Categorization Using Modified-CHI Feature Selection and Document/Term Frequencies. ICMLA 2002: 143-146 - Olcay Boz:
Feature Subset Selection by Using Sorted Feature Relevance. ICMLA 2002: 147-153 - Byongmo Lee, Euiyoung Cha:
Character Recognition through Feature Vector Using Weighted Penalty by Order. ICMLA 2002: 154-158 - Harris Papadopoulos, Vladimir Vovk, Alex Gammerman:
Qualified Prediction for Large Data Sets in the Case of Pattern Recognition. ICMLA 2002: 159-163 - Quing He, Zhong-Zhi Shi, Li-An Ren:
The Multi-class Classification Method in Large Database Based on Hyper Surface. ICMLA 2002: 164-169
Session 6: Knowledge Management and Learning
- Daniel L. Silver, Robert E. Mercer:
Life-long Learning through Task Rehersal and Selective Transfer. ICMLA 2002: 173-179 - Babak Akhgar, Jawed I. A. Siddiqi, Khalid Hafeez, James Stevenson:
A Logical Architecture for E-Knowledge Management. ICMLA 2002: 180-186 - Mohammed Abdel Razek, Claude Frasson, Marc Kaltenbach:
A Confident Agent: Toward More Effective Intelligent Distance Learning Environments. ICMLA 2002: 187-193
Session 7: Error Detection and Activity Monitoring
- Vasundhara Puttagunta, Konstantinos Kalpakis:
Adaptive Methods for Activity Monitoring of Streaming Data. ICMLA 2002: 197-203 - Kenny C. Gross, Wendy Lu:
Early Detection of Signal and Process Anomalies in Enterprise Computing Systems. ICMLA 2002: 204-210 - Kenny C. Gross, Wendy Lu, Dawei Huang:
Time-Series Investigation of Anomalous CRC Error Patterns in Fiber Channel Arbitrated Loops. ICMLA 2002: 211-215
Session 8: Machine Learning in Games and Problem Solving
- William M. Campbell, Kari Torkkola:
Machine Learning for Advising a Driver: A Survey. ICMLA 2002: 219-225 - Karl Tuyls, Sam Maes, Bernard Manderick:
Q-Learning in Simulated Robotic Soccer - Large State Spaces and Incomplete Information. ICMLA 2002: 226-232 - Jason Noble:
Finding Robust Texas Hold'em Poker Strategies Using Pareto Coevolution and Deterministic Crowding. ICMLA 2002: 233-239 - Gholamreza Haffari, Saeed Bagheri Shouraki:
Analysis of STAGE Algorithm Based on Solving Bin Packing Problem. ICMLA 2002: 240-246
Session 9: Machine Learning Applications
- Dirk Arndt, Wendy Gersten:
LIFT - A Leading Measure for Predictive Modeling. ICMLA 2002: 249-255 - Babak Akhgar, Mehrdad Naderi, Innes Ritchie, Jawed I. A. Siddiqi, Khalid Hafeez:
The Role of Middleware in Information Systems Strategy. ICMLA 2002: 256-262 - Kwang-Young Kim, Jerry Seo, Sung-Pil Choi, Minho Lee:
A Study of Query Optimization for Korean Compound Nouns. ICMLA 2002: 263-267 - Lynne Vettel, Raj Bhatnagar:
Learning Automata to Capture Temporal Patterns. ICMLA 2002: 268-274 - Chade-Meng Tan, Yuan-Fang Wang, Chan-Do Lee:
The Effectiveness of Bigrams in Automated Text Categorization. ICMLA 2002: 275-281 - M. Karimi Behbahani, Arash Rafiey, Mehrdad Shahshahani:
On Skeletons Attached to Grey Scale Images. ICMLA 2002: 282-288
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