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ORCIDICMLA 2003: Los Angeles, California, USA
- M. Arif Wani, Krzysztof J. Cios, Khalid Hafeez:
Proceedings of the 2003 International Conference on Machine Learning and Applications - ICMLA 2003, June 23-24, 2003, Los Angeles, California, USA. CSREA Press 2003
Session 1: Invited Speakers
- Lotfi A. Zadeh:
Computing with Words and Perceptions - A Paradigm Shift in Computing and Decision Analysis and Machine Intelligence. ICMLA 2003: 3-5 - John R. Koza:
Routine Human-Competitive Machine Intelligence by means of Genetic Programming. ICMLA 2003: 6-12 - Xin Yao:
Adaptive Divide-and-Conquer Using Populations and Ensembles. ICMLA 2003: 13-20
Session 2: Inductive Learning and Applications
- M. Arif Wani:
Discretization Algorithms for Inductive Learning. ICMLA 2003: 23-29 - Lukasz A. Kurgan, Krzysztof J. Cios:
Fast Class-Attribute Interdependence Maximization (CAIM) Discretization Algorithm. ICMLA 2003: 30-36 - Xiaoyong Li, Christoph F. Eick:
Fast Decision Tree Learning Algorithms for Microarray Data Collections. ICMLA 2003: 37-43 - J. Zhang, M. Virginia:
Learning Characteristic Rules for Fuzzy Classes And Its Application to Analysis of Weather Impact on National Airspace System Performance. ICMLA 2003: 44-50
Session 3: Reinforcement Learning and Applications
- David Wingate, Kevin D. Seppi:
Efficient Value Iteration Using Partitioned Models. ICMLA 2003: 53-59 - Myriam Abramson, Harry Wechsler:
A Distributed Reinforcement Learning Approach to Pattern Inference in Go. ICMLA 2003: 60-65 - James L. Carroll, Todd S. Peterson, Kevin D. Seppi:
Reinforcement Learning Task Clustering. ICMLA 2003: 66-72 - Nancy Fulda, Dan Ventura:
Dynamic Joint Action Perception for Q-Learning Agents. ICMLA 2003: 73-79
Session 4: Applications of Machine Learning Concepts
- Kari Torkkola, Noel Massey, Bob Leivian, Chip Wood, John Summers, Snehal Kundalkar:
Classification of Critical Driving Events. ICMLA 2003: 81-85 - Saadat M. Alhashmi, Henry O. Nyongesa, K. Hafeez:
An Internet-based Fuzzy Medical Advisory System using Multi-Agent Methodology. ICMLA 2003: 86-90 - B. Sofiane, S. Zaidi:
An Agent-Based Distance Teaching System. ICMLA 2003: 91-97 - Mircea Gh. Negoita, David Pritchard:
Testing Intelligent Tutoring System. ICMLA 2003: 98-104
Session 5: Invited Speakers
- Khurshid Ahmad:
Learning in Mixed Modality Situations-Learning Textual Descriptions of Images and Learning imageries encoded text. ICMLA 2003: 107-118
Session 6: Support Vector Machines and Pattern Recognition Applications
- Catarina Silva, Bernardete Ribeiro:
On the Evaluation of Text Processing in Text Categorization. ICMLA 2003: 121-127 - Rameswar Debnath, N. Takahide, Haruhisa Takahashi:
A Fast Learning Decision-Based SVM for Multi-Class Problems. ICMLA 2003: 128-134 - Jungpil Shin:
Efficient Dictionary Compression for On-line Character Recognition. ICMLA 2003: 135-141
Session 7: Data Mining and Applications
- Pål Sætrom, Magnus Lie Hetland:
Mining Interesting Temporal Rules with Genetic Programming and Specialized Hardware. ICMLA 2003: 145-151 - Mehmed M. Kantardzic, Antonio Badia:
Efficient Implementation of Strong Negative Association Rules. ICMLA 2003: 152-158
Session 8: Application of Machine Learning Techniques in Computer Security
- Melissa Danforth, Karl N. Levitt:
Immune System Model for Detecting Web Server Attacks. ICMLA 2003: 161-167 - Wenjie Hu, Yihua Liao, V. Rao Vemuri:
Robust Support Vector Machines for Anomaly Detection in Computer Security. ICMLA 2003: 168-174 - Marc Thomas, M. Arif Wani:
Server Intrusion Detection Using SAFARI Algorithm. ICMLA 2003: 175-182
Session 9: Neural Network Learning and Applications
- Daniel L. Silver, Peter McCracken:
The Consolidation of Neural Network Task Knowledge. ICMLA 2003: 185-192 - Luiz Garcia Palma Neto, Lucas Baggio Figueira, Maria do Carmo Nicoletti:
Using a Family of Perceptron-Based Neural Networks for Detecting Central Vestibular System Problems. ICMLA 2003: 193-199 - Graham Kendall, Yan Su:
Co-evolution of Successful Trading Strategies in A Simulated Stock Market. ICMLA 2003: 200-206 - Wieslaw Wajs:
Medical Dynamic Data Series Prediction Using Neural Network Methods. ICMLA 2003: 207-213
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