Local Arrangements Chair: |
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Carl H. Smith, University of Maryland, College Park, MD, USA, smith@cs.umd.edu |
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Conference Chair: Program Committee Chairs:
Program Committee:
Topics of interest include (but are not limited to): the design and analysis of learning algorithms, computational models of machine learning (such as on-line learning, learning via queries, inductive inference, PAC-learning), specific algorithmic approaches (boosting, kernel methods, MDL-estimation), learning complex models (neural networks, Bayesian networks, inductive logic programming, grammatical inference, case-based reasoning), machine discovery, and applications of machine learning to data mining, the web and bioinformatics. E.M. Gold Award: One scholarship of $500 sponsored by IFIP Working Group 1.4 will be awarded to a student author (please mark student submissions on title page) of an excellent paper.
Conference Homepage:
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Conference Chair: Program Committee Chairs:
Program Committee:
Topics of interest within the scope of this conference include (but not limited to) the following areas: Logic of knowledge discovery, knowledge discovery by inferences, knowledge discovery by learning algorithms, knowledge discovery by heuristic search, scientific discovery, knowledge discovery in databases, data mining, knowledge discovery in network environments, inductive logic programming, abductive reasoning, machine learning, constructive programming as discovery, intelligent network agents, knowledge discovery from unstructured and multimedia data, statistical methods for knowledge discovery, data and knowledge visualization, knowledge discovery and human interaction, human factors in knowledge discovery, user interfaces for discovery, information visualization, philosophy of discovery, psychology of discovery, and chance discovery.
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Submission Details: |
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Submission Deadline: May 10, 2001; Notification of Acceptance: July 1, 2001; Camera Ready due: August 1, 2001 |
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