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Association for the Advancement of Artificial Intelligence

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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 14 /

Learning

Reactive Behavior

  • Detecting and Reacting to Unplanned-for World States

    Ella M. Atkins, Edmund H. Durfee, Kang G. Shin

    571

    PDF
  • Reinforcement Learning with Time

    Daishi Harada

    PDF

Formal Analyses of Learning

  • Worst-Case Absolute Loss Bounds for Linear Learning Algorithms

    Tom Bylander

    485

    PDF
  • Representation, Search and Genetic Algorithms

    Darrell Whitley, Soraya B. Rana

    497

    PDF
  • Version Spaces without Boundary Sets

    Haym Hirsh, Nina Mishra, Leonard Pitt

    PDF

Knowledge Discovery in Databases

  • Pattern Discovery in Distributed Databases

    Raj Bhatnagar, Sriram Srinivasan

    503

    PDF
  • More Efficient Windowing

    Johannes Fürnkranz

    509

    PDF

Learning In Linguistic Domains

  • Maximally Parsimonious Discrimination: A Generic Task from Linguistic Discovery

    Raúl Valdes-Pérez, Vladimir Pericliev

    515

    PDF
  • Sparse Representations for Fast, One-Shot Learning

    Kenneth Yip, Gerald Jay Sussman

    521

    PDF

Machine Learning (Probabilistic)

  • Learning Bayesian Networks from Incomplete Data

    Moninder Singh

    534

    PDF
  • Intelligent Methods for File System Optimization

    Leo Kuvayev, C. L. Giles, J. Philbin, H. Cejtin

    528

    PDF

Model Selection and Overfitting

  • An Empirical Evaluation of Bagging and Boosting

    Richard Maclin, David Opitz

    546

    PDF
  • A New Metric-Based Approach to Model Selection

    Dale Schuurmans

    552

    PDF
  • Lessons in Neural Network Training: Overfitting May be Harder than Expected

    Steve Lawrence, C. Lee Giles, Ah Chung Tsoi

    540

    PDF

Parallelism in Learning

  • Maximizing the Benefits of Parallel Search Using Machine Learning

    Diane J. Cook, R. Craig Varnell

    559

    PDF
  • Generating C4.5 Production Rules in Parallel

    Richard Kufrin

    565

    PDF

Text Retrieval and Learning

  • Transferring and Retraining Learned Information Filters

    William W. Cohen, Daniel Kudenko

    583

    PDF
  • Active Learning with Committees for Text Categorization

    Ray Liere, Prasad Tadepalli

    591

    PDF

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