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Foundations of Intelligent Systems

12th International Symposium, ISMIS 2000 Charlotte, NC, USA, October 11–14, 2000 Proceedings

  • Zbigniew W. Raś
  • Setsuo Ohsuga
Conference proceedings ISMIS 2000

Part of the Lecture Notes in Computer Science book series (LNCS, volume 1932)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 1932)

Table of contents

  1. Front Matter
    Pages I-XII
    PDF

  2. Invited Papers

    1. Information Retrieval Based on Statistical Language Models
      W. Bruce Croft
      Pages 1-11
    2. Intelligent Agent Battlespace Augmentation
      Philip J. Emmerman, Uma Y. Movva
      Pages 12-20
    3. Learning and Evolution: An Introduction to Non-darwinian Evolutionary Computation
      Ryszard S. Michalski
      Pages 21-30

  3. Regular Papers

    1. Knowledge Discovery and Learning

      1. Can Relational Learning Scale Up?
        Attilio Giordana, Lorenza Saitta, Michele Sebag, Marco Botta
        Pages 31-39
      2. Discovering Geographic Knowledge: The INGENS System
        Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca Lisi A.
        Pages 40-48
      3. Temporal Data Mining Using Hidden Periodicity Analysis
        Weiqiang Lin, Mehmet A. Orgun
        Pages 49-58
      4. Mining N-most Interesting Itemsets
        Ada Wai-chee Fu, Renfrew Wang-wai Kwong, Jian Tang
        Pages 59-67

    2. Intelligent Information Retrieval

      1. Repository Management in an Intelligent Indexing Approach for Multimedia Digital Libraries
        B. Armani, B. Catania, E. Bertino, D. Laradi, B. Marin, G.P. Zarri
        Pages 68-76
      2. Logic-Based Approach to Semistructured Data Retrieval
        Mohand-SaÏd Hacid, Farouk Toumani
        Pages 77-85
      3. High Quality Information Retrieval for Improving the Conduct and Management of Research and Development
        Ronald N. Kostoff
        Pages 86-96
      4. Signature-Based Indexing for Retrieval by Spatial Content in Large 2D-String Image Databases
        Essam El-Kwae A.
        Pages 97-108

    3. Knowledge Discovery and Learning

      1. Refining Logic Theories under OI-Implication
        F. Esposito, N. Fanizzi, S. Ferilli, G. Semeraro
        Pages 109-118
      2. Rule Quality Measures Improve the Accuracy of Rule Induction: An Experimental Approach
        Aijun An, Nick Cercone
        Pages 119-129
      3. A Dynamic Approach for Knowledge Discovery of Web Access Patterns
        Alaaeldin Hafez
        Pages 130-138
      4. Data Reduction via Conflicting Data Analysis
        M. Boussouf, M. Quafafou
        Pages 139-147
      5. A Comparison of Rule Matching Methods Used in AQ15 and LERS
        Jerzy W. Grzymala-Busse, Pankaj Shah
        Pages 148-156

    4. Evolutionary Computation

      1. Evolving Behaviors for Cooperating Agents
        Jeffrey K. Bassett, Kenneth A. De Jong
        Pages 157-165
      2. Evolving Finite-State Machine Strategies for Protecting Resources
        William M. Spears, Diana F. Gordon
        Pages 166-175
      3. A Method of Generating Program Specification from Description of Human Activities
        Shuhei Kawasaki, Setsuo Ohsuga
        Pages 176-185
      4. PLAtestGA: A CNF-Satisfiability Problem for the Generation of Test Vector for Missing Faults in VLSI Circuits
        Alfredo Cruz
        Pages 186-195
      5. Evaluating Migration Strategies for an Evolutionary Algorithm Based on the Constraint-Graph that Solves CSP
        Arturo NÚñez, María-Cristina Riff
        Pages 196-204

    5. Methodologies

      1. Relative Robustness: An Empirical Investigation of Behaviour Based and Plan Based Paradigms as Environmental Conditions Change
        Jennifer Kashmirian, Lin Padgham
        Pages 205-215
      2. A Heuristic for Domain Independent Planning and Its Use in an Enforced Hill-Climbing Algorithm
        Jörg Hoffmann
        Pages 216-227
      3. Planning while Executing: A Constraint-Based Approach
        R. Barruffi, M. Milano, P. Torroni
        Pages 228-236

    6. Intelligent Information Systems

      1. Problem Decomposition and Multi-agent System Creation for Distributed Problem Solving
        Katsuaki Tanaka, Michiko Higashiyama, Setsuo Ohsuga
        Pages 237-246
      2. A Comparative Study of Noncontextual and Contextual Dependencies
        S.K.M. Wong, C.J. Butz
        Pages 247-255
      3. Extended Query Answering Using Integrity Rules
        Barry G.T. Lowden, Jerome Robinson
        Pages 256-265

    7. Knowledge Discovery and Learning

      1. Finding Temporal Relations: Causal Bayesian Networks vs. C4.5
        Kamran Karimi, Howard J. Hamilton
        Pages 266-273
      2. Learning Relational Clichés with Contextual LGG
        Johanne Morin, Stan Matwin
        Pages 274-282
      3. Design of Rough Neurons: Rough Set Foundation and Petri Net Model
        J. F. Peters, A. Skowron, Z. Suraj, L. Han, S. Ramanna
        Pages 283-291
      4. Towards Musical Data Classification via Wavelet Analysis
        Alicja Wieczorkowska
        Pages 292-300

    8. Logic for AI

      1. Annotated Hyperresolution for Non-horn Regular Multiple-Valued Logics
        James J. Lu, Neil V. Murray, Erik Rosenthal
        Pages 301-310
      2. Fundamental Properties on Axioms of Kleene Algebra
        Tomoko Ninomiya, Masao Mukaidono
        Pages 311-320
      3. Extending Entity-Relationship Models with Higher-Order Operators
        Antonio Badia
        Pages 321-330
      4. Combining Description Logics with Stratified Logic Programs in Knowledge Representation
        Jianhua Chen
        Pages 331-339

    9. Knowledge Discovery and Learning

      1. Emergence Measurement and Analyzes of Conceptual Abstractions during Evolution Simulation in OOD
        Mourad OUSSALAH, Dalila TAMZALIT
        Pages 340-348
      2. Using Intelligent Systems in Predictions of the Bacterial Causative Agent of an Infection
        Diana R. Cundell, Randy S. Silibovsky, Robyn Sanders, Les M. Sztandera
        Pages 349-357
      3. An Intelligent Lessons Learned Process
        Rosina Weber, David W. Aha, Hector Muñoz-ávila, Leonard A. Breslow
        Pages 358-367

    10. Intelligent Information Systems

      1. What the Logs Can Tell You: Mediation to Implement Feedback in Training
        David A. Maluf, Gio Wiederhold
        Pages 368-376
      2. Top-Down Query Processing in First Order Deductive Databases under the DWFS
        C A Johnson
        Pages 377-388
      3. Discovering and Resolving User Intent in Heterogeneous Databases
        Chris Fernandes, Lawrence Henschen
        Pages 389-399

    11. Learning and Knowledge Discovery

      1. Discovering and Matching Elastic Rules from Sequence Databases
        Sanghyun Park, Wesley W. Chu
        Pages 400-408
      2. Perception-Based Granularity Levels in Concept Representation
        Lorenza Saitta, Jean-Daniel Zucker
        Pages 409-416
      3. Local Feature Selection with Dynamic Integration of Classifiers
        Alexey Tsymbal, Seppo Puuronen
        Pages 417-425
      4. Prediction of Ordinal Classes Using Regression Trees
        Stefan Kramer, Gerhard Widmer, Bernhard Pfahringer, Michael de Groeve
        Pages 426-434

    12. Intelligent Information Retrieval

      1. Optimal Queries in Information Filtering
        Ali H. Alsaffar, Jitender Deogun, Hayri Sever
        Pages 435-443
      2. Automatic Semantic Header Generator
        C. Bipin, S. Sami, Abdelbaset Ali
        Pages 444-452
      3. On Modeling of Concept Based Retrieval in Generalized Vector Spaces
        Minkoo Kim, Ali H. Alsaffar, Jitender S. Deogun, Vijay V. Raghavan
        Pages 453-462
      4. Template Generation for Identifying Text Patterns
        Cécile Boisson, Nahid Shahmehri
        Pages 463-473

About these proceedings

Keywords

artificial intelligence evolution evolutionary computation information system intelligent systems knowledge knowledge discovery knowledge representation learning

Editors and affiliations

  • Zbigniew W. Raś
    • 1
    • 2
  • Setsuo Ohsuga
    • 3
  1. 1.Institute of Computer SciencePolish Academy of SciencesWarsawPoland
  2. 2.Department of Computer ScienceUniversity of North CarolinaCharlotteUSA
  3. 3.Department of Science and TechnologyWaseda UniversityTokyoJapan

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-39963-1
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-41094-2
  • Online ISBN 978-3-540-39963-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site