8. ECML 1995: Heraclion, Crete, Greece

Nada Lavrac, Stefan Wrobel (Eds.): Machine Learning: ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25-27, 1995, Proceedings. Lecture Notes in Computer Science 912 Springer 1995, ISBN 3-540-59286-5 BibTeX

@proceedings{DBLP:conf/ecml/1995,
  editor    = {Nada Lavrac and
               Stefan Wrobel},
  title     = {Machine Learning: ECML-95, 8th European Conference on Machine
               Learning, Heraclion, Crete, Greece, April 25-27, 1995, Proceedings},
  booktitle = {ECML},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {912},
  year      = {1995},
  isbn      = {3-540-59286-5},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Invited Papers

Jörg Gebhardt, Rudolf Kruse: Reasoning and Learning in Probabilistic and Possibilistic Networks: An Overview. 3-16 BibTeX
Donald Michie: Problem Decomposition and the Learning of Skills. 17-31 BibTeX
Tom M. Mitchell: Machine Learning in the World Wide Web. 32 BibTeX
Stellan Ohlsson, James J. Jewett: Abstract Computer Models: Towards a New Method for Theorizing About Adaptive Agents. 33-52 BibTeX

Papers

Ralph Bergmann, Wolfgang Wilke: Learning Abstract Planning Cases. 55-76 BibTeX
Yoram Biberman: The Role of Prototypicality in Exemplar-Based Learning. 77-91 BibTeX
Henrik Boström: Specialization of Recursive Predicates. 92-106 BibTeX
Jürgen Branke, Udo Kohlmorgen, Hartmut Schmeck: A Distributed Genetic Algorithm Improving the Generalization Behavior of Neural Networks. 107-121 BibTeX
Yannis Dimopoulos, Antonis C. Kakas: Learning Non-Monotonic Logic Programs: Learning Exceptions. 122-137 BibTeX
Anthony G. Francis Jr., Ashwin Ram: A Comparitive Utility Analysis of Case-Based Reasoning and Control-Rule Learning Systems. 138-150 BibTeX
Dragan Gamberger: A Minimization Approach to Propositional Inductive Learning. 151-160 BibTeX
Anthony D. Griffiths, Derek G. Bridge: On Concept Space and Hypothesis Space in Case-Based Learning Algorithms. 161-173 BibTeX
Ron Kohavi: The Power of Decision Tables. 174-189 BibTeX
Miroslav Kubat, Doris Flotzinger: Pruning Multivariate Decision Trees by Hyperplane Merging. 190-199 BibTeX
Thierry Van de Merckt, Christine Decaestecker: Multiple-Knowledge Representation in Concept Learning. 200-217 BibTeX
Georgios Paliouras, David S. Brée: The Effect of Numeric Features on the Scalability of Inductive Learning Programs. 218-231 BibTeX
Ken Sadohara, Makoto Haraguchi: Analogical Logic Program Synthesis from Examples. 232-244 BibTeX
Birgit Tausend: A Guided Tour Through Hypothesis Spaces in ILP. 245-259 BibTeX

Extended Abstracts

Hilde Adé, Henrik Boström: JIGSAW: Puzzling together RUTH and SPECTRE (Extended Abstract). 263-266 BibTeX
Siegfried Bell, Peter Brockhausen: Discovery of Constraints and Data Dependencies in Databases (Extended Abstract). 267-270 BibTeX
Cathy Escazut, Philippe Collard: Learning Disjunctive Normal Forms in a Dual Classifier System (Extended Abstract). 271-274 BibTeX
Gerard V. Conroy, David M. Dutton: The Effects of Noise on Efficient Incremental Induction (Extended Abstract). 275-278 BibTeX
Matthew J. Dovey: Analysis of Rachmaninoff's Piano Performances Using Inductive Logic Programming (Extended Abstract). 279-282 BibTeX
Saso Dzeroski, Ljupco Todorovski, Tanja Urbancic: Handling Real Numbers in ILP: A Step Towards Better Behavioural Clones (Extended Abstract). 283-286 BibTeX
Floriana Esposito, Donato Malerba, Giovanni Semeraro: Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract). 287-290 BibTeX
Johannes Fürnkranz: A Tight Integration of Pruning and Learning (Extended Abstract). 291-294 BibTeX
Irena Ivanova, Miroslav Kubat: Decision-Tree Based Neural Network (Extended Abstract). 295-298 BibTeX
Alípio Jorge, Pavel Brazdil: Learning Recursion with Iterative Bootstrap Induction (Extended Abstract). 299-302 BibTeX
Thomas Kolbe, Christoph Walther: Patching Proofs for Reuse (Extended Abstract). 303-306 BibTeX
Miroslav Kubat, Gerhard Widmer: Adapting to Drift in Continuous Domains (Extended Abstract). 307-310 BibTeX
Aristidis Likas, Konstantinos Blekas, Andreas Stafylopatis: Parallel Recombinative Reinforcement Learning (Extended Abstract). 311-314 BibTeX
Mario Martin, Ulises Cortés: Learning to Solve Complex Tasks for Reactive Systems (Extended Abstract). 315-318 BibTeX
Sadayoshi Mikami, Yukinori Kakazu, Terence C. Fogarty: Co-operative Reinforcement Learning By Payoff Filters (Extended Abstract). 319-322 BibTeX
Wolfgang Müller, Fritz Wysotzki: Automatic Synthesis of Control Programs by Combination of Learning and Problem Solving Methods (Extended Abstract). 323-326 BibTeX
Nikolay I. Nikolaev, Evgueni N. Smirnov: Analytical Learning Guided by Empirical Technology: An Approach to Integration (Extended Abstract). 327-330 BibTeX
Bernhard Pfahringer: A New MDL Measure for Robust Rule Induction (Extended Abstract). 331-334 BibTeX
Marco Richeldi, Mauro Rossotto: Class-Driven Statistical Discretization of Continuous Attributes (Extended Abstract). 335-338 BibTeX
Mehran Sahami: Generating Neural Networks Through the Induction of Threshold Logic Unit Trees (Extended Abstract). 339-342 BibTeX
Mehran Sahami: Learning Classification Rules Using Lattices (Extended Abstract). 343-346 BibTeX
Barbara Schulmeister, Mario Bleich: Hybrid Classification: Using Axis-Parallel and Oblique Subdivisions of the Attribute Space (Extended Abstract). 347-350 BibTeX
Michèle Sebag, Marc Schoenauer, Caroline Ravise: An Induction-based Control for Genetic Algorithms (Extended Abstract). 351-355 BibTeX
Edgar Sommer: FENDER: An Approach to Theory Restructuring (Extended Abstract). 356-359 BibTeX
Irene Weber, Birgit Tausend, Irene Stahl: Language Series Revisited: The Complexity of Hypothesis Spaces in ILP (Extended Abstract). 360-363 BibTeX
Christel Wisotzki, Fritz Wysotzki: Prototype, Nearest Neighbor and Hybrid Algorithms for Time Series Classification (Extended Abstract). 364-367 BibTeX