ECML-PKDD 1995

44 papers

A Comparitive Utility Analysis of Case-Based Reasoning and Control-Rule Learning Systems Anthony G. Francis Jr., Ashwin Ram

A Distributed Genetic Algorithm Improving the Generalization Behavior of Neural Networks Jürgen Branke, Udo Kohlmorgen, Hartmut Schmeck

A Guided Tour Through Hypothesis Spaces in ILP Birgit Tausend

A Minimization Approach to Propositional Inductive Learning Dragan Gamberger

A New MDL Measure for Robust Rule Induction (Extended Abstract) Bernhard Pfahringer

A Tight Integration of Pruning and Learning (Extended Abstract) Johannes Fürnkranz

Abstract Computer Models: Towards a New Method for Theorizing About Adaptive Agents Stellan Ohlsson, James J. Jewett

Adapting to Drift in Continuous Domains (Extended Abstract) Miroslav Kubat, Gerhard Widmer

An Induction-Based Control for Genetic Algorithms (Extended Abstract) Michèle Sebag, Marc Schoenauer, Caroline Ravise

Analogical Logic Program Synthesis from Examples Ken Sadohara, Makoto Haraguchi

Analysis of Rachmaninoff's Piano Performances Using Inductive Logic Programming (Extended Abstract) Matthew J. Dovey

Analytical Learning Guided by Empirical Technology: An Approach to Integration (Extended Abstract) Nikolay I. Nikolaev, Evgueni N. Smirnov

Automatic Synthesis of Control Programs by Combination of Learning and Problem Solving Methods (Extended Abstract) Wolfgang Müller, Fritz Wysotzki

Class-Driven Statistical Discretization of Continuous Attributes (Extended Abstract) Marco Richeldi, Mauro Rossotto

Co-Operative Reinforcement Learning by Payoff Filters (Extended Abstract) Sadayoshi Mikami, Yukinori Kakazu, Terence C. Fogarty

Decision-Tree Based Neural Network (Extended Abstract) Irena Ivanova, Miroslav Kubat

Discovery of Constraints and Data Dependencies in Databases (Extended Abstract) Siegfried Bell, Peter Brockhausen

FENDER: An Approach to Theory Restructuring (Extended Abstract) Edgar Sommer

Generating Neural Networks Through the Induction of Threshold Logic Unit Trees (Extended Abstract) Mehran Sahami

Handling Real Numbers in ILP: A Step Towards Better Behavioural Clones (Extended Abstract) Saso Dzeroski, Ljupco Todorovski, Tanja Urbancic

Hybrid Classification: Using Axis-Parallel and Oblique Subdivisions of the Attribute Space (Extended Abstract) Barbara Schulmeister, Mario Bleich

JIGSAW: Puzzling Together RUTH and SPECTRE (Extended Abstract) Hilde Adé, Henrik Boström

Language Series Revisited: The Complexity of Hypothesis Spaces in ILP (Extended Abstract) Irene Weber, Birgit Tausend, Irene Stahl

Learning Abstract Planning Cases Ralph Bergmann, Wolfgang Wilke

Learning Classification Rules Using Lattices (Extended Abstract) Mehran Sahami

Learning Disjunctive Normal Forms in a Dual Classifier System (Extended Abstract) Cathy Escazut, Philippe Collard

Learning Non-Monotonic Logic Programs: Learning Exceptions Yannis Dimopoulos, Antonis C. Kakas

Learning Recursion with Iterative Bootstrap Induction (Extended Abstract) Alípio Jorge, Pavel Brazdil

Learning to Solve Complex Tasks for Reactive Systems (Extended Abstract) Mario Martín, Ulises Cortés

Machine Learning in the World Wide Web Tom M. Mitchell

Multiple-Knowledge Representation in Concept Learning Thierry Van de Merckt, Christine Decaestecker

On Concept Space and Hypothesis Space in Case-Based Learning Algorithms Anthony D. Griffiths, Derek G. Bridge

Parallel Recombinative Reinforcement Learning (Extended Abstract) Aristidis Likas, Konstantinos Blekas, Andreas Stafylopatis

Patching Proofs for Reuse (Extended Abstract) Thomas Kolbe, Christoph Walther

Problem Decomposition and the Learning of Skills Donald Michie

Prototype, Nearest Neighbor and Hybrid Algorithms for Time Series Classification (Extended Abstract) Christel Wisotzki, Fritz Wysotzki

Pruning Multivariate Decision Trees by Hyperplane Merging Miroslav Kubat, Doris Flotzinger

Reasoning and Learning in Probabilistic and Possibilistic Networks: An Overview Jörg Gebhardt, Rudolf Kruse

Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract) Floriana Esposito, Donato Malerba, Giovanni Semeraro

Specialization of Recursive Predicates Henrik Boström

The Effect of Numeric Features on the Scalability of Inductive Learning Programs Georgios Paliouras, David S. Brée

The Effects of Noise on Efficient Incremental Induction (Extended Abstract) Gerard V. Conroy, David M. Dutton

The Power of Decision Tables Ron Kohavi

The Role of Prototypicality in Exemplar-Based Learning Yoram Biberman