ECML-PKDD 1994

46 papers

A Context Similarity Measure Yoram Biberman

A Geometric Approach to Feature Selection Tapio Elomaa, Esko Ukkonen

A Hybrid Nearest-Neighbor and Nearest-Hyperrectangle Algorithm Dietrich Wettschereck

A Multistrategy Learning System and Its Integration into an Interactive Floorplanning Tool Jürgen Herrmann, Reiner Ackermann, Jörg Peters, Detlef Reipa

An ALgorithm for Learning Hierarchical Classifiers Jyrki Kivinen, Heikki Mannila, Esko Ukkonen, Jaak Vilo

An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships Donato Malerba, Giovanni Semeraro, Floriana Esposito

An Instance-Based Learning Method for Database: An Information Theoretic Approach Changhwan Lee

Automated Knowledge Acquisition for PROSPECTOR-like Expert Systems Petr Berka, Jirí Ivánek

Averaging over Decision Stumps Jonathan J. Oliver, David J. Hand

Biases and Their Effects in Inductive Logic Programming Birgit Tausend

BMWk Revisited - Generalization and Formalization of an Algorithm for Detecting Recursive Relations in Term Sequences Guillaume Le Blanc

Bottom-up Induction of Oblivious Read-Once Decision Graphs Ron Kohavi

Characterizing the Applicability of Classification Algorithms Using Meta-Level Learning Pavel Brazdil, João Gama, Bob Henery

Complexity of Computing Generalized VC-Dimensions Ayumi Shinohara

Concept Formation in Complex Domains Alain Ketterlin, Jerzy J. Korczak

Concept Sublattices Janos J. Sarbo, József Farkas

Controlling Constructive Induction in CIPF: An MDL Approach Bernhard Pfahringer

Cost-Sensitive Pruning of Decision Trees Ulrich Knoll, Gholamreza Nakhaeizadeh, Birgit Tausend

Discovering Dynamics with Genetic Programming Saso Dzeroski, Igor Petrovski

DP 1: Supervised and Unsupervised Clustering Joel D. Martin

Early Screening for Castric Cancer Using Machine Learning Techniques Wei Zhong Liu, Allan P. White, M. T. Hallissey

Estimating Attributes: Analysis and Extensions of RELIEF Igor Kononenko

Existence and Nonexistence of Complete Refinement Operators Patrick R. J. van der Laag, Shan-Hwei Nienhuys-Cheng

Flexible Integration of Multiple Learning Methods into a Problem Solving Architecture Enric Plaza, Josep Lluís Arcos

FOSSIL: A Robust Relational Learner Johannes Fürnkranz

Identifying Unrecognizable Regular Languages by Queries Claudio Ferretti, Giancarlo Mauri

Incremental Learning of Control Knowledge for Nonlinear Problem Solving Daniel Borrajo, Manuela M. Veloso

Inductive Learning of Characteristic Concept Description from Small Sets of Classified Examples Werner Emde

Inductive Learning of Normal Clauses Christel Vrain, Lionel Martin

Industrial Applications of ML: Illustrations for the KAML Dilemma and the CBR Dream Yves Kodratoff

Intensional Learning of Logic Programs Daniele Gunetti, Umberto Trinchero

Inverting Implication with Small Training Sets David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin

Knowledge Representation in Machine Learning Filippo Neri, Lorenza Saitta

Learning Belief Network Structure from Data Under Causal Insufficiency Mieczyslaw A. Klopotek

Learning from Recursive, Tree Structured Examples Pascal Jappy, Marie-Catherine Daniel-Vatonne, Olivier Gascuel, Colin de la Higuera

Learning Problem-Solving Concepts by Reflecting on Problem Solving Eleni Stroulia, Ashok K. Goel

Learning Relations with Closing the World (Extended Abstract) Edgar Sommer

On the Role of Machine Learning in Knowledge-Based Control Werner Brockmann

On the Utility of Predicate Invention in Inductive Logic Programming Irene Stahl

Partially Isomorphic Generalization and Analogical Reasoning Eizyu Hirowatari, Setsuo Arikawa

Properties of Inductive Logic Programming in Function-Free Horn Logic Irene Stahl

Representing Biases for Inductive Logic Programming Birgit Tausend

Sample PAC-Learnability in Model Inference Shan-Hwei Nienhuys-Cheng, Mark Polman

The Piecewise Linear Classifier DIPOL92 Barbara Schulmeister, Fritz Wysotzki

Using Constraints to Building Version Spaces Michèle Sebag

Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik