Ivan Bratko

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Application of Argument Based Machine Learning to Law.

[BibT_eX]

[DOI]

Martin Mozina

Jure Zabkar

Trevor J. M. Bench-Capon

Proceedings of the Tenth International Conference on Artificial Intelligence and Law, 2005

2004

Learning Qualitative Models.

[BibT_eX]

[DOI]

AI Mag., 2004

Qualitatively faithful quantitative prediction.

[BibT_eX]

[DOI]

Daniel Vladusic

Artif. Intell., 2004

Testing the significance of attribute interactions.

[BibT_eX]

[DOI]

Aleks Jakulin

Proceedings of the Machine Learning, 2004

Learning to Fly Simple and Robust.

[BibT_eX]

[DOI]

Claude Sammut

Proceedings of the Machine Learning: ECML 2004, 2004

2003

Categorization of Numerical Values for DEX Hierarchical Models.

[BibT_eX]

Martin Znidarsic

Marko Bohanec

Informatica (Slovenia), 2003

A Program for Playing Tarok.

[BibT_eX]

Mitja Lustrek

Matjaz Gams

J. Int. Comput. Games Assoc., 2003

Quantifying and Visualizing Attribute Interactions

[BibT_eX]

[DOI]

Aleks Jakulin

CoRR, 2003

GenePath: a system for automated construction of genetic networks from mutant data.

[BibT_eX]

[DOI]

Bioinform., 2003

GenePath: a system for inference of genetic networks and proposal of genetic experiments.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2003

Analyzing Attribute Dependencies.

[BibT_eX]

[DOI]

Aleks Jakulin

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Improving Numerical Prediction with Qualitative Constraints.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2003, 2003

Attribute Interactions in Medical Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2003

Search versus Knowledge: An Empirical Study of Minimax on KRK.

[BibT_eX]

Aleksander Sadikov

Proceedings of the Advances in Computer Games, 2003

Understanding Control Strategies.

[BibT_eX]

[DOI]

Proceedings of the Planning Based on Decision Theory, 2003

2002

Using Machine Learning to Understand Operator's Skill.

[BibT_eX]

[DOI]

Proceedings of the Developments in Applied Artificial Intelligence, 2002

Qualitative reverse engineering.

[BibT_eX]

Proceedings of the Machine Learning, 2002

2001

Decisions at Hand: A Decision Support System on Handhelds.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2001, 2001

GenePath: A Computer Program for Genetic Pathway Discovery from Mutant Data.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2001, 2001

Web-Enabled Knowledge-Based Analysis of Genetic Data.

[BibT_eX]

[DOI]

Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Induction of Qualitative Trees.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: EMCL 2001, 2001

Abductive Inference of Genetic Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Medicine, 2001

Function Decomposition in Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

Transformation of attribute space by function decomposition.

[BibT_eX]

[DOI]

Janez Demsar

Blaz Zupan

Proceedings of the Data Fusion and Perception, 2001

2000

Skill modeling through symbolic reconstruction of operator's trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2000

Qualitative Trees Applied to Bicycle Riding.

[BibT_eX]

[DOI]

Electron. Trans. Artif. Intell., 2000

Machine learning for survival analysis: a case study on recurrence of prostate cancer.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2000

Induction of Concept Hierarchies from Noisy Data.

[BibT_eX]

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Problem Decomposition for Behavioural Cloning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31, 2000

1999

Symbolic and qualitative reconstruction of control skill.

[BibT_eX]

[DOI]

Electron. Trans. Artif. Intell., 1999

Learning by Discovering Concept Hierarchies.

[BibT_eX]

[DOI]

Artif. Intell., 1999

Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence.

[BibT_eX]

[DOI]

Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Refining Complete Hypotheses in ILP.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 9th International Workshop, 1999

1998

Feature Transformation by Function Decomposition.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 1998

Knowledge base for finite-element mesh design learned by inductive logic programming.

[BibT_eX]

[DOI]

Bojan Dolsak

Anton Jezernik

Artif. Intell. Eng. Des. Anal. Manuf., 1998

1997

First Order Regression.

[BibT_eX]

[DOI]

Aram Karalic

Mach. Learn., 1997

A Dataset Decomposition Approach to Data Mining and Machine Discovery.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Skill Reconstruction as Induction of LQ Controllers with Subgoals.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Machine Learning by Function Decomposition.

[BibT_eX]

Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

Constructing Intermediate Concepts by Decomposition of Real Functions.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-97, 1997

1996

AI in Eastern and Central Europe.

[BibT_eX]

Matjaz Gams

Informatica (Slovenia), 1996

Attribute-Based Learning.

[BibT_eX]

[DOI]

AI Commun., 1996

1995

Engineering Applications of ILP.

[BibT_eX]

[DOI]

Saso Dzeroski

New Gener. Comput., 1995

Applications of Inductive Logic Programming.

[BibT_eX]

[DOI]

Stephen H. Muggleton

Commun. ACM, 1995

Control Skill, Machine Learning and Hand-crafting in Controller Design.

[BibT_eX]

Tanja Urbancic

Proceedings of the Machine Intelligence 15, 1995

1994

Applications of Inductive Logic Programming.

[BibT_eX]

[DOI]

Ross D. King

SIGART Bull., 1994

Machine Learning and Qualitative Reasoning.

[BibT_eX]

[DOI]

Mach. Learn., 1994

Trading Accuracy for Simplicity in Decision Trees.

[BibT_eX]

[DOI]

Marko Bohanec

Mach. Learn., 1994

A knowledge base for finite element mesh design.

[BibT_eX]

[DOI]

Bojan Dolsak

Anton Jezernik

Artif. Intell. Eng., 1994

Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-94, 1994

Reconstructing Human Skill with Machine Learning.

[BibT_eX]

Tanja Urbancic

Proceedings of the Eleventh European Conference on Artificial Intelligence, 1994

1993

Applications of Machine Learning: Towards Knowledge Synthesis.

[BibT_eX]

[DOI]

New Gener. Comput., 1993

Machine learning in artificial intelligence.

[BibT_eX]

[DOI]

Artif. Intell. Eng., 1993

Deriving qualitative control for dynamic systems.

[BibT_eX]

Proceedings of the Machine Intelligence 14, 1993

1992

Inductive Learning Applied to Program Construction and Verification.

[BibT_eX]

Marko Grobelnik

Proceedings of the Knowledge Oriented Software Design, Extended Papers from the IFIP TC12 Workshop on Artificial Intelligence from the Information Processing Perspective, 1992

Dynamic System Simulation with Qualitative Differential Equations.

[BibT_eX]

[DOI]

Proceedings of the Advanced Topics in Artificial Intelligence, 1992

1991

Information-Based Evaluation Criterion for Classifier's Performance.

[BibT_eX]

[DOI]

Mach. Learn., 1991

Comments to 'Chunking for Experience'.

[BibT_eX]

[DOI]

J. Int. Comput. Games Assoc., 1991

Learning Qualitative Models of Dynamic Systems.

[BibT_eX]

[DOI]

Stephen H. Muggleton

Alen Varsek

Proceedings of the Eighth International Workshop (ML91), 1991

On Estimating Probabilities in Tree Pruning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 1991

1990

PROLOG Programming for Artificial Intelligence, Second Edition

[BibT_eX]

Addison-Wesley, ISBN: 0-201-41606-9, 1990

1989

Medical Analysis of Automatically Induced Diagnostic Rules.

[BibT_eX]

[DOI]

Proceedings of the AIME 89, 1989

KARDIO - a study in deep and qualitative knowledge for expert systems.

[BibT_eX]

Igor Mozetic

Nada Lavrac

MIT Press, ISBN: 978-0-262-02273-6, 1989

1988

Learning Redundant Rules in Noisy Domains.

[BibT_eX]

Proceedings of the 8th European Conference on Artificial Intelligence, 1988

1987

AI and Robotics; Flexibility and Integration.

[BibT_eX]

[DOI]

Peter Mowforth

Robotica, 1987

Some comments on rule induction.

[BibT_eX]

[DOI]

Knowl. Eng. Rev., 1987

Ideas on Knowledge Synthesis ..... a correction.

[BibT_eX]

[DOI]

J. Int. Comput. Games Assoc., 1987

Ideas on Knowledge Synthesis Stemming from the KBBKN Endgame.

[BibT_eX]

[DOI]

J. Int. Comput. Games Assoc., 1987

ASSISTANT 86: A Knowledge-Elicitation Tool for Sophisticated Users.

[BibT_eX]

Proceedings of the Progress in Machine Learning, 1987

1984

Detection of Positional Patterns in Chess.

[BibT_eX]

[DOI]

Peter Tancig

S. Tancig

J. Int. Comput. Games Assoc., 1984

1983

An Experiment in Automatic Synthesis of Expert Knowledge Through Qualitative Modelling.

[BibT_eX]

[DOI]

Igor Mozetic

Nada Lavrac

Proceedings of the Logic Programming Workshop '83, Praia da Falésia, Algarve, Portugal, 26 June, 1983

1982

Symbolic Derivation of Chess Patterns.

[BibT_eX]

Proceedings of the 5th European Conference on Artificial Intelligence, 1982

1981

Recognition of Complex Patterns Using Cellular Arrays.

[BibT_eX]

[DOI]

Zdenek Zdráhal

Alen Shapiro

Comput. J., 1981

1980

An Advice Program for a Complex Chess Programming Task.

[BibT_eX]

[DOI]

Comput. J., 1980

1979

Implementing Search Heuristics Using the AL1 Advice-Taking System.

[BibT_eX]

Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

1978

Proving Correctness of Strategies in the AL1 Assertional Language.

[BibT_eX]

[DOI]

Inf. Process. Lett., 1978

Pattern-Based Representation of Chess End-Game Knowledge.

[BibT_eX]

[DOI]

Danny Kopec

Comput. J., 1978

Advice Table Representations of Chess End-Game Knowledge.

[BibT_eX]