J. Ross Quinlan

According to our database, J. Ross Quinlan authored at least 39 papers between 1968 and 2008.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2008

Top 10 algorithms in data mining.

Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael S. Steinbach, David J. Hand, Dan Steinberg

Knowl. Inf. Syst., 2008

2000

KDD-99 Panel on Last 10 and Next 10 years.

J. Ross Quinlan

SIGKDD Explor., 2000

1999

Simplifying decision trees.

J. Ross Quinlan

Int. J. Hum. Comput. Stud., 1999

Some Elements of Machine Learning (Extended Abstract).

J. Ross Quinlan

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

Data Mining from an AI Perspective (Abstract).

J. Ross Quinlan

Proceedings of the 15th International Conference on Data Engineering, 1999

1997

Decision Trees and Instance-Based Classifiers.

J. Ross Quinlan

Proceedings of the Computer Science and Engineering Handbook, 1997

1996

Learning First-Order Definitions of Functions.

J. Ross Quinlan

J. Artif. Intell. Res., 1996

Improved Use of Continuous Attributes in C4.5.

J. Ross Quinlan

J. Artif. Intell. Res., 1996

Learning Decision Tree Classifiers.

J. Ross Quinlan

ACM Comput. Surv., 1996

Boosting First-Order Learning.

J. Ross Quinlan

Proceedings of the Algorithmic Learning Theory, 7th International Workshop, 1996

Bagging, Boosting, and C4.5.

J. Ross Quinlan

Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995

Induction of Logic Programs: FOIL and Related Systems.

J. Ross Quinlan, R. Mike Cameron-Jones

New Gener. Comput., 1995

Oversearching and Layered Search in Empirical Learning.

J. Ross Quinlan, R. Mike Cameron-Jones

Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

MDL and Categorical Theories (Continued).

J. Ross Quinlan

Proceedings of the Machine Learning, 1995

1994

Efficient Top-Down Induction of Logic Programs.

R. Mike Cameron-Jones, J. Ross Quinlan

SIGART Bull., 1994

The Minimum Description Length Principle and Categorical Theories.

J. Ross Quinlan

Proceedings of the Machine Learning, 1994

1993

Avoiding Pitfalls When Learning Recursive Theories.

R. Mike Cameron-Jones, J. Ross Quinlan

Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Combining Instance-Based and Model-Based Learning.

J. Ross Quinlan

Proceedings of the Machine Learning, 1993

FOIL: A Midterm Report.

J. Ross Quinlan, R. Mike Cameron-Jones

Proceedings of the Machine Learning: ECML-93, 1993

C4.5: Programs for Machine Learning

J. Ross Quinlan

Morgan Kaufmann, ISBN: 1-55860-238-0, 1993

1991

Improved Estimates for the Accuracy of Small Disjuncts.

J. Ross Quinlan

Mach. Learn., 1991

Knowledge Acquisition from Structured Data: Using Determinate Literals to Assist Search.

J. Ross Quinlan

IEEE Expert, 1991

Determinate Literals in Inductive Logic Programming.

J. Ross Quinlan

Proceedings of the Eighth International Workshop (ML91), 1991

1990

Decision trees and decision-making.

J. Ross Quinlan

IEEE Trans. Syst. Man Cybern., 1990

Learning Logical Definitions from Relations.

J. Ross Quinlan

Mach. Learn., 1990

1989

Inferring Decision Trees Using the Minimum Description Length Principle

J. Ross Quinlan, Ronald L. Rivest

Inf. Comput., March, 1989

Unknown Attribute Values in Induction.

J. Ross Quinlan

Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

1988

An Empirical Comparison of Genetic and Decision-Tree Classifiers.

J. Ross Quinlan

Proceedings of the Machine Learning, 1988

1987

Generating Production Rules from Decision Trees.

J. Ross Quinlan

Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1986

Thyroid Disease.

J. Ross Quinlan

Dataset, December, 1986

Induction of Decision Trees.

J. Ross Quinlan

Mach. Learn., 1986

1985

Internal Consistency in Plausible Reasoning Systems.

J. Ross Quinlan

New Gener. Comput., 1985

An Expert System for the Interpretation of Thyroid Assays in a Clinical Laboratory.

K. A. Horn, Paul Compton, Leslie Lazarus, J. Ross Quinlan

Aust. Comput. J., 1985

1983

Inferno: A Cautious Approach To Uncertain Inference.

J. Ross Quinlan

Comput. J., 1983

Consistency and Plausible Reasoning.

J. Ross Quinlan

Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

1980

An Introduction to Knowledge-Based Expert Systems.

J. Ross Quinlan

Aust. Comput. J., 1980

1975

Predicting The Length Of Solutions To Problems.

J. Ross Quinlan

Proceedings of the Advance Papers of the Fourth International Joint Conference on Artificial Intelligence, 1975

1969

A Task-Independent Experience-Gathering Scheme for a Problem Solver.

J. Ross Quinlan

Proceedings of the 1st International Joint Conference on Artificial Intelligence, 1969

1968

A Formal Deductive Problem-Solving System.

J. Ross Quinlan, Earl B. Hunt

J. ACM, 1968