J. Ross Quinlan

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Data Mining from an AI Perspective (Abstract)

J. Ross Quinlan, 1999, ICDE.

Learning logical definitions from relations

J. Ross Quinlan, J. R. Quinlan, 1990, Machine Learning.

Decision trees and decision-making

J. Ross Quinlan, J. R. Quinlan, 1990, IEEE Trans. Syst. Man Cybern..

Simplifying Decision Trees

J. Ross Quinlan, J. R. Quinlan, J. R. Quinlan, 1987, Int. J. Man Mach. Stud..

Proceedings of the Second Australian Conference on Applications of expert systems

J. Ross Quinlan, J. R. Quinlan, 1987 .

Oversearching and Layered Search in Empirical Learning

R. Mike Cameron-Jones, J. Ross Quinlan, J. R. Quinlan, 1995, IJCAI.

Top 10 algorithms in data mining

Philip S. Yu, Xindong Wu, Qiang Yang, 2007, Knowledge and Information Systems.

Unknown Attribute Values

J. Ross Quinlan, 1993 .

Improved Use of Continuous Attributes in C4.5

J. Ross Quinlan, J. R. Quinlan, 1996, J. Artif. Intell. Res..

Guide to Using the System

J. Ross Quinlan, 1993 .

Bagging, Boosting, and C4.5

J. Ross Quinlan, J. R. Quinlan, 1996, AAAI/IAAI, Vol. 1.

Internal consistency in plausible reasoning systems

J. Ross Quinlan, J. R. Quinlan, 1985, New Generation Computing.

Predicting The Length Of Solutions To Problems

J. Ross Quinlan, J. R. Quinlan, 1975, IJCAI.

Induction of Decision Trees

J. Ross Quinlan, J. R. Quinlan, 1986, Machine Learning.

Generating Production Rules from Decision Trees

J. Ross Quinlan, J. R. Quinlan, 1987, IJCAI.

KDD-99 panel on last 10 and next 10 years

J. Ross Quinlan, 2000, SKDD.

An Empirical Comparison of Genetic and Decision-Tree Classifiers

J. Ross Quinlan, J. R. Quinlan, 1988, ML.

C4.5: Programs for Machine Learning

J. Ross Quinlan, J. R. Quinlan, 1992 .

Consistency and Plausible Reasoning

J. Ross Quinlan, 1983, IJCAI.

Decision Trees and Instance-Based Classifiers

J. Ross Quinlan, J. R. Quinlan, 1997, The Computer Science and Engineering Handbook.

FOIL: A Midterm Report

R. Mike Cameron-Jones, J. Ross Quinlan, J. R. Quinlan, 1993, ECML.

Data mining tasks and methods: Classification: decision-tree discovery

Ron Kohavi, J. Ross Quinlan, J. R. Quinlan, 2002 .

Improved Estimates for the Accuracy of Small Disjuncts

J. Ross Quinlan, 2005, Machine Learning.

Efficient top-down induction of logic programs

R. Mike Cameron-Jones, J. Ross Quinlan, 1994, SGAR.

Boosting First-Order Learning

J. Ross Quinlan, J. R. Quinlan, 1996, ALT.

Learning logical definitions from relations

J. Ross Quinlan, J. R. Quinlan, 1990, Machine Learning.

The Minimum Description Length Principle and Categorical Theories

J. Ross Quinlan, J. R. Quinlan, 1994, ICML.

CHAPTER 6 – Windowing

J. Ross Quinlan, 1993 .

Induction of logic programs: FOIL and related systems

R. Mike Cameron-Jones, J. Ross Quinlan, J. R. Quinlan, 1995, New Generation Computing.

Knowledge acquisition from structured data: using determinate literals to assist search

J. Ross Quinlan, J. R. Quinlan, 1991, IEEE Expert.

Simplifying decision trees

J. Ross Quinlan, J. R. Quinlan, 1987, Int. J. Hum. Comput. Stud..

Avoiding Pitfalls When Learning Recursive Theories

R. Mike Cameron-Jones, J. Ross Quinlan, 1993, IJCAI.

Unknown Attribute Values in Induction

J. Ross Quinlan, J. R. Quinlan, 1989, ML.

A Formal Deductive Problem-Solving System

J. Ross Quinlan, E. B. Hunt, J. R. Quinlan, 1968, J. ACM.

Inferno: A Cautious Approach To Uncertain Inference

J. Ross Quinlan, J. R. Quinlan, 1986, Comput. J..

THE REACTIVE LIBRARY

J. Ross Quinlan, Earl B. Hunt, 1967 .

Learning decision tree classifiers

J. Ross Quinlan, J. R. Quinlan, 1996, CSUR.

Learning First-Order Definitions of Functions

J. Ross Quinlan, 1996, J. Artif. Intell. Res..

CHAPTER 11 – Desirable Additions

J. Ross Quinlan, 1993 .

An Introduction to Knowledge-Based Expert Systems

J. Ross Quinlan, J. R. Quinlan, 1980, Aust. Comput. J..

Combining Instance-Based and Model-Based Learning

J. Ross Quinlan, J. R. Quinlan, 1993, ICML.

15 – LEARNING EFFICIENT CLASSIFICATION PROCEDURES AND THEIR APPLICATION TO CHESS END GAMES

J. Ross Quinlan, 1983 .

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

J. Ross Quinlan, Paul Compton, Leslie Lazarus, 1985, Aust. Comput. J..

Determinate Literals in Inductive Logic Programming

J. Ross Quinlan, J. R. Quinlan, 1991, IJCAI.

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

J. Ross Quinlan, J. R. Quinlan, 1969, IJCAI.

Learning Efficient Classification Procedures and Their Application to Chess End Games

J. Ross Quinlan, J. R. Quinlan, 1983 .

Inferring Decision Trees Using the Minimum Description Length Principle

Ronald L. Rivest, J. Ross Quinlan, J. R. Quinlan, 1989, Inf. Comput..

Some Elements of Machine Learning (Extended Abstract)

J. Ross Quinlan, 1999, ILP.

Pruning Decision Trees

J. Ross Quinlan, 1993 .