J. Ross Quinlan

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 Steinbach, David J. Hand, Dan Steinberg: Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1): 1-37 (2008)

J. Ross Quinlan: KDD-99 Panel on Last 10 and Next 10 years. SIGKDD Explorations 1(2): 62 (2000)

J. Ross Quinlan: Simplifying decision trees. Int. J. Hum.-Comput. Stud. 51(2): 497-510 (1999)

J. Ross Quinlan: Data Mining from an AI Perspective (Abstract). ICDE 1999: 186

J. Ross Quinlan: Some Elements of Machine Learning (Extended Abstract). ILP 1999: 15-18

J. Ross Quinlan: Decision Trees and Instance-Based Classifiers. The Computer Science and Engineering Handbook 1997: 521-535

J. Ross Quinlan: Learning Decision Tree Classifiers. ACM Comput. Surv. 28(1): 71-72 (1996)

J. Ross Quinlan: Improved Use of Continuous Attributes in C4.5. J. Artif. Intell. Res. (JAIR) 4: 77-90 (1996)

J. Ross Quinlan: Learning First-Order Definitions of Functions. J. Artif. Intell. Res. (JAIR) 5: 139-161 (1996)

J. Ross Quinlan: Bagging, Boosting, and C4.5. AAAI/IAAI, Vol. 1 1996: 725-730

J. Ross Quinlan: Boosting First-Order Learning. ALT 1996: 143-155

J. Ross Quinlan: Improved Use of Continuous Attributes in C4.5. CoRR cs.AI/9603103 (1996)

J. Ross Quinlan: Learning First-Order Definitions of Functions. CoRR cs.AI/9610102 (1996)

J. Ross Quinlan, R. Mike Cameron-Jones: Induction of Logic Programs: FOIL and Related Systems. New Generation Comput. 13(3&4): 287-312 (1995)

J. Ross Quinlan: MDL and Categorial Theories (Continued). ICML 1995: 464-470

J. Ross Quinlan, R. Mike Cameron-Jones: Oversearching and Layered Search in Empirical Learning. IJCAI 1995: 1019-1024

R. Mike Cameron-Jones, J. Ross Quinlan: Efficient Top-Down Induction of Logic Programs. SIGART Bulletin 5(1): 33-42 (1994)

J. Ross Quinlan: The Minimum Description Length Principle and Categorical Theories. ICML 1994: 233-241

J. Ross Quinlan: C4.5: Programs for Machine Learning. Morgan Kaufmann 1993, isbn 1-55860-238-0

J. Ross Quinlan, R. Mike Cameron-Jones: FOIL: A Midterm Report. ECML 1993: 3-20

J. Ross Quinlan: Combining Instance-Based and Model-Based Learning. ICML 1993: 236-243

R. Mike Cameron-Jones, J. Ross Quinlan: Avoiding Pitfalls When Learning Recursive Theories. IJCAI 1993: 1050-1057

J. Ross Quinlan: Knowledge Acquisition from Structured Data: Using Determinate Literals to Assist Search. IEEE Expert 6(6): 32-37 (1991)

J. Ross Quinlan: Improved Estimates for the Accuracy of Small Disjuncts. Machine Learning 6: 93-98 (1991)

J. Ross Quinlan: Determinate Literals in Inductive Logic Programming. ML 1991: 442-446

J. Ross Quinlan: Determinate Literals in Inductive Logic Programming. IJCAI 1991: 746-750

J. Ross Quinlan: Learning Logical Definitions from Relations. Machine Learning 5: 239-266 (1990)

J. Ross Quinlan, Ronald L. Rivest: Inferring Decision Trees Using the Minimum Description Length Principle. Inf. Comput. 80(3): 227-248 (1989)

J. Ross Quinlan: Unknown Attribute Values in Induction. ML 1989: 164-168

J. Ross Quinlan: An Empirical Comparison of Genetic and Decision-Tree Classifiers. ML 1988: 135-141

J. Ross Quinlan: Simplifying Decision Trees. International Journal of Man-Machine Studies 27(3): 221-234 (1987)

J. Ross Quinlan: Generating Production Rules from Decision Trees. IJCAI 1987: 304-307

J. Ross Quinlan: Induction of Decision Trees. Machine Learning 1(1): 81-106 (1986)

K. A. Horn, Paul Compton, Leslie Lazarus, J. Ross Quinlan: An Expert System for the Interpretation of Thyroid Assays in a Clinical Laboratory. Australian Computer Journal 17(1): 7-11 (1985)

J. Ross Quinlan: Internal Consistency in Plausible Reasoning Systems. New Generation Comput. 3(2): 157-180 (1985)

J. Ross Quinlan: Inferno: A Cautious Approach To Uncertain Inference. Comput. J. 26(3): 255-269 (1983)

J. Ross Quinlan: Consistency and Plausible Reasoning. IJCAI 1983: 137-144

J. Ross Quinlan: An Introduction to Knowledge-Based Expert Systems. Australian Computer Journal 12(2): 56-62 (1980)

J. Ross Quinlan: Predicting The Length Of Solutions To Problems. IJCAI 1975: 363-369

J. Ross Quinlan: A Task-Independent Experience-Gathering Scheme for a Problem Solver. IJCAI 1969: 193-198

J. Ross Quinlan, E. B. Hunt: A Formal Deductive Problem-Solving System. J. ACM 15(4): 625-646 (1968)