J. Ross Quinlan
Active 1968–2007
- 37
- Papers
- 56,326
- Citations
- 28
- h-index
- 32
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Computer Science72.5%
- Engineering5.4%
- Biochemistry, Genetics and Molecular Biology4.2%
- Medicine3.3%
- Business, Management and Accounting2.3%
- Environmental Science2%
- Other10.3%
Topics
- Data Mining Algorithms and Applications6.8%
- Machine Learning and Data Classification4.1%
- Rough Sets and Fuzzy Logic4%
- Imbalanced Data Classification Techniques3.9%
- Neural Networks and Applications2.7%
- Face and Expression Recognition1.8%
- Other76.7%
Coauthors
All papers
- Induction of Decision Trees
Authors: J. Ross Quinlan - Machine Learning, Mach. Learn. 1986 cited by 14,815
- Top 10 algorithms in data mining
Authors: 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 - Knowledge and Information Systems, Knowl. Inf. Syst. 2007 cited by 5,685
- C4.5: Programs for Machine Learning
Authors: J. Ross Quinlan - MK 1992 cited by 23,702
- Simplifying Decision Trees
Authors: J. Ross Quinlan - International Journal of Human-Computer Studies, Int. J. Hum. Comput. Stud. 1987 cited by 2,531
- Learning Decision Tree Classifiers
Authors: J. Ross Quinlan - ACM Computing Surveys, ACM Comput. Surv. 1996 cited by 494
- Improved Use of Continuous Attributes in C4.5
Authors: J. Ross Quinlan - Journal of Artificial Intelligence Research, J. Artif. Intell. Res. 1996 cited by 1,847
- Decision trees and decision-making
Authors: J. Ross Quinlan - IEEE Transactions on Systems Man and Cybernetics, IEEE Trans. Syst. Man Cybern. 1990 cited by 569
- Combining Instance-Based and Model-Based Learning
Authors: J. Ross Quinlan - Elsevier eBooks, ICML 1993 cited by 751
- Thyroid Disease
Authors: J. Ross Quinlan - 1986 cited by 28
- Learning Logical Definitions from Relations
Authors: J. Ross Quinlan - Machine Learning, Mach. Learn. 1990 cited by 1,426
- FOIL: A Midterm Report
Authors: J. Ross Quinlan, R. Mike Cameron-Jones - Lecture notes in computer science, ECML 1993 cited by 513
- Unknown Attribute Values in Induction
Authors: J. Ross Quinlan - Elsevier eBooks, ML 1989 cited by 378
- Generating Production Rules from Decision Trees
Authors: J. Ross Quinlan - http://dli.iiit.ac.in/ijcai/IJCAI-87-VOL1/PDF/063.pdf 1987 cited by 615
- Induction of Logic Programs: FOIL and Related Systems
Authors: J. Ross Quinlan, R. Mike Cameron-Jones - New Generation Computing, New Gener. Comput. 1995 cited by 182
- Learning First-Order Definitions of Functions
Authors: J. Ross Quinlan - Journal of Artificial Intelligence Research, J. Artif. Intell. Res. 1996 cited by 89
- MDL and Categorical Theories (Continued)
Authors: J. Ross Quinlan - Elsevier eBooks, ICML 1995 cited by 72
- Bagging, Boosting, and C4.5
Authors: J. Ross Quinlan - ftp://ftp.cs.su.oz.au/pub/ml/q.aaai96.ps, AAAI/IAAI, Vol. 1 1996 cited by 1,766
- Oversearching and Layered Search in Empirical Learning
Authors: J. Ross Quinlan, R. Mike Cameron-Jones - http://www.cse.unsw.edu.au/~quinlan/q+cj.ijcai95.ps 1995 cited by 175
- An Empirical Comparison of Genetic and Decision-Tree Classifiers
Authors: J. Ross Quinlan - Elsevier eBooks, ML 1988 cited by 116
- Boosting First-Order Learning
Authors: J. Ross Quinlan - Lecture notes in computer science, ALT 1996 cited by 99
- Determinate Literals in Inductive Logic Programming
Authors: J. Ross Quinlan - Elsevier eBooks, IJCAI 1991 cited by 74
- Improved Estimates for the Accuracy of Small Disjuncts
Authors: J. Ross Quinlan - Machine Learning, Mach. Learn. 1991 cited by 67
- An Expert System for the Interpretation of Thyroid Assays in a Clinical Laboratory
Authors: K. A. Horn, Paul Compton, Leslie Lazarus, J. Ross Quinlan - Australian Computer Journal, Aust. Comput. J. 1985 cited by 52
- Efficient Top-Down Induction of Logic Programs
Authors: R. Mike Cameron-Jones, J. Ross Quinlan - ACM SIGART Bulletin, SIGART Bull. 1994 cited by 49
