2005
10Predicting dire outcomes of patients with community acquired pneumonia. Gregory F. Cooper, Vijoy Abraham, Constantin F. Aliferis, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Janine E. Janosky, Gary Livingston, Tom M. Mitchell. Journal of Biomedical Informatics (38): 347-366 (2005). Web SearchBibTeXDownload
2003
9A study to identify predictors of achievement in an introductory computer science course. Sandra Katz, John M. Aronis, David Allbritton, Christine Wilson, Mary Lou Soffa. CPR 2003, 157-161. Web SearchBibTeXDownload
2000
8Modeling pedagogical interactions with machine learning. Sandra Katz, John M. Aronis, Colin Creitz. Kognitionswissenschaft (9): 45-49 (2000). Web SearchBibTeXDownload
1998
7Knowledge-Based Learning in Exploratory Science: Learning Rules to Predict Rodent Carcinogenicity. Yongwon Lee, Bruce G. Buchanan, John M. Aronis. Machine Learning (30): 217-240 (1998). Web SearchBibTeXDownload
1997
6An evaluation of machine-learning methods for predicting pneumonia mortality. Gregory F. Cooper, Constantin F. Aliferis, Richard Ambrosino, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Clark Glymour, Geoffrey J. Gordon, Barbara H. Hanusa, Janine E. Janosky, Christopher Meek, Tom M. Mitchell, Thomas S. Richardson, Peter Spirtes. Artificial Intelligence in Medicine (9): 107-138 (1997). Web SearchBibTeXDownload
5Increasing the Efficiency of Data Mining Algorithms with Breadth-First Marker Propagation. John M. Aronis, Foster J. Provost. KDD 1997, 119-122. Web SearchBibTeXDownload
1996
4Exploiting Background Knowledge in Automated Discovery. John M. Aronis, Foster J. Provost, Bruce G. Buchanan. KDD 1996, 355-358. Web SearchBibTeXDownload
3Scaling Up Inductive Learning with Massive Parallelism. Foster J. Provost, John M. Aronis. Machine Learning (23): 33-46 (1996). Web SearchBibTeXDownload
1994
2Efficiently Constructing Relational Features from Background Knowledge for Inductive Machine Learning. John M. Aronis, Foster J. Provost. KDD Workshop 1994, 347-358. Web SearchBibTeX
1992
1Hybridizing Nonmonotonic Inheritance with Theorem Proving. Richmond H. Thomason, John M. Aronis. Ann. Math. Artif. Intell. (6): 345-365 (1992). Web SearchBibTeXDownload
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