Mark W. Craven

18 papers A* 4A 1Misc 3Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2017 — conf
Breast Cancer Risk Prediction Using Electronic Health Records.
ICHI
Yirong Wu, Elizabeth S. Burnside, Jennifer Cox, Jun Fan, Ming Yuan, Jie Yin, Peggy L. Peissig, Alexander G. Cobian, David Page, Mark W. Craven
2017 Misc conf
Computational Phenotyping on Diverse Data Sources.
AMIA
Jimeng Sun, Bradley A. Malin, Abel N. Kho, Mark W. Craven, Joydeep Ghosh
2016 Misc conf
Modeling the Temporal Evolution of Postoperative Complications.
AMIA
Shara I. Feld, Alexander G. Cobian, Sarah E. Tevis, Gregory D. Kennedy, Mark W. Craven
2015 J jnl
Big Data in Healthcare: Opportunities and Challenges.
Big Data
Mark W. Craven, C. David Page
2012 Misc conf
Learning to Predict Post-Hospitalization VTE Risk from EHR Data.
AMIA
Emily Kawaler, Alexander G. Cobian, Peggy L. Peissig, Deanna S. Cross, Steven Yale, Mark W. Craven
2003 J jnl
A Bayesian Network Approach to Operon Prediction.
Bioinform.
Joseph Bockhorst, Mark W. Craven, David Page, Jude W. Shavlik, Jeremy D. Glasner
2000 A conf
A Probabilistic Learning Approach to Whole-Genome Operon Prediction.
ISMB
Mark W. Craven, David Page, Jude W. Shavlik, Joseph Bockhorst, Jeremy D. Glasner
2000 A* conf
Using Multiple Levels of Learning and Diverse Evidence to Uncover Coordinately Controlled Genes.
ICML
Mark W. Craven, David Page, Jude W. Shavlik, Joseph Bockhorst, Jeremy D. Glasner
1997 J jnl
Understanding Time-Series Networks: A Case Study in Rule Extraction.
Int. J. Neural Syst.
Mark W. Craven, Jude W. Shavlik
1997 J jnl
Using neural networks for data mining.
Future Gener. Comput. Syst.
Mark W. Craven, Jude W. Shavlik
1997 — conf
Using neural networks to automatically refine expert system knowledge bases: experiments in the NYNEX MAX domain.
ICNN
David W. Opitz, Mark W. Craven, Jude W. Shavlik
1995 — conf
Extracting Tree-Structured Representations of Trained Networks.
NIPS
Mark W. Craven, Jude W. Shavlik
1994 J jnl
Machine Learning Approaches to Gene Recognition.
IEEE Expert
Mark W. Craven, Jude W. Shavlik
1994 A* conf
Using Sampling and Queries to Extract Rules from Trained Neural Networks.
ICML
Mark W. Craven, Jude W. Shavlik
1993 A* conf
Learning Symbolic Rules Using Artificial Neural Networks.
ICML
Mark W. Craven, Jude W. Shavlik
1993 A* conf
Learning to Represent Codons: A Challenge Problem for Constructive Induction.
IJCAI
Mark W. Craven, Jude W. Shavlik
1992 J jnl
Visualizing Learning and Computation in Artificial Neural Networks.
Int. J. Artif. Intell. Tools
Mark W. Craven, Jude W. Shavlik
1991 — conf
Constructive Induction in Knowledge-Based Neural Networks.
ML
Geoffrey G. Towell, Mark W. Craven, Jude W. Shavlik