Constantin Aliferis - Concepedia

Author

Constantin Aliferis

Also Known As

Aliferis Constantin, Aliferis Constantin F., Aliferis, Constantin, Aliferis, Constantin F., C Aliferis, C F Aliferis, C. Aliferis, C. F. Aliferis, C.F. Aliferis, CF Aliferis

194

Publications

10.4K

Citations

H-Index

163

Concepts

All Affiliations

Vanderbilt University New York University University of Minnesota University of Pittsburgh NYU Langone Health

About

Constantin Aliferis is an author at Vanderbilt University specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	23	31	2.5K
2	Management	4	4	525
3	Arts	2	2	40
4	Business	1	1	23
5	Health Sciences	1	1	17

Constantin Aliferis

Publications

9.5K

Citations

H-Index

Page 1

	Year	Citations
The max-min hill-climbing Bayesian network structure learning algorithm Ioannis Tsamardinos, Laura E. Brown, Constantin Aliferis Machine Learning	2006	1.8K
Studies in Health Technology and Informatics Yindalon Aphinyanaphongs, Constantin Aliferis Medical Information SystemPublic Health InformaticsDigital HealthHealth Information SystemPublic Health	2007	1.3K
A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis Alexander Statnikov, Constantin Aliferis, Ioannis Tsamardinos, Bioinformatics	2004	843
A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification Alexander Statnikov, Lily Wang, Constantin Aliferis BMC Bioinformatics	2008	679
Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation Constantin Aliferis, Alexander Statnikov, Ioannis Tsamardinos, Journal of Machine Learning Research EngineeringMachine LearningFeature SelectionCausal Relation ExtractionCausal Inference	2010	489
Algorithms for Large Scale Markov Blanket Discovery Ioannis Tsamardinos, Constantin Aliferis, Alexander Statnikov EngineeringMachine LearningTarget Variable TCausal InferenceBayesian Inference	2003	442
Time and sample efficient discovery of Markov blankets and direct causal relations Ioannis Tsamardinos, Constantin Aliferis, Alexander Statnikov EngineeringMachine LearningCausal Relation ExtractionDirect Causal RelationsBayesian Inference	2003	329
HITON: a novel Markov Blanket algorithm for optimal variable selection. Constantin Aliferis, Ioannis Tsamardinos, Alexander Statnikov PubMed	2003	296
Towards Principled Feature Selection: Relevancy, Filters and Wrappers Ioannis Tsamardinos, Constantin Aliferis	2003	222
An evaluation of machine-learning methods for predicting pneumonia mortality Gregory Cooper, Constantin Aliferis, Richard Ambrosino, Artificial Intelligence in Medicine Health InformaticsMachine LearningPredictive AnalyticsMachine-learning MethodsComputational Epidemiology	1997	212

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