Alexander R. Statnikov

	2008
11		Alexander R. Statnikov, Lily Wang, Constantin F. Aliferis: A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification. BMC Bioinformatics 9: (2008)
	2006
10		Ioannis Tsamardinos, Alexander R. Statnikov, Laura E. Brown, Constantin F. Aliferis: Generating Realistic Large Bayesian Networks by Tiling. FLAIRS Conference 2006: 592-597
	2005
9		Alexander R. Statnikov, Ioannis Tsamardinos, Constantin F. Aliferis: Using the GEMS System for Cancer Diagnosis and Biomarker Discovery from Microarray Gene Expression Data. AAAI 2005: 1710-1711
8		Alexander R. Statnikov, Constantin F. Aliferis, Ioannis Tsamardinos, Douglas Hardin, Shawn Levy: A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis. Bioinformatics 21(5): 631-643 (2005)
7		Alexander R. Statnikov, Ioannis Tsamardinos, Yerbolat Dosbayev, Constantin F. Aliferis: GEMS: A system for automated cancer diagnosis and biomarker discovery from microarray gene expression data. I. J. Medical Informatics 74(7-8): 491-503 (2005)
	2003
6		Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov: Algorithms for Large Scale Markov Blanket Discovery. FLAIRS Conference 2003: 376-381
5		Constantin F. Aliferis, Ioannis Tsamardinos, P. Massion, Alexander R. Statnikov, N. Fananapazir, Douglas Hardin: Machine Learning Models for Classification of Lung Cancer and Selection of Genomic Markers Using Array Gene Expression Data. FLAIRS Conference 2003: 67-71
4		Lewis Frey, Douglas H. Fisher, Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov: Identifying Markov Blankets with Decision Tree Induction. ICDM 2003: 59-66
3		Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov: Time and sample efficient discovery of Markov blankets and direct causal relations. KDD 2003: 673-678
2		Constantin F. Aliferis, Ioannis Tsamardinos, Alexander R. Statnikov, Laura E. Brown: Causal Explorer: A Causal Probabilistic Network Learning Toolkit for Biomedical Discovery. METMBS 2003: 371-376
1		Constantin F. Aliferis, Ioannis Tsamardinos, P. Massion, Alexander R. Statnikov, Douglas Hardin: Why Classification Models Using Array Gene Expression Data Perform So Well: A Preliminary Investigation of Explanatory Factors. METMBS 2003: 47-53

Coauthor Index

1	Constantin F. Aliferis	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11]
2	Laura E. Brown	[2] [10]
3	Yerbolat Dosbayev	[7]
4	N. Fananapazir	[5]
5	Douglas H. Fisher	[4]
6	Lewis Frey	[4]
7	Douglas Hardin	[1] [5] [8]
8	Shawn Levy	[8]
9	P. Massion	[1] [5]
10	Ioannis Tsamardinos	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10]
11	Lily Wang	[11]