Bibsonomy :: author  ::

bookmarks

publications

(11)

• Identifying Markov Blankets with Decision Tree Induction.
  Lewis Frey and Douglas H. Fisher and Ioannis Tsamardinos and Constantin F. Aliferis and Alexander R. Statnikov ICDM 59-66 (2003)
  to dblp by dblp on 2007-09-11 00:00:00
  | URL | BibTeX  
• Generating Realistic Large Bayesian Networks by Tiling.
  Ioannis Tsamardinos and Alexander R. Statnikov and Laura E. Brown and Constantin F. Aliferis FLAIRS Conference 592-597 (2006)
  to dblp by dblp on 2007-02-20 00:00:00
  | URL | BibTeX  
• Multi-criteria approach in configuration of energy efficient sensor networks.
  Alexander B. Bordetsky and Boris Peltsverger and Svetlana Peltsverger and Roman B. Statnikov ACM Southeast Regional Conference (2) 28-29 (2005)
  to dblp by dblp on 2006-12-18 00:00:00
  | URL | BibTeX  
• Time and sample efficient discovery of Markov blankets and direct causal relations.
  Ioannis Tsamardinos and Constantin F. Aliferis and Alexander R. Statnikov KDD 673-678 (2003)
  to dblp by dblp on 2006-02-13 00:00:00
  | URL | BibTeX  
• Causal Explorer: A Causal Probabilistic Network Learning Toolkit for Biomedical Discovery.
  Constantin F. Aliferis and Ioannis Tsamardinos and Alexander R. Statnikov and Laura E. Brown METMBS 371-376 (2003)
  to dblp by dblp on 2005-09-06 00:00:00
  | URL | BibTeX  
• Using the GEMS System for Cancer Diagnosis and Biomarker Discovery from Microarray Gene Expression Data.
  Alexander R. Statnikov and Ioannis Tsamardinos and Constantin F. Aliferis AAAI 1710-1711 (2005)
  to dblp by dblp on 2005-09-01 00:00:00
  | URL | BibTeX  
• Why Classification Models Using Array Gene Expression Data Perform So Well: A Preliminary Investigation of Explanatory Factors.
  Constantin F. Aliferis and Ioannis Tsamardinos and P. Massion and Alexander R. Statnikov and Douglas Hardin METMBS 47-53 (2003)
  to dblp by dblp on 2005-05-04 00:00:00
  | URL | BibTeX  
• Machine Learning Models for Classification of Lung Cancer and Selection of Genomic Markers Using Array Gene Expression Data.
  Constantin F. Aliferis and Ioannis Tsamardinos and P. Massion and Alexander R. Statnikov and N. Fananapazir and Douglas Hardin FLAIRS Conference 67-71 (2003)
  to dblp by dblp on 2005-05-04 00:00:00
  | URL | BibTeX  
• Algorithms for Large Scale Markov Blanket Discovery.
  Ioannis Tsamardinos and Constantin F. Aliferis and Alexander R. Statnikov FLAIRS Conference 376-381 (2003)
  to dblp by dblp on 2005-05-04 00:00:00
  | URL | BibTeX  
• A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.
  Alexander R. Statnikov and Constantin F. Aliferis and Ioannis Tsamardinos and Douglas Hardin and Shawn Levy Bioinformatics 21 631-643 (2005)
  to dblp by dblp on 2005-05-04 00:00:00
  | URL | BibTeX