@inproceedings{conf/icdm/FreyFTAS03, title = {Identifying Markov Blankets with Decision Tree Induction.}, author = {Lewis Frey and Douglas H. Fisher and Ioannis Tsamardinos and Constantin F. Aliferis and Alexander R. Statnikov}, booktitle = {ICDM}, crossref = {conf/icdm/2003}, pages = {59-66}, publisher = {IEEE Computer Society}, url = {http://dblp.uni-trier.de/db/conf/icdm/icdm2003.html#FreyFTAS03}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/2db1bdce7d77966d5d9f5d8a41a4d8dcd/dblp}, description = {dblp}, ee = {http://csdl.computer.org/comp/proceedings/icdm/2003/1978/00/19780059abs.htm}, isbn = {0-7695-1978-4}, date = {2007-09-11}, keywords = {dblp } } @inproceedings{conf/flairs/TsamardinosSBA06, title = {Generating Realistic Large Bayesian Networks by Tiling.}, author = {Ioannis Tsamardinos and Alexander R. Statnikov and Laura E. Brown and Constantin F. Aliferis}, booktitle = {FLAIRS Conference}, crossref = {conf/flairs/2006}, editor = {Geoff Sutcliffe and Randy Goebel}, pages = {592-597}, publisher = {AAAI Press}, url = {http://dblp.uni-trier.de/db/conf/flairs/flairs2006.html#TsamardinosSBA06}, year = {2006}, biburl = {http://www.bibsonomy.org/bibtex/2ba6eca50958fd5a1c427d58f1bc2cdc7/dblp}, description = {dblp}, date = {2007-02-20}, keywords = {dblp } } @inproceedings{conf/ACMse/BordetskyPPS05, title = {Multi-criteria approach in configuration of energy efficient sensor networks.}, author = {Alexander B. Bordetsky and Boris Peltsverger and Svetlana Peltsverger and Roman B. Statnikov}, booktitle = {ACM Southeast Regional Conference (2)}, crossref = {conf/ACMse/2005-2}, editor = {Mário Guimarães}, pages = {28-29}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/ACMse/ACMse2005-2.html#BordetskyPPS05}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/2f1998f3f36e0419305564be78052140e/dblp}, description = {dblp}, ee = {http://doi.acm.org/10.1145/1167253.1167261}, isbn = {1-59593-059-0}, date = {2006-12-18}, keywords = {dblp } } @inproceedings{conf/kdd/TsamardinosAS03, title = {Time and sample efficient discovery of Markov blankets and direct causal relations.}, author = {Ioannis Tsamardinos and Constantin F. Aliferis and Alexander R. Statnikov}, booktitle = {KDD}, crossref = {conf/kdd/2003}, editor = {Lise Getoor and Ted E. Senator and Pedro Domingos and Christos Faloutsos}, pages = {673-678}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/kdd/kdd2003.html#TsamardinosAS03}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/2a26fb29c1971ade7b5945a7b121a1d30/dblp}, description = {dblp}, ee = {http://doi.acm.org/10.1145/956750.956838}, isbn = {1-58113-737-0}, date = {2006-02-13}, keywords = {dblp } } @inproceedings{conf/metmbs/AliferisTSB03, title = {Causal Explorer: A Causal Probabilistic Network Learning Toolkit for Biomedical Discovery.}, author = {Constantin F. Aliferis and Ioannis Tsamardinos and Alexander R. Statnikov and Laura E. Brown}, booktitle = {METMBS}, crossref = {conf/metmbs/2003}, editor = {Faramarz Valafar and Homayoun Valafar}, pages = {371-376}, publisher = {CSREA Press}, url = {http://dblp.uni-trier.de/db/conf/metmbs/metmbs2003.html#AliferisTSB03}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/2420af34cdabf26ffd81698144b6d9948/dblp}, description = {dblp}, isbn = {1-932415-04-1}, date = {2005-09-06}, keywords = {dblp } } @inproceedings{conf/aaai/StatnikovTA05, title = {Using the GEMS System for Cancer Diagnosis and Biomarker Discovery from Microarray Gene Expression Data.}, author = {Alexander R. Statnikov and Ioannis Tsamardinos and Constantin F. Aliferis}, booktitle = {AAAI}, crossref = {conf/aaai/2005}, editor = {Manuela M. Veloso and Subbarao Kambhampati}, pages = {1710-1711}, publisher = {AAAI Press / The MIT Press}, url = {http://dblp.uni-trier.de/db/conf/aaai/aaai2005.html#StatnikovTA05}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/25ff029ae711569fa55e9c601f8099892/dblp}, description = {dblp}, isbn = {1-57735-236-X}, date = {2005-09-01}, keywords = {dblp } } @inproceedings{conf/metmbs/AliferisTMSH03, title = {Why Classification Models Using Array Gene Expression Data Perform So Well: A Preliminary Investigation of Explanatory Factors.}, author = {Constantin F. Aliferis and Ioannis Tsamardinos and P. Massion and Alexander R. Statnikov and Douglas Hardin}, booktitle = {METMBS}, crossref = {conf/metmbs/2003}, editor = {Faramarz Valafar and Homayoun Valafar}, pages = {47-53}, publisher = {CSREA Press}, url = {http://dblp.uni-trier.de/db/conf/metmbs/metmbs2003.html#AliferisTMSH03}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/287658f57d546ca364821966ab8199dc9/dblp}, description = {dblp}, isbn = {1-932415-04-1}, date = {2005-05-04}, keywords = {dblp } } @inproceedings{conf/flairs/AliferisTMSFH03, title = {Machine Learning Models for Classification of Lung Cancer and Selection of Genomic Markers Using Array Gene Expression Data.}, author = {Constantin F. Aliferis and Ioannis Tsamardinos and P. Massion and Alexander R. Statnikov and N. Fananapazir and Douglas Hardin}, booktitle = {FLAIRS Conference}, crossref = {conf/flairs/2003}, editor = {Ingrid Russell and Susan M. Haller}, pages = {67-71}, publisher = {AAAI Press}, url = {http://dblp.uni-trier.de/db/conf/flairs/flairs2003.html#AliferisTMSFH03}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/296d715fd7f73b1ec7597a4d01768ccb2/dblp}, description = {dblp}, isbn = {1-57735-177-0}, date = {2005-05-04}, keywords = {dblp } } @inproceedings{conf/flairs/TsamardinosAS03, title = {Algorithms for Large Scale Markov Blanket Discovery.}, author = {Ioannis Tsamardinos and Constantin F. Aliferis and Alexander R. Statnikov}, booktitle = {FLAIRS Conference}, crossref = {conf/flairs/2003}, editor = {Ingrid Russell and Susan M. Haller}, pages = {376-381}, publisher = {AAAI Press}, url = {http://dblp.uni-trier.de/db/conf/flairs/flairs2003.html#TsamardinosAS03}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/28ba8e2e4686a1104a67ae78d9a4bcd51/dblp}, description = {dblp}, isbn = {1-57735-177-0}, date = {2005-05-04}, keywords = {dblp } } @article{journals/bioinformatics/StatnikovATHL05, title = {A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.}, author = {Alexander R. Statnikov and Constantin F. Aliferis and Ioannis Tsamardinos and Douglas Hardin and Shawn Levy}, journal = {Bioinformatics}, number = {5}, pages = {631-643}, url = {http://dblp.uni-trier.de/db/journals/bioinformatics/bioinformatics21.html#StatnikovATHL05}, volume = {21}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/24ed5449db9845c4e9af221968e0596e3/dblp}, description = {dblp}, ee = {http://dx.doi.org/10.1093/bioinformatics/bti033}, date = {2005-05-04}, keywords = {dblp } }