Education/CredentialsPh.D.: University of Minnesota (Computer Science)M.Tech.: Indian Institute of Technology, Roorkee (Computer Science & Engineering)B.Tech.: Jawaharlal Nehru Technological University (Computer Science & Engineering) Contact Information Rhodes Hall 829 Office 513-556-3196 Email atlurigm@ucmail.uc.edu Research InterestsData Mining, Machine Learning, Neuroimaging, Climate Science, Mobile Health, and Biomedical Informatics. For more information on my research, teaching, and service, please visit my web page. Peer Reviewed Publications Dey S.;Atluri G.;Steinbach M.;Lim K.;MacDonald A.;Kumar V. 11-26-2012. A pattern mining based integrative framework for biomarker discovery 2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012, , 498-505Pandey G.;Atluri G.;Steinbach M.;Myers C.;Kumar V. 11-16-2009. An association analysis approach to biclustering Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, , 677-685Pandey G.;Atluri G.;Fang G.;Gupta R.;Steinbach M.;Kumar V. 10-02-2009. Association analysis techniques for analyzing complex biological datasets 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009, , Karpatne A.;Atluri G.;Faghmous J.H.;Steinbach M.;Banerjee A.;Ganguly A.;Shekhar S.;Samatova N.;Kumar V. 10-01-2017. Theory-guided data science: A new paradigm for scientific discovery from data IEEE Transactions on Knowledge and Data Engineering, 29 10, 2318-2331Atluri G.;Macdonald A.;Lim K.;Kumar V. 10-01-2016. The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works Computer, 49 10, 65-71Hwang T.;Atluri G.;Xie M.;Dey S.;Hong C.;Kumar V.;Kuang R. 10-01-2012. Co-clustering phenome-genome for phenotype classification and disease gene discovery Nucleic Acids Research, 40 19, Van Ness B.;Ramos C.;Haznadar M.;Hoering A.;Haessler J.;Crowley J.;Jacobus S.;Oken M.;Rajkumar V.;Greipp P.;Barlogie B.;Durie B.;Katz M.;Atluri G.;Fang G.;Gupta R.;Steinbach M.;Kumar V.;Mushlin R.;Johnson D.;Morgan G. 09-08-2008. Genomic variation in myeloma: Design, content, and initial application of the Bank On A Cure SNP Pan BMC Medicine, 6 , Atluri G.;Padmanabhan K.;Fang G.;Steinbach M.;Petrella J.;Lim K.;Macdonald A.;Samatova N.;Doraiswamy P.;Kumar V. 09-03-2013. Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack NeuroImage: Clinical, 3 , 123-131Poppe A.;Wisner K.;Atluri G.;Lim K.;Kumar V.;MacDonald A. 09-01-2013. Toward a neurometric foundation for probabilistic independent component analysis of fMRI data Cognitive, Affective and Behavioral Neuroscience, 13 3, 641-659Agrawal S.;Atluri G.;Karpatne A.;Haltom W.;Liess S.;Chatterjee S.;Kumar V. 08-13-2017. Tripoles: A new class of relationships in time series data Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Part F129685 , 697-706Atluri G.;Gupta R.;Fang G.;Pandey G.;Steinbach M.;Kumar V. 08-11-2009. Association analysis techniques for bioinformatics problems Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5462 LNBI , 1-13Wisner K.;Atluri G.;Lim K.;MacDonald A. 08-01-2013. Neurometrics of intrinsic connectivity networks at rest using fMRI: Retest reliability and cross-val NeuroImage, 76 , 236-251Bellay J.;Atluri G.;Sing T.;Toufighi K.;Costanzo M.;Ribeiro P.;Pandey G.;Baller J.;VanderSluis B.;Michaut M.;Han S.;Kim P.;Brown G.;Andrews B.;Boone C.;Kumar V.;Myers C. 08-01-2011. Putting genetic interactions in context through a global modular decomposition Genome Research, 21 8, 1375-1387Atluri G.;Karpatne A.;Kumar V. 07-01-2018. Spatio-temporal data mining: A survey of problems and methods ACM Computing Surveys, 51 4, McGuire J.;DePasquale E.;Watanabe M.;Anwar F.;Ngwenya L.;Atluri G.;Romick-Rosendale L.;McCullumsmith R.;Evanson N. 04-01-2019. Chronic Dysregulation of Cortical and Subcortical Metabolism After Experimental Traumatic Brain Inju Molecular Neurobiology, 56 4, 2908-2921Atluri G.;Steinbach M.;Lim K.;Kumar V.;Macdonald A. 02-01-2015. Connectivity cluster analysis for discovering discriminative subnetworks in schizophrenia Human Brain Mapping, 36 2, 756-767Li K.;Atluri G. 01-01-2018. Towards Effective Functional Connectome Fingerprinting Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11083 LNCS , 107-116Atluri G.;Steinbach M.;Lim K.;MacDonald A.;Kumar V. 01-01-2014. Discovering groups of time series with similar behavior in multiple small intervals of time SIAM International Conference on Data Mining 2014, SDM 2014, 2 , 1001-1009Hwang T.H.;Atluri G.;Kuang R.;Kumar V.;Starr T.;Silverstein K.A.T.;Haverty P.M.;Zhang Z.;Liu J. 01-01-2013. Large-scale integrative network-based analysis identifies common pathways disrupted by copy number a BMC Genomics, 14 1, Atluri G.;Bellay J.;Pandey G.;Myers C.;Kumar V. 01-01-2010. Discovering coherent value bicliques in genetic interaction data Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, , 125-132
Research InterestsData Mining, Machine Learning, Neuroimaging, Climate Science, Mobile Health, and Biomedical Informatics. For more information on my research, teaching, and service, please visit my web page.
Peer Reviewed Publications Dey S.;Atluri G.;Steinbach M.;Lim K.;MacDonald A.;Kumar V. 11-26-2012. A pattern mining based integrative framework for biomarker discovery 2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012, , 498-505Pandey G.;Atluri G.;Steinbach M.;Myers C.;Kumar V. 11-16-2009. An association analysis approach to biclustering Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, , 677-685Pandey G.;Atluri G.;Fang G.;Gupta R.;Steinbach M.;Kumar V. 10-02-2009. Association analysis techniques for analyzing complex biological datasets 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009, , Karpatne A.;Atluri G.;Faghmous J.H.;Steinbach M.;Banerjee A.;Ganguly A.;Shekhar S.;Samatova N.;Kumar V. 10-01-2017. Theory-guided data science: A new paradigm for scientific discovery from data IEEE Transactions on Knowledge and Data Engineering, 29 10, 2318-2331Atluri G.;Macdonald A.;Lim K.;Kumar V. 10-01-2016. The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works Computer, 49 10, 65-71Hwang T.;Atluri G.;Xie M.;Dey S.;Hong C.;Kumar V.;Kuang R. 10-01-2012. Co-clustering phenome-genome for phenotype classification and disease gene discovery Nucleic Acids Research, 40 19, Van Ness B.;Ramos C.;Haznadar M.;Hoering A.;Haessler J.;Crowley J.;Jacobus S.;Oken M.;Rajkumar V.;Greipp P.;Barlogie B.;Durie B.;Katz M.;Atluri G.;Fang G.;Gupta R.;Steinbach M.;Kumar V.;Mushlin R.;Johnson D.;Morgan G. 09-08-2008. Genomic variation in myeloma: Design, content, and initial application of the Bank On A Cure SNP Pan BMC Medicine, 6 , Atluri G.;Padmanabhan K.;Fang G.;Steinbach M.;Petrella J.;Lim K.;Macdonald A.;Samatova N.;Doraiswamy P.;Kumar V. 09-03-2013. Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack NeuroImage: Clinical, 3 , 123-131Poppe A.;Wisner K.;Atluri G.;Lim K.;Kumar V.;MacDonald A. 09-01-2013. Toward a neurometric foundation for probabilistic independent component analysis of fMRI data Cognitive, Affective and Behavioral Neuroscience, 13 3, 641-659Agrawal S.;Atluri G.;Karpatne A.;Haltom W.;Liess S.;Chatterjee S.;Kumar V. 08-13-2017. Tripoles: A new class of relationships in time series data Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Part F129685 , 697-706Atluri G.;Gupta R.;Fang G.;Pandey G.;Steinbach M.;Kumar V. 08-11-2009. Association analysis techniques for bioinformatics problems Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5462 LNBI , 1-13Wisner K.;Atluri G.;Lim K.;MacDonald A. 08-01-2013. Neurometrics of intrinsic connectivity networks at rest using fMRI: Retest reliability and cross-val NeuroImage, 76 , 236-251Bellay J.;Atluri G.;Sing T.;Toufighi K.;Costanzo M.;Ribeiro P.;Pandey G.;Baller J.;VanderSluis B.;Michaut M.;Han S.;Kim P.;Brown G.;Andrews B.;Boone C.;Kumar V.;Myers C. 08-01-2011. Putting genetic interactions in context through a global modular decomposition Genome Research, 21 8, 1375-1387Atluri G.;Karpatne A.;Kumar V. 07-01-2018. Spatio-temporal data mining: A survey of problems and methods ACM Computing Surveys, 51 4, McGuire J.;DePasquale E.;Watanabe M.;Anwar F.;Ngwenya L.;Atluri G.;Romick-Rosendale L.;McCullumsmith R.;Evanson N. 04-01-2019. Chronic Dysregulation of Cortical and Subcortical Metabolism After Experimental Traumatic Brain Inju Molecular Neurobiology, 56 4, 2908-2921Atluri G.;Steinbach M.;Lim K.;Kumar V.;Macdonald A. 02-01-2015. Connectivity cluster analysis for discovering discriminative subnetworks in schizophrenia Human Brain Mapping, 36 2, 756-767Li K.;Atluri G. 01-01-2018. Towards Effective Functional Connectome Fingerprinting Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11083 LNCS , 107-116Atluri G.;Steinbach M.;Lim K.;MacDonald A.;Kumar V. 01-01-2014. Discovering groups of time series with similar behavior in multiple small intervals of time SIAM International Conference on Data Mining 2014, SDM 2014, 2 , 1001-1009Hwang T.H.;Atluri G.;Kuang R.;Kumar V.;Starr T.;Silverstein K.A.T.;Haverty P.M.;Zhang Z.;Liu J. 01-01-2013. Large-scale integrative network-based analysis identifies common pathways disrupted by copy number a BMC Genomics, 14 1, Atluri G.;Bellay J.;Pandey G.;Myers C.;Kumar V. 01-01-2010. Discovering coherent value bicliques in genetic interaction data Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, , 125-132
Dey S.;Atluri G.;Steinbach M.;Lim K.;MacDonald A.;Kumar V. 11-26-2012. A pattern mining based integrative framework for biomarker discovery 2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012, , 498-505Pandey G.;Atluri G.;Steinbach M.;Myers C.;Kumar V. 11-16-2009. An association analysis approach to biclustering Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, , 677-685Pandey G.;Atluri G.;Fang G.;Gupta R.;Steinbach M.;Kumar V. 10-02-2009. Association analysis techniques for analyzing complex biological datasets 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009, , Karpatne A.;Atluri G.;Faghmous J.H.;Steinbach M.;Banerjee A.;Ganguly A.;Shekhar S.;Samatova N.;Kumar V. 10-01-2017. Theory-guided data science: A new paradigm for scientific discovery from data IEEE Transactions on Knowledge and Data Engineering, 29 10, 2318-2331Atluri G.;Macdonald A.;Lim K.;Kumar V. 10-01-2016. The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works Computer, 49 10, 65-71Hwang T.;Atluri G.;Xie M.;Dey S.;Hong C.;Kumar V.;Kuang R. 10-01-2012. Co-clustering phenome-genome for phenotype classification and disease gene discovery Nucleic Acids Research, 40 19, Van Ness B.;Ramos C.;Haznadar M.;Hoering A.;Haessler J.;Crowley J.;Jacobus S.;Oken M.;Rajkumar V.;Greipp P.;Barlogie B.;Durie B.;Katz M.;Atluri G.;Fang G.;Gupta R.;Steinbach M.;Kumar V.;Mushlin R.;Johnson D.;Morgan G. 09-08-2008. Genomic variation in myeloma: Design, content, and initial application of the Bank On A Cure SNP Pan BMC Medicine, 6 , Atluri G.;Padmanabhan K.;Fang G.;Steinbach M.;Petrella J.;Lim K.;Macdonald A.;Samatova N.;Doraiswamy P.;Kumar V. 09-03-2013. Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack NeuroImage: Clinical, 3 , 123-131Poppe A.;Wisner K.;Atluri G.;Lim K.;Kumar V.;MacDonald A. 09-01-2013. Toward a neurometric foundation for probabilistic independent component analysis of fMRI data Cognitive, Affective and Behavioral Neuroscience, 13 3, 641-659Agrawal S.;Atluri G.;Karpatne A.;Haltom W.;Liess S.;Chatterjee S.;Kumar V. 08-13-2017. Tripoles: A new class of relationships in time series data Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Part F129685 , 697-706Atluri G.;Gupta R.;Fang G.;Pandey G.;Steinbach M.;Kumar V. 08-11-2009. Association analysis techniques for bioinformatics problems Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5462 LNBI , 1-13Wisner K.;Atluri G.;Lim K.;MacDonald A. 08-01-2013. Neurometrics of intrinsic connectivity networks at rest using fMRI: Retest reliability and cross-val NeuroImage, 76 , 236-251Bellay J.;Atluri G.;Sing T.;Toufighi K.;Costanzo M.;Ribeiro P.;Pandey G.;Baller J.;VanderSluis B.;Michaut M.;Han S.;Kim P.;Brown G.;Andrews B.;Boone C.;Kumar V.;Myers C. 08-01-2011. Putting genetic interactions in context through a global modular decomposition Genome Research, 21 8, 1375-1387Atluri G.;Karpatne A.;Kumar V. 07-01-2018. Spatio-temporal data mining: A survey of problems and methods ACM Computing Surveys, 51 4, McGuire J.;DePasquale E.;Watanabe M.;Anwar F.;Ngwenya L.;Atluri G.;Romick-Rosendale L.;McCullumsmith R.;Evanson N. 04-01-2019. Chronic Dysregulation of Cortical and Subcortical Metabolism After Experimental Traumatic Brain Inju Molecular Neurobiology, 56 4, 2908-2921Atluri G.;Steinbach M.;Lim K.;Kumar V.;Macdonald A. 02-01-2015. Connectivity cluster analysis for discovering discriminative subnetworks in schizophrenia Human Brain Mapping, 36 2, 756-767Li K.;Atluri G. 01-01-2018. Towards Effective Functional Connectome Fingerprinting Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11083 LNCS , 107-116Atluri G.;Steinbach M.;Lim K.;MacDonald A.;Kumar V. 01-01-2014. Discovering groups of time series with similar behavior in multiple small intervals of time SIAM International Conference on Data Mining 2014, SDM 2014, 2 , 1001-1009Hwang T.H.;Atluri G.;Kuang R.;Kumar V.;Starr T.;Silverstein K.A.T.;Haverty P.M.;Zhang Z.;Liu J. 01-01-2013. Large-scale integrative network-based analysis identifies common pathways disrupted by copy number a BMC Genomics, 14 1, Atluri G.;Bellay J.;Pandey G.;Myers C.;Kumar V. 01-01-2010. Discovering coherent value bicliques in genetic interaction data Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, , 125-132