|Theory-guided data science: A new paradigm for scientific discovery from data|
A Karpatne, G Atluri, JH Faghmous, M Steinbach, A Banerjee, A Ganguly, ...
IEEE Transactions on knowledge and data engineering 29 (10), 2318-2331, 2017
|Spatio-temporal data mining: A survey of problems and methods|
G Atluri, A Karpatne, V Kumar
ACM Computing Surveys (CSUR) 51 (4), 1-41, 2018
|Co-clustering phenome–genome for phenotype classification and disease gene discovery|
TH Hwang, G Atluri, MQ Xie, S Dey, C Hong, V Kumar, R Kuang
Nucleic acids research 40 (19), e146-e146, 2012
|An association analysis approach to biclustering|
G Pandey, G Atluri, M Steinbach, CL Myers, V Kumar
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
|Neurometrics of intrinsic connectivity networks at rest using fMRI: Retest reliability and cross-validation using a meta-level method|
KM Wisner, G Atluri, KO Lim, AW MacDonald III
|Putting genetic interactions in context through a global modular decomposition|
J Bellay, G Atluri, TL Sing, K Toufighi, M Costanzo, PSM Ribeiro, ...
Genome Research 21 (8), 1375-1387, 2011
|Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack|
G Atluri, K Padmanabhan, G Fang, M Steinbach, JR Petrella, K Lim, ...
NeuroImage: Clinical 3, 123-131, 2013
|Genomic variation in myeloma: design, content, and initial application of the Bank On A Cure SNP Panel to detect associations with progression-free survival|
B Van Ness, C Ramos, M Haznadar, A Hoering, J Haessler, J Crowley, ...
BMC medicine 6 (1), 1-14, 2008
|Association analysis techniques for bioinformatics problems|
G Atluri, R Gupta, G Fang, G Pandey, M Steinbach, V Kumar
Bioinformatics and Computational Biology, 1-13, 2009
|Toward a neurometric foundation for probabilistic independent component analysis of fMRI data|
AB Poppe, K Wisner, G Atluri, KO Lim, V Kumar, AW MacDonald
Cognitive, Affective, & Behavioral Neuroscience 13 (3), 641-659, 2013
|Large-scale integrative network-based analysis identifies common pathways disrupted by copy number alterations across cancers|
TH Hwang, G Atluri, R Kuang, V Kumar, T Starr, KAT Silverstein, ...
BMC genomics 14 (1), 1-13, 2013
|The brain-network paradigm: using functional imaging data to study how the brain works|
G Atluri, A MacDonald III, KO Lim, V Kumar
Computer 49 (10), 65-71, 2016
|Connectivity cluster analysis for discovering discriminative subnetworks in schizophrenia|
G Atluri, M Steinbach, KO Lim, V Kumar, A MacDonald III
Human brain mapping 36 (2), 756-767, 2015
|Discovering Coherent Value Bicliques In Genetic Interaction Data|
G Atluri, J Bellay, G Pandey, C Myers, V Kumar
BIOKDD 2010, 2010
|Resolving single-cell heterogeneity from hundreds of thousands of cells through sequential hybrid clustering and NMF|
M Venkatasubramanian, K Chetal, DJ Schnell, G Atluri, N Salomonis
Bioinformatics 36 (12), 3773-3780, 2020
|mCrave: continuous estimation of craving during smoking cessation|
S Chatterjee, K Hovsepian, H Sarker, N Saleheen, M al'Absi, G Atluri, ...
Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016
|Discovering Groups of Time Series with Similar Behavior in Multiple Small Intervals of Time|
G Atluri, M Steinbach, K Lim, A MacDonald III, V Kumar
SIAM International Conference on Data Mining, 2014
|Tripoles: A new class of relationships in time series data|
S Agrawal, G Atluri, A Karpatne, W Haltom, S Liess, S Chatterjee, ...
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
|Mining novel multivariate relationships in time series data using correlation networks|
S Agrawal, M Steinbach, D Boley, S Chatterjee, G Atluri, AT Dang, S Liess, ...
IEEE Transactions on Knowledge and Data Engineering 32 (9), 1798-1811, 2019
|Chronic dysregulation of cortical and subcortical metabolism after experimental traumatic brain injury|
JL McGuire, EAK DePasquale, M Watanabe, F Anwar, LB Ngwenya, ...
Molecular neurobiology 56 (4), 2908-2921, 2019