| 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 | 1322 | 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 | 574 | 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 | 91 | 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 | 84 | 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 NeuroImage, 2013 | 77 | 2013 |
| 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 | 75 | 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 | 68 | 2013 |
| Fingerprinting encrypted voice traffic on smart speakers with deep learning C Wang, S Kennedy, H Li, K Hudson, G Atluri, X Wei, W Sun, B Wang Proceedings of the 13th ACM Conference on Security and Privacy in Wireless …, 2020 | 60 | 2020 |
| 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, 1-14, 2008 | 58 | 2008 |
| 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 | 54 | 2020 |
| 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, 641-659, 2013 | 48 | 2013 |
| 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 | 46 | 2009 |
| 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 | 32 | 2015 |
| 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 | 29 | 2016 |
| 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 | 29 | 2016 |
| 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 | 24* | 2019 |
| 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, 1-13, 2013 | 23 | 2013 |
| Sensitization to peanut, egg or pets is associated with skin barrier dysfunction in children with atopic dermatitis MG Sherenian, A Kothari, JM Biagini, JW Kroner, A Baatyrbek Kyzy, ... Clinical & Experimental Allergy 51 (5), 666-673, 2021 | 21 | 2021 |
| 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, 2908-2921, 2019 | 20 | 2019 |
| Discovering Coherent Value Bicliques In Genetic Interaction Data G Atluri, J Bellay, G Pandey, C Myers, V Kumar BIOKDD 2010, 2010 | 20* | 2010 |
Vipin KumarUniversity of MinnesotaVerified email at umn.edu
