| 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 | 1780 | 2017 |
| Anomaly detection in dynamic networks: a survey S Ranshous, S Shen, D Koutra, S Harenberg, C Faloutsos, NF Samatova Wiley Interdisciplinary Reviews: Computational Statistics 7 (3), 223-247, 2015 | 521 | 2015 |
| Detecting differential and correlated protein expression in label-free shotgun proteomics B Zhang, NC VerBerkmoes, MA Langston, E Uberbacher, RL Hettich, ... Journal of proteome research 5 (11), 2909-2918, 2006 | 493 | 2006 |
| Gene network shaping of inherent noise spectra DW Austin, MS Allen, JM McCollum, RD Dar, JR Wilgus, GS Sayler, ... Nature 439 (7076), 608-611, 2006 | 398 | 2006 |
| Community detection in large‐scale networks: a survey and empirical evaluation S Harenberg, G Bello, L Gjeltema, S Ranshous, J Harlalka, R Seay, ... Wiley Interdisciplinary Reviews: Computational Statistics 6 (6), 426-439, 2014 | 308 | 2014 |
| Hello ADIOS: the challenges and lessons of developing leadership class I/O frameworks Q Liu, J Logan, Y Tian, H Abbasi, N Podhorszki, JY Choi, S Klasky, ... Concurrency and Computation: Practice and Experience 26 (7), 1453-1473, 2014 | 296 | 2014 |
| Impact of pretreated switchgrass and biomass carbohydrates on Clostridium thermocellum ATCC 27405 cellulosome composition: a quantitative proteomic analysis B Raman, C Pan, GB Hurst, M Rodriguez Jr, CK McKeown, PK Lankford, ... PloS one 4 (4), e5271, 2009 | 296 | 2009 |
| The sorting direct method for stochastic simulation of biochemical systems with varying reaction execution behavior JM McCollum, GD Peterson, CD Cox, ML Simpson, NF Samatova Computational biology and chemistry 30 (1), 39-49, 2006 | 271 | 2006 |
| Compressing the incompressible with ISABELA: In-situ reduction of spatio-temporal data S Lakshminarasimhan, N Shah, S Ethier, S Klasky, R Latham, R Ross, ... European Conference on Parallel Processing, 366-379, 2011 | 257 | 2011 |
| A scalable, parallel algorithm for maximal clique enumeration MC Schmidt, NF Samatova, K Thomas, BH Park Journal of parallel and distributed computing 69 (4), 417-428, 2009 | 210 | 2009 |
| From pull-down data to protein interaction networks and complexes with biological relevance B Zhang, BH Park, T Karpinets, NF Samatova Bioinformatics 24 (7), 979-986, 2008 | 187 | 2008 |
| Sex differences in cognitive decline in subjects with high likelihood of mild cognitive impairment due to Alzheimer’s disease D Sohn, K Shpanskaya, JE Lucas, JR Petrella, AJ Saykin, RE Tanzi, ... Scientific reports 8 (1), 7490, 2018 | 166 | 2018 |
| Learning entity type embeddings for knowledge graph completion C Moon, P Jones, NF Samatova Proceedings of the 2017 ACM on conference on information and knowledge …, 2017 | 155 | 2017 |
| Community-based anomaly detection in evolutionary networks Z Chen, W Hendrix, NF Samatova Journal of Intelligent Information Systems 39 (1), 59-85, 2012 | 153 | 2012 |
| Compressed ion temperature gradient turbulence in diverted tokamak edge CS Chang, S Ku, PH Diamond, Z Lin, S Parker, TS Hahm, N Samatova Physics of Plasmas 16 (5), 2009 | 141 | 2009 |
| ISABELA for effective in situ compression of scientific data S Lakshminarasimhan, N Shah, S Ethier, SH Ku, CS Chang, S Klasky, ... Concurrency and Computation: Practice and Experience 25 (4), 524-540, 2013 | 132 | 2013 |
| Exchange pattern mining in the bitcoin transaction directed hypergraph S Ranshous, CA Joslyn, S Kreyling, K Nowak, NF Samatova, CL West, ... International conference on financial cryptography and data security, 248-263, 2017 | 131 | 2017 |
| Genome-scale computational approaches to memory-intensive applications in systems biology Y Zhang, FN Abu-Khzam, NE Baldwin, EJ Chesler, MA Langston, ... SC'05: Proceedings of the 2005 ACM/IEEE Conference on Supercomputing, 12-12, 2005 | 127 | 2005 |
| Efficient data access for parallel BLAST H Lin, X Ma, P Chandramohan, A Geist, N Samatova 19th IEEE International Parallel and Distributed Processing Symposium, 10 pp., 2005 | 121 | 2005 |
| Improved genome annotation for Zymomonas mobilis S Yang, KM Pappas, LJ Hauser, ML Land, GL Chen, GB Hurst, C Pan, ... Nature biotechnology 27 (10), 893-894, 2009 | 119 | 2009 |
Scott KlaskyOak Ridge National LaboratoryVerified email at ornl.gov
