Nagiza Samatova
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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
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
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
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
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
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
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
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
Compressing the incompressible with ISABELA: In-situ reduction of spatio-temporal data
S Lakshminarasimhan, N Shah, S Ethier, S Klasky, R Latham, R Ross, ...
Euro-Par 2011 Parallel Processing: 17th International Conference, Euro-Par …, 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
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
Community-based anomaly detection in evolutionary networks
Z Chen, W Hendrix, NF Samatova
Journal of Intelligent Information Systems 39 (1), 59-85, 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
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
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
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
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
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
ProRata: a quantitative proteomics program for accurate protein abundance ratio estimation with confidence interval evaluation
C Pan, G Kora, WH McDonald, DL Tabb, NC VerBerkmoes, GB Hurst, ...
Analytical chemistry 78 (20), 7121-7131, 2006
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
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