|Anomaly Detection in Dynamic Detworks: A Survey|
S Ranshous, S Shen, D Koutra, S Harenberg, C Faloutsos, NF Samatova
WIREs Comp Stat 7 (3), 223-247, 2015
|Community detection in large-scale networks: A Survey and empirical evaluation|
S Harenberg, GA Bello, L Gjeltema, S Ranshous, J Harlalka, R Seay, ...
WIREs Comp Stat 6 (6), 426-439, 2014
|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
|A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based Approximations|
S Ranshous, S Harenberg, K Sharma, NF Samatova
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
|Improving Read Performance with Online Access Pattern Analysis and Prefetching|
H Tang, X Zou, J Jenkins, DA Boyuka II, S Ranshous, D Kimpe, S Klasky, ...
Euro-Par 2014 Parallel Processing, 246-257, 2014
|Actigraphy features for predicting mobility disability in older adults|
M Kheirkhahan, C Tudor-Locke, R Axtell, MP Buman, RA Fielding, ...
Physiological measurement 37 (10), 1813, 2016
|Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations|
S Harenberg, RG Seay, S Ranshous, K Padmanabhan, JK Harlalka, ...
Proceedings of the 2014 SIAM International Conference on Data Mining, 1010-1018, 2014
|Local homology dimension as a network science measure|
C Joslyn, B Praggastis, E Purvine, A Sathanur, M Robinson, S Ranshous
2016 SIAM Workshop on Network Science, 86-87, 2016
|Efficient outlier detection in hyperedge streams using minhash and locality-sensitive hashing|
S Ranshous, M Chaudhary, NF Samatova
International Conference on Complex Networks and their Applications, 105-116, 2017
|An intelligent weighted fuzzy time series model based on a sine-cosine adaptive human learning optimization algorithm and its application to financial markets forecasting|
R Yang, M Xu, J He, S Ranshous, NF Samatova
International Conference on Advanced Data Mining and Applications, 595-607, 2017
|Fast Set Intersection through Run-Time Bitmap Construction over PForDelta-Compressed Indexes|
X Zou, S Lakshminarasimhan, DA Boyuka II, S Ranshous, H Tang, ...
Euro-Par 2014 Parallel Processing, 668-679, 2014
|Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications|
W Zhang, H Tang, S Ranshous, S Byna, DF Martin, K Wu, B Dong, ...
2016 IEEE International Conference on Big Data (Big Data), 1359-1366, 2016
|Local homology of abstract simplicial complexes|
M Robinson, C Capraro, C Joslyn, E Purvine, B Praggastis, S Ranshous, ...
arXiv preprint arXiv:1805.11547, 2018
|Leveraging external knowledge for phrase-based topic modeling|
M Xu, R Yang, S Ranshous, S Li, NF Samatova
2017 Conference on Technologies and Applications of Artificial Intelligence …, 2017
|A community-driven graph partitioning method for constraint-based causal discovery|
MS Chaudhary, S Ranshous, NF Samatova
International Conference on Complex Networks and their Applications, 253-264, 2017
|Scalable Algorithms for Mining Dynamic Graphs and Hypergraphs with Applications to Anomaly Detection.|