Improving Read Performance with Online Access Pattern Analysis and Prefetching. - Houjun Tang; Xiaocheng Zou; John Jenkins; David A. Boyuka II; Stephen Ranshous; Dries Kimpe; Scott Klasky; Nagiza F. Samatova (Euro-Par, 2014)

Fast Set Intersection through Run-Time Bitmap Construction over PForDelta-Compressed Indexes. - Xiaocheng Zou; Sriram Lakshminarasimhan; David A. Boyuka II; Stephen Ranshous; Houjun Tang; Scott Klasky; Nagiza F. Samatova (Euro-Par, 2014)

Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations. - Steve Harenberg; Ramona G. Seay; Stephen Ranshous; Kanchana Padmanabhan; Jitendra K. Harlalka; Eric R. Schendel; Michael P. O'Brien; Rada Chirkova; William Hendrix; Alok N. Choudhary; Vipin Kumar 001; Murali Doraiswamy; et al. (SDM, 2014)

Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications. - Wenzhao Zhang; Houjun Tang; Stephen Ranshous; Surendra Byna; Daniel F. Martin; Kesheng Wu; Bin Dong 002; Scott Klasky; Nagiza F. Samatova (IEEE BigData, 2016)

A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based Approximations. - Stephen Ranshous; Steve Harenberg; Kshitij Sharma; Nagiza F. Samatova (SDM, 2016)

An Intelligent Weighted Fuzzy Time Series Model Based on a Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting. - Ruixin Yang; Mingyang Xu; Junyi He; Stephen Ranshous; Nagiza F. Samatova (ADMA, 2017)

A Community-Driven Graph Partitioning Method for Constraint-Based Causal Discovery. - Mandar S. Chaudhary; Stephen Ranshous; Nagiza F. Samatova (COMPLEX NETWORKS, 2017)

Efficient Outlier Detection in Hyperedge Streams Using MinHash and Locality-Sensitive Hashing. - Stephen Ranshous; Mandar S. Chaudhary; Nagiza F. Samatova (COMPLEX NETWORKS, 2017)

Exchange Pattern Mining in the Bitcoin Transaction Directed Hypergraph. - Stephen Ranshous; Cliff A. Joslyn; Sean Kreyling; Kathleen Nowak; Nagiza F. Samatova; Curtis L. West; Samuel Winters (Financial Cryptography Workshops, 2017)

Leveraging External Knowledge for Phrase-Based Topic Modeling. - Mingyang Xu; Ruixin Yang; Stephen Ranshous; Shijie Li; Nagiza F. Samatova (TAAI, 2017)

Predicting Foreign Language Usage from English-Only Social Media Posts. - Svitlana Volkova; Stephen Ranshous; Lawrence Phillips (NAACL-HLT (2), 2018)