Stephen Ranshous

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 8

Top Topics

Detect Outliers

Causal Discovery

Top Venues

COMPLEX NETWORKS

Publications

Svitlana Volkova, Stephen Ranshous, Lawrence Phillips
Predicting Foreign Language Usage from English-Only Social Media Posts. NAACL-HLT (2) (2018)
Stephen Ranshous, Cliff A. Joslyn, Sean Kreyling, Kathleen Nowak, Nagiza F. Samatova, Curtis L. West, Samuel Winters
Exchange Pattern Mining in the Bitcoin Transaction Directed Hypergraph. Financial Cryptography Workshops (2017)
Ruixin Yang, Mingyang Xu, Junyi He, Stephen Ranshous, Nagiza F. Samatova
An Intelligent Weighted Fuzzy Time Series Model Based on a Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting. ADMA (2017)
Mandar S. Chaudhary, Stephen Ranshous, Nagiza F. Samatova
A Community-Driven Graph Partitioning Method for Constraint-Based Causal Discovery. COMPLEX NETWORKS (2017)
Mingyang Xu, Ruixin Yang, Stephen Ranshous, Shijie Li, Nagiza F. Samatova
Leveraging External Knowledge for Phrase-Based Topic Modeling. TAAI (2017)
Stephen Ranshous, Mandar S. Chaudhary, Nagiza F. Samatova
Efficient Outlier Detection in Hyperedge Streams Using MinHash and Locality-Sensitive Hashing. COMPLEX NETWORKS (2017)
Stephen Ranshous, Steve Harenberg, Kshitij Sharma, Nagiza F. Samatova
A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based Approximations. SDM (2016)
Wenzhao Zhang, Houjun Tang, Stephen Ranshous, Surendra Byna, Daniel F. Martin, Kesheng Wu, Bin Dong, Scott Klasky, Nagiza F. Samatova
Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications. IEEE BigData (2016)
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, Murali Doraiswamy, Nagiza F. Samatova
Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations. SDM (2014)
Houjun Tang, Xiaocheng Zou, John Jenkins, David A. Boyuka II, Stephen Ranshous, Dries Kimpe, Scott Klasky, Nagiza F. Samatova
Improving Read Performance with Online Access Pattern Analysis and Prefetching. Euro-Par (2014)
Xiaocheng Zou, Sriram Lakshminarasimhan, David A. Boyuka II, Stephen Ranshous, Houjun Tang, Scott Klasky, Nagiza F. Samatova
Fast Set Intersection through Run-Time Bitmap Construction over PForDelta-Compressed Indexes. Euro-Par (2014)