William Hendrix

Publication Activity (10 Years)

Years Active: 2009-2019
Publications (10 Years): 10

Top Topics

Hierarchical Clustering

Data Compression

Community Detection

Computationally Infeasible

Top Venues

Publications

Sulav Malla, Jing Wang, William Hendrix, Ken Christensen
Predicting Success for Computer Science Students in CS2 using Grades in Previous Courses. FIE (2019)
Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
Parallel Implementation of Lossy Data Compression for Temporal Data Sets. CoRR (2017)
Wenbin Chen, William Hendrix, Nagiza F. Samatova
-Partite Graph Problem to the Multiple Alignment for Metabolic Pathways. J. Comput. Biol. 24 (12) (2017)
Esteban Rangel, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, William Hendrix
AGORAS: A Fast Algorithm for Estimating Medoids in Large Datasets. ICCS (2016)
Wenbin Chen, Nagiza F. Samatova, Matthias F. Stallmann, William Hendrix, Weiqin Ying
On size-constrained minimum s-t cut problems and size-constrained dense subgraph problems. Theor. Comput. Sci. 609 (2016)
Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
Parallel Implementation of Lossy Data Compression for Temporal Data Sets. HiPC (2016)
Diana Palsetia, William Hendrix, Sunwoo Lee, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication. ISC (2016)
Chen Jin, Ruoqian Liu, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Alok N. Choudhary
A Scalable Hierarchical Clustering Algorithm Using Spark. BigDataService (2015)
Chen Jin, Qiang Fu, Huahua Wang, William Hendrix, Zhengzhang Chen, Ankit Agrawal, Arindam Banerjee, Alok N. Choudhary
Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective. CCGRID (2015)
Chen Jin, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Alok N. Choudhary
Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce. SpringSim (HPS) (2015)
Diana Palsetia, Md. Mostofa Ali Patwary, William Hendrix, Ankit Agrawal, Alok N. Choudhary
Clique guided community detection. IEEE BigData (2014)
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)
Zhengzhang Chen, Seung Woo Son, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing. SC (2014)
Seung Woo Son, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
Data Compression for the Exascale Computing Era - Survey. Supercomput. Front. Innov. 1 (2) (2014)
Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, Alok N. Choudhary
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective. BigMine (2013)
William Hendrix, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures. LDAV (2013)
Zhengzhang Chen, William Hendrix, Hang Guan, Isaac K. Tetteh, Alok N. Choudhary, Fredrick H. M. Semazzi, Nagiza F. Samatova
Discovery of extreme events-related communities in contrasting groups of physical system networks. Data Min. Knowl. Discov. 27 (2) (2013)
Alok N. Choudhary, William Hendrix, Kathy Lee, Diana Palsetia, Wei-keng Liao
Social media evolution of the Egyptian revolution. Commun. ACM 55 (5) (2012)
Ankit Agrawal, Md. Mostofa Ali Patwary, William Hendrix, Wei-keng Liao, Alok N. Choudhary
High Performance Big Data Clustering. High Performance Computing Workshop (1) (2012)
William Hendrix, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
Parallel hierarchical clustering on shared memory platforms. HiPC (2012)
Zhengzhang Chen, William Hendrix, Nagiza F. Samatova
Community-based anomaly detection in evolutionary networks. J. Intell. Inf. Syst. 39 (1) (2012)
William Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick H. M. Semazzi, Wei-keng Liao, Alok N. Choudhary
Community Dynamics and Analysis of Decadal Trends in Climate Data. ICDM Workshops (2011)
William Hendrix, Andrea M. Rocha, Kanchana Padmanabhan, Alok N. Choudhary, Kathleen Scott, James R. Mihelcic, Nagiza F. Samatova
DENSE: efficient and prior knowledge-driven discovery of phenotype-associated protein functional modules. BMC Syst. Biol. 5 (2011)
Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova
Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction. IJCAI (2011)
Tatdow Pansombut, William Hendrix, Zekai Jacob Gao, Brent E. Harrison, Nagiza F. Samatova
Biclustering-Driven Ensemble of Bayesian Belief Network Classifiers for Underdetermined Problems. IJCAI (2011)
William Hendrix, Tatiana V. Karpinets, Byung-Hoon Park, Eric R. Schendel, Alok N. Choudhary, Nagiza F. Samatova
Sensitive and Specific Identification of Protein Complexes in "Perturbed" Protein Interaction Networks from Noisy Pull-Down Data. IPDPS Workshops (2011)
William Hendrix, Matthew C. Schmidt, Paul Breimyer, Nagiza F. Samatova
Theoretical underpinnings for maximal clique enumeration on perturbed graphs. Theor. Comput. Sci. 411 (26-28) (2010)
Zhengzhang Chen, Kevin A. Wilson, Ye Jin, William Hendrix, Nagiza F. Samatova
Detecting and Tracking Community Dynamics in Evolutionary Networks. ICDM Workshops (2010)
Wenbin Chen, Andrea M. Rocha, William Hendrix, Matthew C. Schmidt, Nagiza F. Samatova
The Multiple Alignment Algorithm for Metabolic Pathways without Abstraction. ICDM Workshops (2010)
William Hendrix, Andrea M. Rocha, Mark T. Elmore, Joe Trien, Nagiza F. Samatova
Discovery of Enriched Biological Motifs Using Knowledge Priors with Application to Biohydrogen Production. BIOCOMP (2010)
Paul Breimyer, William Hendrix, Guruprasad Kora, Nagiza F. Samatova
pR: Lightweight, Easy-to-Use Middleware to Plugin Parallel Analytical Computing with R. IKE (2009)
William Hendrix, Matthew C. Schmidt, Paul Breimyer, Nagiza F. Samatova
On perturbation theory and an algorithm for maximal clique enumeration in uncertain and noisy graphs. KDD Workshop on Knowledge Discovery from Uncertain Data (2009)
Paul Breimyer, Guruprasad Kora, William Hendrix, Neil Shah, Nagiza F. Samatova
PR: Automatic parallelization of data-parallel statistical computing codes for R in hybrid multi-node and multi-core environments. IADIS AC (2) (2009)