Community-based anomaly detection in evolutionary networks

Zhengzhang Chen, William Hendrix, Nagiza F. Samatova

Journal of Intelligent Information Systems

Community StructureNetwork ScienceEngineeringData ScienceEvolutionary Biology +7

Social media evolution of the Egyptian revolution

Alok Choudhary, William Hendrix, Kathy Lee, +2

Communications of the ACM

Tweeter InfluenceSocial MediaTwitter SentimentSocial Medium MonitoringSocial Computing +13

Data Compression for the Exascale Computing Era - Survey

Seung Woo Son, Zhengzhang Chen, William Hendrix, +3

Supercomputing Frontiers and Innovations

Cluster ComputingPeriodic CheckpointingLossy CompressionEngineeringData Science +13

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing

Zhengzhang Chen, Seung Woo Son, William Hendrix, +3

Artificial IntelligenceCluster ComputingEngineeringMachine LearningCheck Pointing +23

Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques

Auroop R. Ganguly, Evan Kodra, Ankit Agrawal, +24

Nonlinear processes in geophysics

EngineeringExtreme WeatherWeather ForecastingClimate ModelingClimate Extremes +14

A Scalable Hierarchical Clustering Algorithm Using Spark

Jin Chen, Ruoqian Liu, Zhengzhang Chen, +3

Cluster ComputingClustering TechniqueEngineeringMap-reduceDistributed Data Analytics +14

Detecting and Tracking Community Dynamics in Evolutionary Networks

Zhengzhang Chen, Kevin A. Wilson, Jin Ye, +2

Cluster ComputingEngineeringCommunity MiningNetwork AnalysisCommunity Discovery +16

Discovery of extreme events-related communities in contrasting groups of physical system networks

Zhengzhang Chen, William Hendrix, Hang Guan, +4

Data Mining and Knowledge Discovery

Parallel hierarchical clustering on shared memory platforms

William Hendrix, Md. Mostofa Ali Patwary, Ankit Agrawal, +2

Cluster ComputingEngineeringMachine LearningComputer ArchitectureParallel Algorithms +20

A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures

William Hendrix, Diana Palsetia, Md. Mostofa Ali Patwary, +3

Cluster ComputingEngineeringComputer ArchitectureNetwork AnalysisPresent Pink +19