Zhengzhang Chen

According to our database1, Zhengzhang Chen authored at least 43 papers between 2007 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
NoDoze: Combatting Threat Alert Fatigue with Automated Provenance Triage.
Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

2018
TINET: Learning Invariant Networks via Knowledge Transfer.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Collaborative Alert Ranking for Anomaly Detection.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Behavior-based Community Detection: Application to Host Assessment In Enterprise Information Networks.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
SILVERBACK+: scalable association mining via fast list intersection for columnar social data.
Knowl. Inf. Syst., 2017

Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Distinguish Polarity in Bag-of-Words Visualization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Enhancing semi-supervised learning through label-aware base kernels.
Neurocomputing, 2016

Integrating Community and Role Detection in Information Networks.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Annealed Sparsity via Adaptive and Dynamic Shrinking.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Entity Embedding-Based Anomaly Detection for Heterogeneous Categorical Events.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015
Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce.
Proceedings of the Symposium on High Performance Computing, 2015

From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization.
Proceedings of the Eighth International Conference on Contemporary Computing, 2015

Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

A Scalable Hierarchical Clustering Algorithm Using Spark.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

2014
Solving the maximum duo-preservation string mapping problem with linear programming.
Theor. Comput. Sci., 2014

MuSES: Multilingual Sentiment Elicitation System for Social Media Data.
IEEE Intelligent Systems, 2014

Batch Mode Active Learning with Hierarchical-Structured Embedded Variance.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing.
Proceedings of the International Conference for High Performance Computing, 2014

Indexing bipartite memberships in web graphs.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Discovery of extreme events-related communities in contrasting groups of physical system networks.
Data Min. Knowl. Discov., 2013

Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Graphical Modeling of Macro Behavioral Targeting in Social Networks.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

JobMiner: a real-time system for mining job-related patterns from social media.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Detecting and Tracking Disease Outbreaks by Mining Social Media Data.
Proceedings of the IJCAI 2013, 2013

Forecast Oriented Classification of Spatio-Temporal Extreme Events.
Proceedings of the IJCAI 2013, 2013

Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Bootstrapping active name disambiguation with crowdsourcing.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Feedback-driven multiclass active learning for data streams.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Elver: Recommending Facebook pages in cold start situation without content features.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

A probabilistic graphical model for brand reputation assessment in social networks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Community-based anomaly detection in evolutionary networks.
J. Intell. Inf. Syst., 2012

Spice: discovery of phenotype-determining component interplays.
BMC Systems Biology, 2012

Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
Efficient alpha, beta-motif Finder for Identification of Phenotype-related Functional Modules.
BMC Bioinformatics, 2011

Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction.
Proceedings of the IJCAI 2011, 2011

Detecting Pathway Cross-Talks by Analyzing Conserved Functional Modules across Multiple Phenotype-Expressing Organisms.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010
Inapproximability results for equations over infinite groups.
Theor. Comput. Sci., 2010

Detecting and Tracking Community Dynamics in Evolutionary Networks.
Proceedings of the ICDMW 2010, 2010

2007
The Study on Software Optimization Technology of Remote Sensing Image Compression System Based on DSP Platform.
Proceedings of the 2007 International Conference on Multimedia Systems and Applications, 2007

Wavelet Image Compression Based on Context Predicting With Past Information in Rows (Columns).
Proceedings of the Third International Conference on Natural Computation, 2007


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