Brian Gallagher

Frontiers Comput. Sci., 2022

2021

Explaining neural network predictions of material strength.

[BibT_eX]

[DOI]

CoRR, 2021

Industrial control system device classification using network traffic features and neural network embeddings.

[BibT_eX]

[DOI]

Indrasis Chakraborty

Brian M. Kelley

Array, 2021

2020

Nanomaterial Synthesis Insights from Machine Learning of Scientific Articles by Extracting, Structuring, and Visualizing Knowledge.

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[DOI]

J. Chem. Inf. Model., 2020

Exploiting Spark for HPC Simulation Data: Taming the Ephemeral Data Explosion.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2020

2018

Designing Size Consistent Statistics for Accurate Anomaly Detection in Dynamic Networks.

[BibT_eX]

[DOI]

Timothy La Fond

ACM Trans. Knowl. Discov. Data, 2018

Using semantic graphs to detect overlapping target events and story lines from newspaper articles.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2018

Network Structure Inference, A Survey: Motivations, Methods, and Applications.

[BibT_eX]

[DOI]

Ivan Brugere

Tanya Y. Berger-Wolf

ACM Comput. Surv., 2018

2017

On Summarizing Large-Scale Dynamic Graphs.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2017

ε - WGX: Adaptive Edge Probing for Enhancing Incomplete Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Web Science Conference, 2017

2016

DeltaCon: Principled Massive-Graph Similarity Function with Attribution.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2016

Size-Consistent Statistics for Anomaly Detection in Dynamic Networks.

[BibT_eX]

[DOI]

Timothy La Fond

CoRR, 2016

Generating Graph Snapshots from Streaming Edge Data.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

A Supervised Learning Framework for Arbitrary Lagrangian-Eulerian Simulations.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Overlapping Target Event and Story Line Detection of Online Newspaper Articles.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

MaxReach: Reducing network incompleteness through node probes.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

MaxOutProbe: An Algorithm for Increasing the Size of Partially Observed Networks.

[BibT_eX]

[DOI]

CoRR, 2015

First Development of a 5.9GHz DSRC On-Vehicle Coverage Capability.

[BibT_eX]

[DOI]

Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

EP-MEANS: an efficient nonparametric clustering of empirical probability distributions.

[BibT_eX]

[DOI]

Keith Henderson

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

TimeCrunch: Interpretable Dynamic Graph Summarization.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Anomaly Detection in Dynamic Networks of Varying Size.

[BibT_eX]

[DOI]

Timothy La Fond

CoRR, 2014

Attributed graph models: modeling network structure with correlated attributes.

[BibT_eX]

[DOI]

Joseph J. Pfeiffer III

Proceedings of the 23rd International World Wide Web Conference, 2014

A Guide to Selecting a Network Similarity Method.

[BibT_eX]

[DOI]

Sucheta Soundarajan

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Modeling dynamic behavior in large evolving graphs.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

2012

Correcting evaluation bias of relational classifiers with network cross validation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2012

Dynamic Behavioral Mixed-Membership Model for Large Evolving Networks

[BibT_eX]

[DOI]

CoRR, 2012

Role-dynamics: fast mining of large dynamic networks.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

RolX: structural role extraction & mining in large graphs.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Massively parallel acceleration of a document-similarity classifier to detect web attacks.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2011

Correcting Bias in Statistical Tests for Network Classifier Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

It's who you know: graph mining using recursive structural features.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

Link Homophily in the Application Layer and its Usage in Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Profiling-By-Association: a resilient traffic profiling solution for the internet backbone.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Conference on Emerging Networking Experiments and Technology, 2010

2009

Evaluating Statistical Tests for Within-Network Classifiers of Relational Data.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

2008

Collective Classification in Network Data.

[BibT_eX]

[DOI]

AI Mag., 2008

Using ghost edges for classification in sparsely labeled networks.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Leveraging Label-Independent Features for Classification in Sparsely Labeled Networks: An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Network Mining and Analysis, 2008

GRAPHITE: A Visual Query System for Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Fast best-effort pattern matching in large attributed graphs.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

An Examination of Experimental Methodology for Classifiers of Relational Data.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Wireless communications for vehicle safety: Radio link performance and wireless connectivity methods.

[BibT_eX]

[DOI]

Hidlehiko Akatsuka

Hideaki Suzuki

IEEE Veh. Technol. Mag., 2006

MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networks.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Matching Structure and Semantics: A Survey on Graph-Based Pattern Matching.

[BibT_eX]

[DOI]

Proceedings of the Capturing and Using Patterns for Evidence Detection, 2006

2004

Why collective inference improves relational classification.

[BibT_eX]

[DOI]

David D. Jensen

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003

Exploiting relational structure to understand publication patterns in high-energy physics.

[BibT_eX]

[DOI]

SIGKDD Explor., 2003

Simple Estimators for Relational Bayesian Classifiers.

[BibT_eX]

[DOI]

David D. Jensen