Feng Chen

According to our database1, Feng Chen
  • authored at least 72 papers between 2008 and 2018.
  • has a "Dijkstra number"2 of three.

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Bibliography

2018
Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data.
IEEE Trans. Knowl. Data Eng., 2018

Graph Anomaly Detection Based on Steiner Connectivity and Density.
Proceedings of the IEEE, 2018

Preface: special issue on geo-social media analytics.
GeoInformatica, 2018

2017
Nearest Neighbor Query, Definition.
Proceedings of the Encyclopedia of GIS., 2017

Nearest Neighbor Query.
Proceedings of the Encyclopedia of GIS., 2017

Feature Constrained Multi-Task Learning Models for Spatiotemporal Event Forecasting.
IEEE Trans. Knowl. Data Eng., 2017

Spatial Prediction for Multivariate Non-Gaussian Data.
TKDD, 2017

Spatial Event Forecasting in Social Media With Geographically Hierarchical Regularization.
Proceedings of the IEEE, 2017

A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks.
CoRR, 2017

Parallel algorithms for anomalous subgraph detection.
Concurrency and Computation: Practice and Experience, 2017

An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks.
Proceedings of the 26th International Conference on World Wide Web, 2017

Absenteeism Detection in Social Media.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Near-Optimal and Practical Algorithms for Graph Scan Statistics.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Effective online software anomaly detection.
Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis, Santa Barbara, CA, USA, July 10, 2017

Tracking Multiple Social Media for Stock Market Event Prediction.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

Query-Driven Discovery of Anomalous Subgraphs in Attributed Graphs.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Drug-Drug Interactions (DDIs) Detection from On-Line Health Forums: Bi-Submodular Optimization (BSMO).
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Techniques for efficient detection of rapid weather changes and analysis of their impacts on a highway network.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

2016
Online Spatial Event Forecasting in Microblogs.
ACM Trans. Spatial Algorithms and Systems, 2016

Discovering Anomalies on Mixed-Type Data Using a Generalized Student- t Based Approach.
IEEE Trans. Knowl. Data Eng., 2016

Urban Traffic Flow Prediction Using a Spatio-Temporal Random Effects Model.
J. Intellig. Transport. Systems, 2016

A framework for intelligence analysis using spatio-temporal storytelling.
GeoInformatica, 2016

The big data of violent events: algorithms for association analysis using spatio-temporal storytelling.
GeoInformatica, 2016

Automatic targeted-domain spatiotemporal event detection in twitter.
GeoInformatica, 2016

Technical Report: Graph-Structured Sparse Optimization for Connected Subgraph Detection.
CoRR, 2016

Social Media as a Sensor for Censorship Detection in News Media.
CoRR, 2016

Technical Report: A Generalized Matching Pursuit Approach for Graph-Structured Sparsity.
CoRR, 2016

Hierarchical Incomplete Multi-source Feature Learning for Spatiotemporal Event Forecasting.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

A Generalized Matching Pursuit Approach for Graph-Structured Sparsity.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Graph-Structured Sparse Optimization for Connected Subgraph Detection.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Multi-resolution Spatial Event Forecasting in Social Media.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Graph Topic Scan Statistic for Spatial Event Detection.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Topical Analysis of Interactions Between News and Social Media.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
How events unfold: spatiotemporal mining in social media.
SIGSPATIAL Special, 2015

Fast adaptive kernel density estimator for data streams.
Knowl. Inf. Syst., 2015

Spatiotemporal Event Forecasting in Social Media.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Multi-Task Learning for Spatio-Temporal Event Forecasting.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

SimNest: Social Media Nested Epidemic Simulation via Online Semi-Supervised Deep Learning.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Dynamic theme tracking in Twitter.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
SpecMonitor: Toward Efficient Passive Traffic Monitoring for Cognitive Radio Networks.
IEEE Trans. Wireless Communications, 2014

On detecting spatial categorical outliers.
GeoInformatica, 2014

'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators.
CoRR, 2014


Modeling mass protest adoption in social network communities using geometric brownian motion.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Non-parametric scan statistics for event detection and forecasting in heterogeneous social media graphs.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Road Traffic Congestion Monitoring in Social Media with Hinge-Loss Markov Random Fields.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Forecasting location-based events with spatio-temporal storytelling.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2014

2013
Analyzing Civil Unrest through Social Media.
IEEE Computer, 2013

A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

STED: semi-supervised targeted-interest event detectionin in twitter.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Non-parametric passive traffic monitoring in cognitive radio networks.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

A carpooling recommendation system based on social VANET and geo-social data.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

Learning thread reply structure on patient forums.
Proceedings of the 2013 International Workshop on Data Management & Analytics for Healthcare, 2013

A Generalized Student-t Based Approach to Mixed-Type Anomaly Detection.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Signal Disaggregation via Sparse Coding with Featured Discriminative Dictionary.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Robust Prediction and Outlier Detection for Spatial Datasets.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Student-t Based Robust Spatio-temporal Prediction.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011
Activity analysis based on low sample rate smart meters.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Multi-granular demand forecasting in SmarterWater.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Spatial categorical outlier detection: pair correlation function based approach.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
GLS-SOD: a generalized local statistical approach for spatial outlier detection.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Spatial outlier detection: random walk based approaches.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Regional behavior change detection via local spatial scan.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

2008
Nearest Neighbor Query, Definition.
Proceedings of the Encyclopedia of GIS., 2008

Nearest Neighbor Query.
Proceedings of the Encyclopedia of GIS., 2008

On Detecting Spatial Outliers.
GeoInformatica, 2008

An entropy-based method for assessing the number of spatial outliers.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

On Locally Linear Classification by Pairwise Coupling.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

HOMES: highway operation monitoring and evaluation system.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

A framework for estimating complex probability density structures in data streams.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008


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