Feng Chen

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2022

Adaptive Fairness-Aware Online Meta-Learning for Changing Environments.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

1st ACM SIGKDD Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI-KDD22).

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Framing Algorithmic Recourse for Anomaly Detection.

[BibT_eX]

[DOI]

Debanjan Datta

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

How Out-of-Distribution Data Hurts Semi-Supervised Learning.

[BibT_eX]

[DOI]

Rishabh K. Iyer

Proceedings of the IEEE International Conference on Data Mining, 2022

Seed: Sound Event Early Detection Via Evidential Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Defending Evasion Attacks via Adversarially Adaptive Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

SCM-VAE: Learning Identifiable Causal Representations via Structural Knowledge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs.

[BibT_eX]

[DOI]

Chunpai Wang

Daniel B. Neill

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

A Nested Bi-level Optimization Framework for Robust Few Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

CSL+: Scalable Collective Subjective Logic under Multidimensional Uncertainty.

[BibT_eX]

[DOI]

Adil Alim

ACM Trans. Intell. Syst. Technol., 2021

Structured Sparsity Model Based Trajectory Tracking Using Private Location Data Release.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2021

A Bisubmodular Approach to Event Detection and Prediction in Multivariate Social Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Evaluating and comparing memory error vulnerability detectors.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2021

Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning.

[BibT_eX]

[DOI]

Rishabh K. Iyer

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Fairness-Aware Online Meta-learning.

[BibT_eX]

[DOI]

Chen Zhao

Bhavani Thuraisingham

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Multidimensional Uncertainty-Aware Evidential Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Efficient Learning with Exponentially-Many Conjunctive Precursors for Interpretable Spatial Event Forecasting.

[BibT_eX]

[DOI]

Liang Zhao

Yanfang Ye

IEEE Trans. Knowl. Data Eng., 2020

Online flu epidemiological deep modeling on disease contact network.

[BibT_eX]

[DOI]

GeoInformatica, 2020

Techniques for efficient detection of rapid weather changes and analysis of their impacts on a highway network.

[BibT_eX]

[DOI]

GeoInformatica, 2020

A Reweighted Meta Learning Framework for Robust Few Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Semi-Supervised Learning with Out of Distribution Data.

[BibT_eX]

[DOI]

Rishabh K. Iyer

CoRR, 2020

Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

A Framework for Subgraph Detection in Interdependent Networks via Graph Block-Structured Optimization.

[BibT_eX]

[DOI]

IEEE Access, 2020

Detecting Media Self-Censorship without Explicit Training Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Uncertainty Aware Semi-Supervised Learning on Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Multifaceted Uncertainty Estimation for Label-Efficient Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Primal-Dual Subgradient Approach for Fair Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Fair Meta-Learning For Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Unfairness Discovery and Prevention For Few-Shot Regression.

[BibT_eX]

[DOI]

Chen Zhao

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

2019

A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Near-Optimal and Practical Algorithms for Graph Scan Statistics with Connectivity Constraints.

[BibT_eX]

[DOI]

Jose Cadena

Anil Vullikanti

ACM Trans. Knowl. Discov. Data, 2019

GeoAI 2019 workshop report: The 3nd ACM SIGSPATIAL International Workshop on GeoAI: AI for Geographic Knowledge Discovery: Seattle, WA, USA - November 5, 2019.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2019

Bi-submodular Optimization (BSMO) for Detecting Drug-Drug Interactions (DDIs) from On-line Health Forums.

[BibT_eX]

[DOI]

Yan Hu

Rui Wang

J. Heal. Informatics Res., 2019

Quantifying Classification Uncertainty using Regularized Evidential Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Dual Averaging Method for Online Graph-structured Sparsity.

[BibT_eX]

[DOI]

Yiming Ying

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Spatio-temporal Event Forecasting and Precursor Identification.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Stochastic Iterative Hard Thresholding for Graph-structured Sparsity Optimization.

[BibT_eX]

[DOI]

Yiming Ying

Proceedings of the 36th International Conference on Machine Learning, 2019

Rank-Based Multi-task Learning for Fair Regression.

[BibT_eX]

[DOI]

Chen Zhao

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Block-Structured Optimization for Anomalous Pattern Detection in Interdependent Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Uncertainty-based Decision Making Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 22th International Conference on Information Fusion, 2019

Uncertainty-Aware Opinion Inference Under Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Uncovering Specific-Shape Graph Anomalies in Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Graph Anomaly Detection Based on Steiner Connectivity and Density.

[BibT_eX]

[DOI]

Jose Cadena

Anil Vullikanti

Proc. IEEE, 2018

Preface: special issue on geo-social media analytics.

[BibT_eX]

[DOI]

GeoInformatica, 2018

Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator.

[BibT_eX]

[DOI]

CoRR, 2018

Water Disaggregation via Shape Features based Bayesian Discriminative Sparse Coding.

[BibT_eX]

[DOI]

CoRR, 2018

Uncertainty-Based Opinion Inference on Network Data Using Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Military Communications Conference, 2018

An Efficient Framework for Detecting Evolving Anomalous Subgraphs in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Deep Learning Based Scalable Inference of Uncertain Opinions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Rational Neural Networks for Approximating Graph Convolution Operator on Jump Discontinuities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Uncertainty Characteristics of Subjective Opinions.

[BibT_eX]

[DOI]

Audun Jøsang

Proceedings of the 21st International Conference on Information Fusion, 2018

PSCluster: Differentially Private Spatial Cluster Detection for Mobile Crowdsourcing Applications.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Communications and Network Security, 2018

Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Nearest Neighbor Query, Definition.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2017

Nearest Neighbor Query.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2017

Feature Constrained Multi-Task Learning Models for Spatiotemporal Event Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Spatial Prediction for Multivariate Non-Gaussian Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Spatial Event Forecasting in Social Media With Geographically Hierarchical Regularization.

[BibT_eX]

[DOI]

Proc. IEEE, 2017

Parallel algorithms for anomalous subgraph detection.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2017

DISCRN: A Distributed Storytelling Framework for Intelligence Analysis.

[BibT_eX]

[DOI]

Manu Shukla

Big Data, 2017

An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Absenteeism Detection in Social Media.

[BibT_eX]

[DOI]

Fang Jin

Rupinder Paul Khandpur

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Near-Optimal and Practical Algorithms for Graph Scan Statistics.

[BibT_eX]

[DOI]

Jose Cadena

Anil Vullikanti

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Effective online software anomaly detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Fang Jin

Wei Wang

Prithwish Chakraborty

Nathan Self

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

Query-Driven Discovery of Anomalous Subgraphs in Attributed Graphs.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

Yan Hu

Rui Wang

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Making a Difference: Analytics for Quality Knowledge-Building Conversations.

[BibT_eX]

[DOI]

Erick Velazquez Godinez

Cindy E. Hmelo-Silver

Alyssa Friend Wise

Proceedings of the 12th International Conference on Computer Supported Collaborative Learning, 2017

Collective subjective logic: Scalable uncertainty-based opinion inference.

[BibT_eX]

[DOI]

Chunpai Wang

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Online Spatial Event Forecasting in Microblogs.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2016

Discovering Anomalies on Mixed-Type Data Using a Generalized Student- t Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Urban Traffic Flow Prediction Using a Spatio-Temporal Random Effects Model.

[BibT_eX]

[DOI]

J. Intell. Transp. Syst., 2016

A framework for intelligence analysis using spatio-temporal storytelling.

[BibT_eX]

[DOI]

Sumit Shah

GeoInformatica, 2016

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

[BibT_eX]

[DOI]

GeoInformatica, 2016

Automatic targeted-domain spatiotemporal event detection in twitter.

[BibT_eX]

[DOI]

GeoInformatica, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Social Media as a Sensor for Censorship Detection in News Media.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Hierarchical Incomplete Multi-source Feature Learning for Spatiotemporal Event Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

A Generalized Matching Pursuit Approach for Graph-Structured Sparsity.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Graph-Structured Sparse Optimization for Connected Subgraph Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Multi-resolution Spatial Event Forecasting in Social Media.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Graph Topic Scan Statistic for Spatial Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Topical Analysis of Interactions Between News and Social Media.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

How events unfold: spatiotemporal mining in social media.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2015

Fast adaptive kernel density estimator for data streams.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Human Rights Event Detection from Heterogeneous Social Media Graphs.

[BibT_eX]

[DOI]

Daniel B. Neill

Big Data, 2015

Spatiotemporal Event Forecasting in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Multi-Task Learning for Spatio-Temporal Event Forecasting.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Dynamic theme tracking in Twitter.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

SpecMonitor: Toward Efficient Passive Traffic Monitoring for Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

On detecting spatial categorical outliers.

[BibT_eX]

[DOI]

GeoInformatica, 2014

'Beating the news' with EMBERS: forecasting civil unrest using open source indicators.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Modeling mass protest adoption in social network communities using geometric brownian motion.

[BibT_eX]

[DOI]

Fang Jin

Rupinder Paul Khandpur

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.

[BibT_eX]

[DOI]

Daniel B. Neill

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.

[BibT_eX]

[DOI]

Po-Ta Chen

Zhen Qian

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

Forecasting location-based events with spatio-temporal storytelling.

[BibT_eX]

[DOI]

Sumit Shah

Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2014

2013

Analyzing Civil Unrest through Social Media.

[BibT_eX]

[DOI]

Kristen Maria Summers

Computer, 2013

A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

STED: semi-supervised targeted-interest event detectionin in twitter.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Non-parametric passive traffic monitoring in cognitive radio networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

Learning thread reply structure on patient forums.

[BibT_eX]

[DOI]

Yunzhong Liu

Yi Chen

Proceedings of the 2013 International Workshop on Data Management & Analytics for Healthcare, 2013

A Generalized Student-t Based Approach to Mixed-Type Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Signal Disaggregation via Sparse Coding with Featured Discriminative Dictionary.

[BibT_eX]

[DOI]

Bingsheng Wang

Haili Dong

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Robust Prediction and Outlier Detection for Spatial Datasets.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Student-t Based Robust Spatio-temporal Prediction.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Activity analysis based on low sample rate smart meters.

[BibT_eX]

[DOI]

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

Multi-granular demand forecasting in SmarterWater.

[BibT_eX]

[DOI]

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Spatial categorical outlier detection: pair correlation function based approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Spatial outlier detection: random walk based approaches.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Regional behavior change detection via local spatial scan.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

2008

Nearest Neighbor Query, Definition.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2008

Nearest Neighbor Query.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2008

On Detecting Spatial Outliers.

[BibT_eX]

[DOI]

GeoInformatica, 2008

An entropy-based method for assessing the number of spatial outliers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

On Locally Linear Classification by Pairwise Coupling.

[BibT_eX]

[DOI]

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

HOMES: highway operation monitoring and evaluation system.

[BibT_eX]

[DOI]

Jing Dai

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.

[BibT_eX]

[DOI]