Chang-Tien Lu

According to our database1, Chang-Tien Lu authored at least 132 papers between 1998 and 2018.

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Bibliography

2018
Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring.
ACM TIST, 2018

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

Distributed Self-Paced Learning in Alternating Direction Method of Multipliers.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Social Media based Simulation Models for Understanding Disease Dynamics.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

StreetNet: preference learning with convolutional neural network on urban crime perception.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Multi-Task Learning for Transit Service Disruption Detection.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Geography Markup Language (GML).
Proceedings of the Encyclopedia of GIS., 2017

Outlier Detection, Spatial.
Proceedings of the Encyclopedia of GIS., 2017

Outlier Detection.
Proceedings of the Encyclopedia of GIS., 2017

Concurrency Control for Spatial Access Method.
Proceedings of the Encyclopedia of GIS., 2017

Concurrency Control for Spatial Access.
Proceedings of the Encyclopedia of GIS., 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

DERIV: distributed brand perception tracking framework.
J. Big Data, 2017

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

Robust Regression via Heuristic Hard Thresholding.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multimodal Storytelling via Generative Adversarial Imitation Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Online and Distributed Robust Regressions Under Adversarial Data Corruption.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Learning to Fuse Music Genres with Generative Adversarial Dual Learning.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

TRACES: Generating Twitter stories via shared subspace and temporal smoothness.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Determining Relative Airport Threats from News and Social Media.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 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 Discovering Evolving Domain Related Spatio-Temporal Patterns in Twitter.
ISPRS Int. J. Geo-Information, 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

A topic-focused trust model for Twitter.
Computer Communications, 2016

An Unsupervised Approach to Anomaly Detection in Music Datasets.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 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

EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Automatic Outlier Detection in Music Genre Datasets.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

DERIV: Distributed In-Memory Brand Perception Tracking Framework.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

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

DISTL: Distributed In-Memory Spatio-Temporal Event-based Storyline Categorization Platform in Social Media.
Proceedings of the GISTAM 2016, 2016

Automatical Storyline Generation with Help from Twitter.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing.
Proceedings of the 2016 IEEE International Conference on Big Data, 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

Model-Based Forecasting of Significant Societal Events.
IEEE Intelligent Systems, 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

Steds: Social Media Based Transportation Event Detection with Text Summarization.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

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

DIFPL - Distributed Drone Flight Path Builder System.
Proceedings of the GISTAM 2015, 2015

Find the butterfly: a social media based arterial incidents detection and causality analysis system.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 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

A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams.
TKDD, 2014

On detecting spatial categorical outliers.
GeoInformatica, 2014

Misinformation Propagation in the Age of Twitter.
IEEE Computer, 2014


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

Shopaholic: a crowd-sourced spatio-temporal product-deals evaluation system (demo paper).
Proceedings of the 5th ACM SIGSPATIAL International Workshop on GeoStreaming, 2014

A search and summary application for traffic events detection based on Twitter data.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

TREADS: a safe route recommender using social media mining and text summarization.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

The EMBERS architecture for streaming predictive analytics.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

2013
A two-layer framework for appearance based recognition using spatial and discriminant influences.
Neurocomputing, 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

Deep Sparse Coding based Recursive Disaggregation Model for Water Conservation.
Proceedings of the IJCAI 2013, 2013

Kongress: a search and data mining application for U.S. congressional voting and Twitter data.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 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

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

An integrated framework for spatio-temporal-textual search and mining.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
A Graph-Based Approach to Detect Abnormal Spatial Points and Regions.
International Journal on Artificial Intelligence Tools, 2011

A framework for the expansion of spatial features based on semantic footprints.
Proceedings of the IEEE International Conference on Systems, 2011

DIME: Disposable Index for Moving Objects.
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 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

Community Situational Awareness and Resilience through Mobile Applications.
Proceedings of the IEEE 8th International Conference on e-Business Engineering, 2011

CROWDSAFE: crowd sourcing of crime incidents and safe routing on mobile devices.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 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

Learning from positive and unlabeled documents for automated detection of alternative splicing sentences in medline abstracts.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 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

Appearance Based Recognition Using Spatial and Discriminant Influence.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

C3: Concurrency control on continuous queries over moving objects.
Proceedings of the 26th International Conference on Data Engineering, 2010

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

A spatio-temporal-textual crime search engine.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

2009
GLIP: A Concurrency Control Protocol for Clipping Indexing.
IEEE Trans. Knowl. Data Eng., 2009

A Concurrency Control Protocol for Continuously Monitoring Moving Objects.
Proceedings of the MDM 2009, 2009

2008
Geography Markup Language (GML).
Proceedings of the Encyclopedia of GIS., 2008

Outlier Detection, Spatial.
Proceedings of the Encyclopedia of GIS., 2008

Outlier Detection.
Proceedings of the Encyclopedia of GIS., 2008

Concurrency Control for Spatial Access Method.
Proceedings of the Encyclopedia of GIS., 2008

Concurrency Control for Spatial Access.
Proceedings of the Encyclopedia of GIS., 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

Impersonator identification through dynamic fingerprinting.
Digital Investigation, 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

2007
Detecting and tracking regional outliers in meteorological data.
Inf. Sci., 2007

Advances in GML for Geospatial Applications.
GeoInformatica, 2007

Performance Evaluation of Desktop Search Engines.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Spatial Outlier Detection: A Graph-Based Approach.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

CLAM: concurrent location management for moving objects.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

2006
Spatial Weighted Outlier Detection.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

AOID: adaptive on-line incident detection system.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

AITVS: Advanced Interactive Traffic Visualization System.
Proceedings of the 22nd International Conference on Data Engineering, 2006

2005
Transportation data visualisation and mining for emergency management.
IJCIS, 2005

A Web-based Data Visualization and Analysis System for Watershed Management.
Annals of GIS, 2005

Making Data Mining Models Useful to Model Non-paying Customers of Exchange Carriers.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Exploiting efficient data mining techniques to enhance intrusion detection systems.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

2004
Multivariate Spatial Outlier Detection.
International Journal on Artificial Intelligence Tools, 2004

Analysis of Payment Transaction Security in Mobile Commerce.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

Web visualization of geo-spatial data using SVG and VRML/X3D.
Proceedings of the Third International Conference on Image and Graphics, 2004

Wavelet fuzzy classification for detecting and tracking region outliers in meteorological data.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004

Evaluating GML Support for Spatial Databases.
Proceedings of the 28th International Computer Software and Applications Conference (COMPSAC 2004), 2004

2003
A Unified Approach to Detecting Spatial Outliers.
GeoInformatica, 2003

Detecting Spatial Outliers with Multiple Attributes.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Algorithms for Spatial Outlier Detection.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Detecting region outliers in meteorological data.
Proceedings of the ACM-GIS 2003, 2003

2002
Efficient Join-Index-Based Spatial-Join Processing: A Clustering Approach.
IEEE Trans. Knowl. Data Eng., 2002

Detecting graph-based spatial outliers.
Intell. Data Anal., 2002

Data Mining for Selective Visualization of Large Spatial Datasets.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

2001
Detecting graph-based spatial outliers: algorithms and applications (a summary of results).
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

1999
Spatial Databases - Accomplishments and Research Needs.
IEEE Trans. Knowl. Data Eng., 1999

1998
Optimizing Join Index Based Join Processing: A Graph Partitioning Approach.
Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998


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