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Chang-Tien Lu, Ph.D. - Publications

Affiliations: 
2001 University of Minnesota, Twin Cities, Minneapolis, MN 
Area:
Computer Science
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30 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Dabiri S, Lu C, Heaslip K, Reddy CK. Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data Ieee Transactions On Knowledge and Data Engineering. 32: 1010-1023. DOI: 10.1109/Tkde.2019.2896985  0.317
2020 Zhao L, Chen J, Chen F, Jin F, Wang W, Lu C, Ramakrishnan N. Online flu epidemiological deep modeling on disease contact network Geoinformatica. 24: 443-475. DOI: 10.1007/S10707-019-00376-9  0.316
2019 Zhang X, Lei S, Zhao L, Boedihardjo AP, Lu C. Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation Acm Transactions On Knowledge Discovery From Data. 13: 28. DOI: 10.1145/3314105  0.336
2018 Wang B, Chen Z, Boedihardjo AP, Lu C. Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring Acm Transactions On Intelligent Systems and Technology. 9: 39. DOI: 10.1145/3141770  0.321
2017 Shukla M, Santos RFD, Fong A, Lu C. DERIV: distributed brand perception tracking framework Journal of Big Data. 4: 17. DOI: 10.1186/S40537-017-0078-3  0.322
2017 Liu X, Chen F, Lu Y, Lu C. Spatial Prediction for Multivariate Non-Gaussian Data Acm Transactions On Knowledge Discovery From Data. 11: 36. DOI: 10.1145/3022669  0.39
2017 Zhao L, Sun Q, Ye J, Chen F, Lu C, Ramakrishnan N. Feature Constrained Multi-Task Learning Models for Spatiotemporal Event Forecasting Ieee Transactions On Knowledge and Data Engineering. 29: 1059-1072. DOI: 10.1109/Tkde.2017.2657624  0.389
2016 Shi Y, Deng M, Yang X, Liu Q, Zhao L, Lu C. A Framework for Discovering Evolving Domain Related Spatio-Temporal Patterns in Twitter Isprs International Journal of Geo-Information. 5: 193. DOI: 10.3390/Ijgi5100193  0.414
2016 Zhao L, Chen F, Lu C, Ramakrishnan N. Online Spatial Event Forecasting in Microblogs Acm Transactions On Spatial Algorithms and Systems. 2: 1-39. DOI: 10.1145/2997642  0.388
2016 Hua T, Zhao L, Chen F, Lu C, Ramakrishnan N. How events unfold Sigspatial Special. 7: 19-25. DOI: 10.1145/2876480.2876485  0.321
2016 Lu YC, Chen F, Wang Y, Lu CT. Discovering anomalies on mixed-type data using a generalized Student-t based approach Ieee Transactions On Knowledge and Data Engineering. 28: 2582-2595. DOI: 10.1109/Tkde.2016.2583429  0.358
2016 Zhao L, Hua T, Lu CT, Chen IR. A topic-focused trust model for Twitter Computer Communications. 76: 1-11. DOI: 10.1016/J.Comcom.2015.08.001  0.343
2016 Hua T, Chen F, Zhao L, Lu CT, Ramakrishnan N. Automatic targeted-domain spatiotemporal event detection in twitter Geoinformatica. 20: 765-795. DOI: 10.1007/S10707-016-0263-0  0.348
2016 Dos Santos RF, Boedihardjo A, Shah S, Chen F, Lu C, Ramakrishnan N. The big data of violent events: algorithms for association analysis using spatio-temporal storytelling Geoinformatica. 20: 879-921. DOI: 10.1007/S10707-016-0247-0  0.409
2015 Dos Santos RF, Shah S, Boedihardjo A, Chen F, Lu CT, Butler P, Ramakrishnan N. A framework for intelligence analysis using spatio-temporal storytelling Geoinformatica. DOI: 10.1007/S10707-015-0236-8  0.38
2015 Boedihardjo AP, Lu C, Chen F. Fast adaptive kernel density estimator for data streams Knowledge and Information Systems. 42: 285-317. DOI: 10.1007/S10115-013-0712-0  0.364
2014 Zhao L, Chen F, Dai J, Hua T, Lu CT, Ramakrishnan N. Unsupervised spatial event detection in targeted domains with applications to civil unrest modeling. Plos One. 9: e110206. PMID 25350136 DOI: 10.1371/Journal.Pone.0110206  0.391
2014 Boedihardjo AP, Lu C, Wang B. A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams Acm Transactions On Knowledge Discovery From Data. 9: 2. DOI: 10.1145/2629618  0.357
2014 Liu X, Chen F, Lu C. On detecting spatial categorical outliers Geoinformatica. 18: 501-536. DOI: 10.1007/S10707-013-0188-9  0.431
2013 Li Q, Lu C. A two-layer framework for appearance based recognition using spatial and discriminant influences Neurocomputing. 119: 425-433. DOI: 10.1016/J.Neucom.2013.03.015  0.321
2012 Santos RFD, Boedihardjo AP, Lu C. Towards ontological similarity for spatial hierarchies Quest. 26-33. DOI: 10.1145/2442985.2442989  0.369
2011 Lu C, Santos RFD, Liu X, Kou Y. A Graph-Based Approach To Detect Abnormal Spatial Points And Regions International Journal On Artificial Intelligence Tools. 20: 721-751. DOI: 10.1142/S0218213011000309  0.442
2008 Chen D, Lu C, Kou Y, Chen F. On Detecting Spatial Outliers Geoinformatica. 12: 455-475. DOI: 10.1007/S10707-007-0038-8  0.442
2007 Lu C, Kou Y, Zhao J, Chen L. Detecting and tracking regional outliers in meteorological data Information Sciences. 177: 1609-1632. DOI: 10.1016/J.Ins.2006.09.013  0.407
2005 Kou Y, Lu C, Godrej A, Grizzard T, Post H. A Web-based Data Visualization and Analysis System for Watershed Management Annals of Gis: Geographic Information Sciences. 11: 40-49. DOI: 10.1080/10824000509480599  0.312
2004 Lu C, Liang LR. Wavelet fuzzy classification for detecting and tracking region outliers in meteorological data International Journal of Geographical Information Science. 258-265. DOI: 10.1145/1032222.1032260  0.341
2004 Lu C, Chen D, Kou Y. Multivariate Spatial Outlier Detection International Journal On Artificial Intelligence Tools. 13: 801-811. DOI: 10.1142/S021821300400182X  0.427
2003 Shekhar S, Lu C, Zhang P. A Unified Approach to Detecting Spatial Outliers Geoinformatica. 7: 139-166. DOI: 10.1023/A:1023455925009  0.634
2002 Shekhar S, Lu C, Chawla S, Ravada S. Efficient join-index-based spatial-join processing: a clustering approach Ieee Transactions On Knowledge and Data Engineering. 14: 1400-1421. DOI: 10.1109/Tkde.2002.1047776  0.528
1999 Shekhar S, Chawla S, Ravada S, Fetterer A, Liu X, Lu C. Spatial databases-accomplishments and research needs Ieee Transactions On Knowledge and Data Engineering. 11: 45-55. DOI: 10.1109/69.755614  0.557
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