Exploiting efficient data mining techniques to enhance intrusion detection systems. - Chang-Tien Lu; Arnold P. Boedihardjo; Prajwal Manalwar (IRI, 2005)

AITVS: Advanced Interactive Traffic Visualization System. - Chang-Tien Lu; Arnold P. Boedihardjo; Jinping Zheng (ICDE, 2006)

AOID: adaptive on-line incident detection system. - Arnold P. Boedihardjo; Chang-Tien Lu (ITSC, 2006)

A framework for estimating complex probability density structures in data streams. - Arnold P. Boedihardjo; Chang-Tien Lu; Feng Chen 001 (CIKM, 2008)

HOMES: highway operation monitoring and evaluation system. - Chang-Tien Lu; Arnold P. Boedihardjo; Jing Dai; Feng Chen 001 (GIS, 2008)

On Locally Linear Classification by Pairwise Coupling. - Feng Chen 001; Chang-Tien Lu; Arnold P. Boedihardjo (ICDM, 2008)

Stream Mining, Spatial. - Arnold P. Boedihardjo (Encyclopedia of GIS, 2008)

Hierarchical smoothed round robin scheduling in high-speed networks. - Arnold P. Boedihardjo; Yao Liang (IET Commun., 2009)

GLS-SOD: a generalized local statistical approach for spatial outlier detection. - Feng Chen 001; Chang-Tien Lu; Arnold P. Boedihardjo (KDD, 2010)

TerraNNI: natural neighbor interpolation on a 3D grid using a GPU. - Alex Beutel; Thomas Mølhave; Pankaj K. Agarwal; Arnold P. Boedihardjo; James A. Shine (GIS, 2011)

A framework for the expansion of spatial features based on semantic footprints. - Raimundo F. Dos Santos; Arnold P. Boedihardjo; Chang-Tien Lu (SMC, 2011)

An integrated framework for spatio-temporal-textual search and mining. - Bingsheng Wang; Haili Dong; Arnold P. Boedihardjo; Chang-Tien Lu; Harland Yu; Ing-Ray Chen; Jing Dai (SIGSPATIAL/GIS, 2012)

Signal Disaggregation via Sparse Coding with Featured Discriminative Dictionary. - Bingsheng Wang; Feng Chen 001; Haili Dong; Arnold P. Boedihardjo; Chang-Tien Lu (ICDM, 2012)

Storytelling in entity networks to support intelligence analysts. - Mahmud Shahriar Hossain; Patrick Butler; Arnold P. Boedihardjo; Naren Ramakrishnan (KDD, 2012)

Efficient Algorithms for Mining Data Streams. - Arnold P. Boedihardjo (2012)

Motif discovery in spatial trajectories using grammar inference. - Tim Oates 001; Arnold P. Boedihardjo; Jessica Lin 001; Crystal Chen; Susan Frankenstein; Sunil Gandhi (CIKM, 2013)

Model-driven matching and segmentation of trajectories. - Swaminathan Sankararaman; Pankaj K. Agarwal; Thomas Mølhave; Jiangwei Pan; Arnold P. Boedihardjo (SIGSPATIAL/GIS, 2013)

A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation. - Arnold P. Boedihardjo; Feng Chen 001; Haili Dong; Chang-Tien Lu; Bingsheng Wang (SDM, 2013)

Computing Similarity between a Pair of Trajectories - Swaminathan Sankararaman; Pankaj K. Agarwal; Thomas Mølhave; Arnold P. Boedihardjo (CoRR, 2013)

Forecasting location-based events with spatio-temporal storytelling. - Raimundo F. Dos Santos; Sumit Shah; Feng Chen 001; Arnold P. Boedihardjo; Chang-Tien Lu; Naren Ramakrishnan (LBSN@SIGSPATIAL/GIS, 2014)

GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein; Manfred Lerner (ECML/PKDD (3), 2014)

Evidence of spatial embedding in the IPv4 router-level Internet network. - Joshua Parker; Arnold P. Boedihardjo (CoRR, 2014)

A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams. - Arnold P. Boedihardjo; Chang-Tien Lu; Bingsheng Wang (ACM Trans. Knowl. Discov. Data, 2014)

A Generative Model For Time Series Discretization Based On Multiple Normal Distributions. - Sunil Gandhi; Tim Oates 001; Arnold P. Boedihardjo; Crystal Chen; Jessica Lin 001; Pavel Senin; Susan Frankenstein; Xing Wang 011 (PIKM@CIKM, 2015)

Time series anomaly discovery with grammar-based compression. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (EDBT, 2015)

Find the butterfly: a social media based arterial incidents detection and causality analysis system. - Kaiqun Fu; Weisheng Zhong; Chang-Tien Lu; Arnold P. Boedihardjo (SIGSPATIAL/GIS, 2015)

Fast adaptive kernel density estimator for data streams. - Arnold P. Boedihardjo; Chang-Tien Lu; Feng Chen 001 (Knowl. Inf. Syst., 2015)

Connecting the Dots Using Contextual Information Hidden in Text and Images. - Md. Abdul Kader; Sheikh Motahar Naim; Arnold P. Boedihardjo; Mahmud Shahriar Hossain (AAAI, 2016)

Encoding Lineage in Scholarly Articles. - Sheikh Motahar Naim; Md. Abdul Kader; Arnold P. Boedihardjo; Mahmud Shahriar Hossain (AAAI Workshop: Scholarly Big Data, 2016)

Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing. - Xuchao Zhang; Zhiqian Chen; Weisheng Zhong; Arnold P. Boedihardjo; Chang-Tien Lu (IEEE BigData, 2016)

RPM: Representative Pattern Mining for Efficient Time Series Classification. - Xing Wang 011; Jessica Lin 001; Pavel Senin; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (EDBT, 2016)

Contextual Embedding for Distributed Representations of Entities in a Text Corpus. - Md. Abdul Kader; Arnold P. Boedihardjo; Sheikh Motahar Naim; Mahmud Shahriar Hossain (BigMine, 2016)

The big data of violent events: algorithms for association analysis using spatio-temporal storytelling. - Raimundo F. Dos Santos; Arnold P. Boedihardjo; Sumit Shah; Feng Chen 001; Chang-Tien Lu; Naren Ramakrishnan (GeoInformatica, 2016)

A framework for intelligence analysis using spatio-temporal storytelling. - Raimundo F. Dos Santos; Sumit Shah; Arnold P. Boedihardjo; Feng Chen 001; Chang-Tien Lu; Patrick Butler; Naren Ramakrishnan (GeoInformatica, 2016)

A scalable model for tracking topical evolution in large document collections. - Sheikh Motahar Naim; Arnold P. Boedihardjo; Mahmud Shahriar Hossain (IEEE BigData, 2017)

TRACES: Generating Twitter stories via shared subspace and temporal smoothness. - Xuchao Zhang; Zhiqian Chen; Liang Zhao 002; Arnold P. Boedihardjo; Chang-Tien Lu (IEEE BigData, 2017)

Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics. - Xuchao Zhang; Liang Zhao 002; Zhiqian Chen; Arnold P. Boedihardjo; Jing Dai; Chang-Tien Lu (IEEE BigData, 2017)

Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data. - Xuchao Zhang; Liang Zhao 002; Arnold P. Boedihardjo; Chang-Tien Lu; Naren Ramakrishnan (CIKM, 2017)

Online and Distributed Robust Regressions Under Adversarial Data Corruption. - Xuchao Zhang; Liang Zhao 002; Arnold P. Boedihardjo; Chang-Tien Lu (ICDM, 2017)

Multimodal Storytelling via Generative Adversarial Imitation Learning. - Zhiqian Chen; Xuchao Zhang; Arnold P. Boedihardjo; Jing Dai; Chang-Tien Lu (IJCAI, 2017)

Robust Regression via Heuristic Hard Thresholding. - Xuchao Zhang; Liang Zhao 002; Arnold P. Boedihardjo; Chang-Tien Lu (IJCAI, 2017)

STAVIS 2.0: Mining Spatial Trajectories via Motifs. - Crystal Chen; Arnold P. Boedihardjo; Brian S. Jenkins; Charlotte L. Ellison; Jessica Lin 001; Pavel Senin; Tim Oates 001 (SSTD, 2017)

Stream Mining, Spatial. - Arnold P. Boedihardjo (Encyclopedia of GIS, 2017)

Robust Regression via Online Feature Selection Under Adversarial Data Corruption. - Xuchao Zhang; Shuo Lei; Liang Zhao 002; Arnold P. Boedihardjo; Chang-Tien Lu (ICDM, 2018)

Preface: special issue on geo-social media analytics. - Feng Chen 001; Arnold P. Boedihardjo; Chang-Tien Lu (GeoInformatica, 2018)

Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring. - Bingsheng Wang; Zhiqian Chen; Arnold P. Boedihardjo; Chang-Tien Lu (ACM Trans. Intell. Syst. Technol., 2018)

GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (ACM Trans. Knowl. Discov. Data, 2018)

Analyzing evolving stories in news articles. - Roberto Camacho Barranco; Arnold P. Boedihardjo; Mahmud Shahriar Hossain (Int. J. Data Sci. Anal., 2019)

F2ConText: how to extract holistic contexts of persons of interest for enhancing exploratory analysis. - Md. Abdul Kader; Arnold P. Boedihardjo; Mahmud Shahriar Hossain (Knowl. Inf. Syst., 2019)

Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation. - Xuchao Zhang; Shuo Lei; Liang Zhao 002; Arnold P. Boedihardjo; Chang-Tien Lu (ACM Trans. Knowl. Discov. Data, 2019)

SpaceNet 8 - The Detection of Flooded Roads and Buildings. - Ronny Hänsch; Jacob Arndt; Dalton D. Lunga; Matthew Gibb; Tyler Pedelose; Arnold P. Boedihardjo; Desiree Petrie; Todd M. Bacastow (CVPR Workshops, 2022)

The SpaceNet 8 Challenge - From Foundation Mapping to Flood Detection. - Ronny Hänsch; Jacob Arndt; Matthew Gibb; Arnold P. Boedihardjo; Tyler Pedelose; Todd M. Bacastow (IGARSS, 2022)

Online and Distributed Robust Regressions with Extremely Noisy Labels. - Shuo Lei; Xuchao Zhang; Liang Zhao 002; Arnold P. Boedihardjo; Chang-Tien Lu (ACM Trans. Knowl. Discov. Data, 2022)

SpaceNet 8: Winning Approaches to Multi-Class Feature Segmentation from Satellite Imagery for Flood Disasters. - Ronny Hänsch; Jacob Arndt; Dalton D. Lunga; Tyler Pedelose; Arnold P. Boedihardjo; Joshua Pfefferkorn; Desiree Petrie; Todd M. Bacastow (IGARSS, 2023)

Synthetic Data and Hierarchical Object Detection in Overhead Imagery. - Nathan Clement; Alan Schoen; Arnold P. Boedihardjo; Andrew Jenkins (ACM Trans. Multim. Comput. Commun. Appl., 2024)