Arnold P. Boedihardjo

60 papers A* 10A 4B 4C 2Misc 1Journal 20Unranked 16

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Synthetic Data and Hierarchical Object Detection in Overhead Imagery. ACM Trans. Multim. Comput. Commun. Appl. Nathan Clement, Alan Schoen, Arnold P. Boedihardjo, Andrew Jenkins
2023	C	`conf`	SpaceNet 8: Winning Approaches to Multi-Class Feature Segmentation from Satellite Imagery for Flood Disasters. IGARSS Ronny Hänsch, Jacob Arndt, Dalton D. Lunga, Tyler Pedelose, Arnold P. Boedihardjo, Joshua Pfefferkorn, Desiree Petrie, Todd M. Bacastow
2022	J	`jnl`	Online and Distributed Robust Regressions with Extremely Noisy Labels. ACM Trans. Knowl. Discov. Data Shuo Lei, Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
2022	—	`conf`	SpaceNet 8 - The Detection of Flooded Roads and Buildings. CVPR Workshops Ronny Hänsch, Jacob Arndt, Dalton D. Lunga, Matthew Gibb, Tyler Pedelose, Arnold P. Boedihardjo, Desiree Petrie, Todd M. Bacastow
2022	C	`conf`	The SpaceNet 8 Challenge - From Foundation Mapping to Flood Detection. IGARSS Ronny Hänsch, Jacob Arndt, Matthew Gibb, Arnold P. Boedihardjo, Tyler Pedelose, Todd M. Bacastow
2021	J	`jnl`	Synthetic Data and Hierarchical Object Detection in Overhead Imagery. CoRR Nathan Clement, Alan Schoen, Arnold P. Boedihardjo, Andrew Jenkins
2019	J	`jnl`	Analyzing evolving stories in news articles. Int. J. Data Sci. Anal. Roberto Camacho Barranco, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
2019	J	`jnl`	F2ConText: how to extract holistic contexts of persons of interest for enhancing exploratory analysis. Knowl. Inf. Syst. Md. Abdul Kader, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
2019	J	`jnl`	Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation. ACM Trans. Knowl. Discov. Data Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
2019	J	`jnl`	Robust Regression via Online Feature Selection under Adversarial Data Corruption. CoRR Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
2018	J	`jnl`	GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns. ACM Trans. Knowl. Discov. Data Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
2018	J	`jnl`	Preface: special issue on geo-social media analytics. GeoInformatica Feng Chen, Arnold P. Boedihardjo, Chang-Tien Lu
2018	A*	`conf`	Robust Regression via Online Feature Selection Under Adversarial Data Corruption. ICDM Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
2018	J	`jnl`	Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring. ACM Trans. Intell. Syst. Technol. Bingsheng Wang, Zhiqian Chen, Arnold P. Boedihardjo, Chang-Tien Lu
2017	—	`conf`	A scalable model for tracking topical evolution in large document collections. IEEE BigData Sheikh Motahar Naim, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
2017	J	`jnl`	Analyzing Evolving Stories in News Articles. CoRR Roberto Camacho Barranco, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
2017	A*	`conf`	Multimodal Storytelling via Generative Adversarial Imitation Learning. IJCAI Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu
2017	J	`jnl`	Multimodal Storytelling via Generative Adversarial Imitation Learning. CoRR Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu
2017	A*	`conf`	Online and Distributed Robust Regressions Under Adversarial Data Corruption. ICDM Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
2017	J	`jnl`	Online and Distributed Robust Regressions under Adversarial Data Corruption. CoRR Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
2017	A*	`conf`	Robust Regression via Heuristic Hard Thresholding. IJCAI Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
2017	B	`conf`	STAVIS 2.0: Mining Spatial Trajectories via Motifs. SSTD Crystal Chen, Arnold P. Boedihardjo, Brian S. Jenkins, Charlotte L. Ellison, Jessica Lin, Pavel Senin, Tim Oates
2017	A	`conf`	Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data. CIKM Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu, Naren Ramakrishnan
2017	—	`ch.`	Stream Mining, Spatial. Encyclopedia of GIS Arnold P. Boedihardjo
2017	—	`conf`	TRACES: Generating Twitter stories via shared subspace and temporal smoothness. IEEE BigData Xuchao Zhang, Zhiqian Chen, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
2017	—	`conf`	Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics. IEEE BigData Xuchao Zhang, Liang Zhao, Zhiqian Chen, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu
2016	J	`jnl`	A framework for intelligence analysis using spatio-temporal storytelling. GeoInformatica Raimundo F. Dos Santos, Sumit Shah, Arnold P. Boedihardjo, Feng Chen, Chang-Tien Lu, Patrick Butler, Naren Ramakrishnan
2016	A*	`conf`	Connecting the Dots Using Contextual Information Hidden in Text and Images. AAAI Md. Abdul Kader, Sheikh Motahar Naim, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
2016	—	`conf`	Contextual Embedding for Distributed Representations of Entities in a Text Corpus. BigMine Md. Abdul Kader, Arnold P. Boedihardjo, Sheikh Motahar Naim, Mahmud Shahriar Hossain
2016	—	`conf`	Encoding Lineage in Scholarly Articles. AAAI Workshop: Scholarly Big Data Sheikh Motahar Naim, Md. Abdul Kader, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
2016	B	`conf`	RPM: Representative Pattern Mining for Efficient Time Series Classification. EDBT Xing Wang, Jessica Lin, Pavel Senin, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
2016	—	`conf`	Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing. IEEE BigData Xuchao Zhang, Zhiqian Chen, Weisheng Zhong, Arnold P. Boedihardjo, Chang-Tien Lu
2016	J	`jnl`	The big data of violent events: algorithms for association analysis using spatio-temporal storytelling. GeoInformatica Raimundo F. Dos Santos, Arnold P. Boedihardjo, Sumit Shah, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2015	—	`conf`	A Generative Model For Time Series Discretization Based On Multiple Normal Distributions. PIKM@CIKM Sunil Gandhi, Tim Oates, Arnold P. Boedihardjo, Crystal Chen, Jessica Lin, Pavel Senin, Susan Frankenstein, Xing Wang
2015	J	`jnl`	Fast adaptive kernel density estimator for data streams. Knowl. Inf. Syst. Arnold P. Boedihardjo, Chang-Tien Lu, Feng Chen
2015	—	`conf`	Find the butterfly: a social media based arterial incidents detection and causality analysis system. SIGSPATIAL/GIS Kaiqun Fu, Weisheng Zhong, Chang-Tien Lu, Arnold P. Boedihardjo
2015	B	`conf`	Time series anomaly discovery with grammar-based compression. EDBT Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
2014	J	`jnl`	A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams. ACM Trans. Knowl. Discov. Data Arnold P. Boedihardjo, Chang-Tien Lu, Bingsheng Wang
2014	J	`jnl`	Evidence of spatial embedding in the IPv4 router-level Internet network. CoRR Joshua Parker, Arnold P. Boedihardjo
2014	—	`conf`	Forecasting location-based events with spatio-temporal storytelling. LBSN@SIGSPATIAL/GIS Raimundo F. Dos Santos, Sumit Shah, Feng Chen, Arnold P. Boedihardjo, Chang-Tien Lu, Naren Ramakrishnan
2014	—	`conf`	GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series. ECML/PKDD (3) Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein, Manfred Lerner
2013	A	`conf`	A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation. SDM Arnold P. Boedihardjo, Feng Chen, Haili Dong, Chang-Tien Lu, Bingsheng Wang
2013	J	`jnl`	Computing Similarity between a Pair of Trajectories CoRR Swaminathan Sankararaman, Pankaj K. Agarwal, Thomas Mølhave, Arnold P. Boedihardjo
2013	—	`conf`	Model-driven matching and segmentation of trajectories. SIGSPATIAL/GIS Swaminathan Sankararaman, Pankaj K. Agarwal, Thomas Mølhave, Jiangwei Pan, Arnold P. Boedihardjo
2013	A	`conf`	Motif discovery in spatial trajectories using grammar inference. CIKM Tim Oates, Arnold P. Boedihardjo, Jessica Lin, Crystal Chen, Susan Frankenstein, Sunil Gandhi
2012	—	`conf`	An integrated framework for spatio-temporal-textual search and mining. SIGSPATIAL/GIS Bingsheng Wang, Haili Dong, Arnold P. Boedihardjo, Chang-Tien Lu, Harland Yu, Ing-Ray Chen, Jing Dai
2012	—	`—`	Efficient Algorithms for Mining Data Streams. Arnold P. Boedihardjo
2012	A*	`conf`	Signal Disaggregation via Sparse Coding with Featured Discriminative Dictionary. ICDM Bingsheng Wang, Feng Chen, Haili Dong, Arnold P. Boedihardjo, Chang-Tien Lu
2012	A*	`conf`	Storytelling in entity networks to support intelligence analysts. KDD Mahmud Shahriar Hossain, Patrick Butler, Arnold P. Boedihardjo, Naren Ramakrishnan
2011	B	`conf`	A framework for the expansion of spatial features based on semantic footprints. SMC Raimundo F. Dos Santos, Arnold P. Boedihardjo, Chang-Tien Lu
2011	—	`conf`	TerraNNI: natural neighbor interpolation on a 3D grid using a GPU. GIS Alex Beutel, Thomas Mølhave, Pankaj K. Agarwal, Arnold P. Boedihardjo, James A. Shine
2010	A*	`conf`	GLS-SOD: a generalized local statistical approach for spatial outlier detection. KDD Feng Chen, Chang-Tien Lu, Arnold P. Boedihardjo
2009	J	`jnl`	Hierarchical smoothed round robin scheduling in high-speed networks. IET Commun. Arnold P. Boedihardjo, Yao Liang
2008	A	`conf`	A framework for estimating complex probability density structures in data streams. CIKM Arnold P. Boedihardjo, Chang-Tien Lu, Feng Chen
2008	—	`conf`	HOMES: highway operation monitoring and evaluation system. GIS Chang-Tien Lu, Arnold P. Boedihardjo, Jing Dai, Feng Chen
2008	A*	`conf`	On Locally Linear Classification by Pairwise Coupling. ICDM Feng Chen, Chang-Tien Lu, Arnold P. Boedihardjo
2008	—	`ch.`	Stream Mining, Spatial. Encyclopedia of GIS Arnold P. Boedihardjo
2006	A*	`conf`	AITVS: Advanced Interactive Traffic Visualization System. ICDE Chang-Tien Lu, Arnold P. Boedihardjo, Jinping Zheng
2006	—	`conf`	AOID: adaptive on-line incident detection system. ITSC Arnold P. Boedihardjo, Chang-Tien Lu
2005	Misc	`conf`	Exploiting efficient data mining techniques to enhance intrusion detection systems. IRI Chang-Tien Lu, Arnold P. Boedihardjo, Prajwal Manalwar