Arnold P. Boedihardjo

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 32

Top Venues

CoRR

ACM Trans. Knowl. Discov. Data

IEEE BigData

GeoInformatica

Virginia Tech, Blacksburg, VA, USA (PHD)

Education History

Virginia Tech, Blacksburg, VA, USA

PHD

Publications

Nathan Clement, Alan Schoen, Arnold P. Boedihardjo, Andrew Jenkins
Synthetic Data and Hierarchical Object Detection in Overhead Imagery. ACM Trans. Multim. Comput. Commun. Appl. 20 (4) (2024)
Ronny Hänsch, Jacob Arndt, Dalton D. Lunga, Tyler Pedelose, Arnold P. Boedihardjo, Joshua Pfefferkorn, Desiree Petrie, Todd M. Bacastow
SpaceNet 8: Winning Approaches to Multi-Class Feature Segmentation from Satellite Imagery for Flood Disasters. IGARSS (2023)
Ronny Hänsch, Jacob Arndt, Dalton D. Lunga, Matthew Gibb, Tyler Pedelose, Arnold P. Boedihardjo, Desiree Petrie, Todd M. Bacastow
SpaceNet 8 - The Detection of Flooded Roads and Buildings. CVPR Workshops (2022)
Ronny Hänsch, Jacob Arndt, Matthew Gibb, Arnold P. Boedihardjo, Tyler Pedelose, Todd M. Bacastow
The SpaceNet 8 Challenge - From Foundation Mapping to Flood Detection. IGARSS (2022)
Shuo Lei, Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Online and Distributed Robust Regressions with Extremely Noisy Labels. ACM Trans. Knowl. Discov. Data 16 (3) (2022)
Nathan Clement, Alan Schoen, Arnold P. Boedihardjo, Andrew Jenkins
Synthetic Data and Hierarchical Object Detection in Overhead Imagery. CoRR (2021)
Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation. ACM Trans. Knowl. Discov. Data 13 (3) (2019)
Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Robust Regression via Online Feature Selection under Adversarial Data Corruption. CoRR (2019)
Roberto Camacho Barranco, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
Analyzing evolving stories in news articles. Int. J. Data Sci. Anal. 8 (3) (2019)
Md. Abdul Kader, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
F2ConText: how to extract holistic contexts of persons of interest for enhancing exploratory analysis. Knowl. Inf. Syst. 61 (1) (2019)
Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Robust Regression via Online Feature Selection Under Adversarial Data Corruption. ICDM (2018)
Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns. ACM Trans. Knowl. Discov. Data 12 (1) (2018)
Bingsheng Wang, Zhiqian Chen, Arnold P. Boedihardjo, Chang-Tien Lu
Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring. ACM Trans. Intell. Syst. Technol. 9 (4) (2018)
Feng Chen, Arnold P. Boedihardjo, Chang-Tien Lu
Preface: special issue on geo-social media analytics. GeoInformatica 22 (3) (2018)
Crystal Chen, Arnold P. Boedihardjo, Brian S. Jenkins, Charlotte L. Ellison, Jessica Lin, Pavel Senin, Tim Oates
STAVIS 2.0: Mining Spatial Trajectories via Motifs. SSTD (2017)
Sheikh Motahar Naim, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
A scalable model for tracking topical evolution in large document collections. IEEE BigData (2017)
Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Online and Distributed Robust Regressions under Adversarial Data Corruption. CoRR (2017)
Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu, Naren Ramakrishnan
Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data. CIKM (2017)
Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Online and Distributed Robust Regressions Under Adversarial Data Corruption. ICDM (2017)
Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
Robust Regression via Heuristic Hard Thresholding. IJCAI (2017)
Roberto Camacho Barranco, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
Analyzing Evolving Stories in News Articles. CoRR (2017)
Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu
Multimodal Storytelling via Generative Adversarial Imitation Learning. IJCAI (2017)
Xuchao Zhang, Zhiqian Chen, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu
TRACES: Generating Twitter stories via shared subspace and temporal smoothness. IEEE BigData (2017)
Xuchao Zhang, Liang Zhao, Zhiqian Chen, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu
Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics. IEEE BigData (2017)
Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu
Multimodal Storytelling via Generative Adversarial Imitation Learning. CoRR (2017)
Xuchao Zhang, Zhiqian Chen, Weisheng Zhong, Arnold P. Boedihardjo, Chang-Tien Lu
Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing. IEEE BigData (2016)
Sheikh Motahar Naim, Md. Abdul Kader, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
Encoding Lineage in Scholarly Articles. AAAI Workshop: Scholarly Big Data (2016)
Raimundo F. Dos Santos, Arnold P. Boedihardjo, Sumit Shah, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
The big data of violent events: algorithms for association analysis using spatio-temporal storytelling. GeoInformatica 20 (4) (2016)
Raimundo F. Dos Santos, Sumit Shah, Arnold P. Boedihardjo, Feng Chen, Chang-Tien Lu, Patrick Butler, Naren Ramakrishnan
A framework for intelligence analysis using spatio-temporal storytelling. GeoInformatica 20 (2) (2016)
Md. Abdul Kader, Sheikh Motahar Naim, Arnold P. Boedihardjo, Mahmud Shahriar Hossain
Connecting the Dots Using Contextual Information Hidden in Text and Images. AAAI (2016)
Xing Wang, Jessica Lin, Pavel Senin, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
RPM: Representative Pattern Mining for Efficient Time Series Classification. EDBT (2016)
Md. Abdul Kader, Arnold P. Boedihardjo, Sheikh Motahar Naim, Mahmud Shahriar Hossain
Contextual Embedding for Distributed Representations of Entities in a Text Corpus. BigMine (2016)
Kaiqun Fu, Weisheng Zhong, Chang-Tien Lu, Arnold P. Boedihardjo
Find the butterfly: a social media based arterial incidents detection and causality analysis system. SIGSPATIAL/GIS (2015)
Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
Time series anomaly discovery with grammar-based compression. EDBT (2015)
Arnold P. Boedihardjo, Chang-Tien Lu, Feng Chen
Fast adaptive kernel density estimator for data streams. Knowl. Inf. Syst. 42 (2) (2015)
Sunil Gandhi, Tim Oates, Arnold P. Boedihardjo, Crystal Chen, Jessica Lin, Pavel Senin, Susan Frankenstein, Xing Wang
A Generative Model For Time Series Discretization Based On Multiple Normal Distributions. PIKM@CIKM (2015)
Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein, Manfred Lerner
GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series. ECML/PKDD (3) (2014)
Raimundo F. Dos Santos, Sumit Shah, Feng Chen, Arnold P. Boedihardjo, Chang-Tien Lu, Naren Ramakrishnan
Forecasting location-based events with spatio-temporal storytelling. LBSN@SIGSPATIAL/GIS (2014)
Joshua Parker, Arnold P. Boedihardjo
Evidence of spatial embedding in the IPv4 router-level Internet network. CoRR (2014)
Arnold P. Boedihardjo, Chang-Tien Lu, Bingsheng Wang
A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams. ACM Trans. Knowl. Discov. Data 9 (1) (2014)
Arnold P. Boedihardjo, Feng Chen, Haili Dong, Chang-Tien Lu, Bingsheng Wang
A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation. SDM (2013)
Swaminathan Sankararaman, Pankaj K. Agarwal, Thomas Mølhave, Jiangwei Pan, Arnold P. Boedihardjo
Model-driven matching and segmentation of trajectories. SIGSPATIAL/GIS (2013)
Swaminathan Sankararaman, Pankaj K. Agarwal, Thomas Mølhave, Arnold P. Boedihardjo
Computing Similarity between a Pair of Trajectories CoRR (2013)
Tim Oates, Arnold P. Boedihardjo, Jessica Lin, Crystal Chen, Susan Frankenstein, Sunil Gandhi
Motif discovery in spatial trajectories using grammar inference. CIKM (2013)
Bingsheng Wang, Haili Dong, Arnold P. Boedihardjo, Chang-Tien Lu, Harland Yu, Ing-Ray Chen, Jing Dai
An integrated framework for spatio-temporal-textual search and mining. SIGSPATIAL/GIS (2012)
Mahmud Shahriar Hossain, Patrick Butler, Arnold P. Boedihardjo, Naren Ramakrishnan
Storytelling in entity networks to support intelligence analysts. KDD (2012)
Bingsheng Wang, Feng Chen, Haili Dong, Arnold P. Boedihardjo, Chang-Tien Lu
Signal Disaggregation via Sparse Coding with Featured Discriminative Dictionary. ICDM (2012)
Alex Beutel, Thomas Mølhave, Pankaj K. Agarwal, Arnold P. Boedihardjo, James A. Shine
TerraNNI: natural neighbor interpolation on a 3D grid using a GPU. GIS (2011)
Raimundo F. Dos Santos, Arnold P. Boedihardjo, Chang-Tien Lu
A framework for the expansion of spatial features based on semantic footprints. SMC (2011)
Feng Chen, Chang-Tien Lu, Arnold P. Boedihardjo
GLS-SOD: a generalized local statistical approach for spatial outlier detection. KDD (2010)
Arnold P. Boedihardjo, Yao Liang
Hierarchical smoothed round robin scheduling in high-speed networks. IET Commun. 3 (9) (2009)
Arnold P. Boedihardjo, Chang-Tien Lu, Feng Chen
A framework for estimating complex probability density structures in data streams. CIKM (2008)
Feng Chen, Chang-Tien Lu, Arnold P. Boedihardjo
On Locally Linear Classification by Pairwise Coupling. ICDM (2008)
Chang-Tien Lu, Arnold P. Boedihardjo, Jing Dai, Feng Chen
HOMES: highway operation monitoring and evaluation system. GIS (2008)
Chang-Tien Lu, Arnold P. Boedihardjo, Jinping Zheng
AITVS: Advanced Interactive Traffic Visualization System. ICDE (2006)
Arnold P. Boedihardjo, Chang-Tien Lu
AOID: adaptive on-line incident detection system. ITSC (2006)
Chang-Tien Lu, Arnold P. Boedihardjo, Prajwal Manalwar
Exploiting efficient data mining techniques to enhance intrusion detection systems. IRI (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Arnold P. Boedihardjo