Arnold P. Boedihardjo

According to our database, Arnold P. Boedihardjo authored at least 55 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Synthetic Data and Hierarchical Object Detection in Overhead Imagery.

Nathan Clement, Alan Schoen, Arnold P. Boedihardjo, Andrew Jenkins

ACM Trans. Multim. Comput. Commun. Appl., April, 2024

2023

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Online and Distributed Robust Regressions with Extremely Noisy Labels.

Shuo Lei, Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu

ACM Trans. Knowl. Discov. Data, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2019

Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation.

Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu

ACM Trans. Knowl. Discov. Data, 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

Analyzing evolving stories in news articles.

Roberto Camacho Barranco, Arnold P. Boedihardjo, Mahmud Shahriar Hossain

Int. J. Data Sci. Anal., 2019

2018

GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns.

Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein

ACM Trans. Knowl. Discov. Data, 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

Preface: special issue on geo-social media analytics.

Feng Chen, Arnold P. Boedihardjo, Chang-Tien Lu

GeoInformatica, 2018

Robust Regression via Online Feature Selection Under Adversarial Data Corruption.

Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Stream Mining, Spatial.

Arnold P. Boedihardjo

Proceedings of the Encyclopedia of GIS., 2017

STAVIS 2.0: Mining Spatial Trajectories via Motifs.

Crystal Chen, Arnold P. Boedihardjo, Brian S. Jenkins, Charlotte L. Ellison, Jessica Lin, Pavel Senin, Tim Oates

Proceedings of the Advances in Spatial and Temporal Databases, 2017

Robust Regression via Heuristic Hard Thresholding.

Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multimodal Storytelling via Generative Adversarial Imitation Learning.

Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Online and Distributed Robust Regressions Under Adversarial Data Corruption.

Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data.

Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu, Naren Ramakrishnan

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.

Xuchao Zhang, Liang Zhao, Zhiqian Chen, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

TRACES: Generating Twitter stories via shared subspace and temporal smoothness.

Xuchao Zhang, Zhiqian Chen, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

A scalable model for tracking topical evolution in large document collections.

Sheikh Motahar Naim, Arnold P. Boedihardjo, Mahmud Shahriar Hossain

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

A framework for intelligence analysis using spatio-temporal storytelling.

Raimundo F. Dos Santos, Sumit Shah, Arnold P. Boedihardjo, Feng Chen, Chang-Tien Lu, Patrick Butler, Naren Ramakrishnan

GeoInformatica, 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, Chang-Tien Lu, Naren Ramakrishnan

GeoInformatica, 2016

Contextual Embedding for Distributed Representations of Entities in a Text Corpus.

Md. Abdul Kader, Arnold P. Boedihardjo, Sheikh Motahar Naim, Mahmud Shahriar Hossain

Proceedings of the 5th International Workshop on Big Data, 2016

RPM: Representative Pattern Mining for Efficient Time Series Classification.

Xing Wang, Jessica Lin, Pavel Senin, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein

Proceedings of the 19th International Conference on Extending Database Technology, 2016

Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing.

Xuchao Zhang, Zhiqian Chen, Weisheng Zhong, Arnold P. Boedihardjo, Chang-Tien Lu

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Encoding Lineage in Scholarly Articles.

Sheikh Motahar Naim, Md. Abdul Kader, Arnold P. Boedihardjo, Mahmud Shahriar Hossain

Proceedings of the Scholarly Big Data: AI Perspectives, 2016

Connecting the Dots Using Contextual Information Hidden in Text and Images.

Md. Abdul Kader, Sheikh Motahar Naim, Arnold P. Boedihardjo, Mahmud Shahriar Hossain

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Fast adaptive kernel density estimator for data streams.

Arnold P. Boedihardjo, Chang-Tien Lu, Feng Chen

Knowl. Inf. Syst., 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

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Time series anomaly discovery with grammar-based compression.

Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein

Proceedings of the 18th International Conference on Extending Database Technology, 2015

A Generative Model For Time Series Discretization Based On Multiple Normal Distributions.

Sunil Gandhi, Tim Oates, Arnold P. Boedihardjo, Crystal Chen, Jessica Lin, Pavel Senin, Susan Frankenstein, Xing Wang

Proceedings of the 8th Workshop on Ph.D. Workshop in Information and Knowledge Management, 2015

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

Evidence of spatial embedding in the IPv4 router-level Internet network.

Joshua Parker, Arnold P. Boedihardjo

CoRR, 2014

GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series.

Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein, Manfred Lerner

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Forecasting location-based events with spatio-temporal storytelling.

Raimundo F. Dos Santos, Sumit Shah, Feng Chen, Arnold P. Boedihardjo, Chang-Tien Lu, Naren Ramakrishnan

Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2014

2013

Computing Similarity between a Pair of Trajectories

Swaminathan Sankararaman, Pankaj K. Agarwal, Thomas Mølhave, Arnold P. Boedihardjo

CoRR, 2013

A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation.

Arnold P. Boedihardjo, Feng Chen, Haili Dong, Chang-Tien Lu, Bingsheng Wang

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Model-driven matching and segmentation of trajectories.

Swaminathan Sankararaman, Pankaj K. Agarwal, Thomas Mølhave, Jiangwei Pan, Arnold P. Boedihardjo

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

Motif discovery in spatial trajectories using grammar inference.

Tim Oates, Arnold P. Boedihardjo, Jessica Lin, Crystal Chen, Susan Frankenstein, Sunil Gandhi

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Efficient Algorithms for Mining Data Streams.

Arnold P. Boedihardjo

PhD thesis, 2012

Storytelling in entity networks to support intelligence analysts.

Mahmud Shahriar Hossain, Patrick Butler, Arnold P. Boedihardjo, Naren Ramakrishnan

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Signal Disaggregation via Sparse Coding with Featured Discriminative Dictionary.

Bingsheng Wang, Feng Chen, Haili Dong, Arnold P. Boedihardjo, Chang-Tien Lu

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

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

Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011

A framework for the expansion of spatial features based on semantic footprints.

Raimundo F. Dos Santos, Arnold P. Boedihardjo, Chang-Tien Lu

Proceedings of the IEEE International Conference on Systems, 2011

TerraNNI: natural neighbor interpolation on a 3D grid using a GPU.

Alex Beutel, Thomas Mølhave, Pankaj K. Agarwal, Arnold P. Boedihardjo, James A. Shine

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010

GLS-SOD: a generalized local statistical approach for spatial outlier detection.

Feng Chen, Chang-Tien Lu, Arnold P. Boedihardjo

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009

Hierarchical smoothed round robin scheduling in high-speed networks.

Arnold P. Boedihardjo, Yao Liang

IET Commun., 2009

2008

Stream Mining, Spatial.

Arnold P. Boedihardjo

Proceedings of the Encyclopedia of GIS., 2008

On Locally Linear Classification by Pairwise Coupling.

Feng Chen, Chang-Tien Lu, Arnold P. Boedihardjo

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

HOMES: highway operation monitoring and evaluation system.

Chang-Tien Lu, Arnold P. Boedihardjo, Jing Dai, Feng Chen

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.

Arnold P. Boedihardjo, Chang-Tien Lu, Feng Chen

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2006

AOID: adaptive on-line incident detection system.

Arnold P. Boedihardjo, Chang-Tien Lu

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

AITVS: Advanced Interactive Traffic Visualization System.

Chang-Tien Lu, Arnold P. Boedihardjo, Jinping Zheng

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Exploiting efficient data mining techniques to enhance intrusion detection systems.

Chang-Tien Lu, Arnold P. Boedihardjo, Prajwal Manalwar

Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005