Huy T. Vo

J. Big Data, 2022

2021

Predicting Taxi and Uber Demand in Cities: Approaching the Limit of Predictability.

[BibT_eX]

[DOI]

Kai Zhao

Denis Khryashchev

IEEE Trans. Knowl. Data Eng., 2021

AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

Fleet management for ride-pooling with meeting points at scale: a case study in the five boroughs of New York City.

[BibT_eX]

[DOI]

CoRR, 2021

UnityPIC: Unity Point-Cloud Interactive Core.

[BibT_eX]

[DOI]

Proceedings of the 21st Eurographics Symposium on Parallel Graphics and Visualization, 2021

2020

GeoMatch: Efficient Large-scale Map Matching on Apache Spark.

[BibT_eX]

[DOI]

Trans. Data Sci., 2020

Partial Monotone Dependence.

[BibT_eX]

[DOI]

Denis A. Khryashchev

Robert M. Haralick

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

An Ensemble Deep Learning Model for Drug Abuse Detection in Sparse Twitter-Sphere.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

DrugTracker: A Community-focused Drug Abuse Monitoring and Supporting System using Social Media and Geospatial Data (Demo Paper).

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Who Watches What: Forecasting Viewership for the Top 100 TV Networks.

[BibT_eX]

[DOI]

Proceedings of the Computational Data and Social Networks - 8th International Conference, 2019

Tackling the Neighboring Network Hit Problem in Cellular Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Deep Learning Model for Classifying Drug Abuse Risk Behavior in Tweets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Deep Self-Taught Learning for Detecting Drug Abuse Risk Behavior in Tweets.

[BibT_eX]

[DOI]

Proceedings of the Computational Data and Social Networks - 7th International Conference, 2018

2017

STaRS: Simulating Taxi Ride Sharing at Scale.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2017

Inferring Unmet Human Mobility Demand with Multi-source Urban Data.

[BibT_eX]

[DOI]

Kai Zhao

Xinshi Zheng

Proceedings of the Web and Big Data, 2017

2016

Exploring What not to Clean in Urban Data: A Study Using New York City Taxi Trips.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2016

A GPU-based index to support interactive spatio-temporal queries over historical data.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

A Unified Index for Spatio-Temporal Keyword Queries.

[BibT_eX]

[DOI]

Tuan-Anh Hoang-Vu

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Urban human mobility data mining: An overview.

[BibT_eX]

[DOI]

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

Predicting taxi demand at high spatial resolution: Approaching the limit of predictability.

[BibT_eX]

[DOI]

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

An adaptive information-theoretic approach for identifying temporal correlations in big data sets.

[BibT_eX]

[DOI]

Nguyen Ho

Daniel Castellani Ribeiro

Mai Vu

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

2015

Topology-based catalogue exploration framework for identifying view-enhanced tower designs.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2015

Dynamics of the urban lightscape.

[BibT_eX]

[DOI]

Inf. Syst., 2015

Exploring Traffic Dynamics in Urban Environments Using Vector-Valued Functions.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2015

An Urban Data Profiler.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Urbane: A 3D framework to support data driven decision making in urban development.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

A scalable approach for data-driven taxi ride-sharing simulation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

The More the Merrier: Efficient Multi-Source Graph Traversal.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Riding from Urban Data to Insight Using New York City Taxis.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2014

Visualization and Analysis of Parallel Dataflow Execution with Smart Traces.

[BibT_eX]

[DOI]

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

Baseball4D: A tool for baseball game reconstruction & visualization.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

2013

Visual Exploration of Big Spatio-Temporal Urban Data: A Study of New York City Taxi Trips.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2013

Yellow cabs as red corpuscles.

[BibT_eX]

[DOI]

Timothy H. Savage

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Simple and Efficient Mesh Layout with Space-Filling Curves.

[BibT_eX]

[DOI]

J. Graph. Tools, 2012

Parallel large data visualization with display walls.

[BibT_eX]

[DOI]

Proceedings of the Visualization and Data Analysis 2012, 2012

HyperFlow: A Heterogeneous Dataflow Architecture.

[BibT_eX]

[DOI]

Proceedings of the 12th Eurographics Symposium on Parallel Graphics and Visualization, 2012

2011

Designing a Parallel Dataflow Architecture for Streaming Large-Scale Visualization on Heterogeneous Platforms.

[BibT_eX]

PhD thesis, 2011

A Provenance-Based Infrastructure to Support the Life Cycle of Executable Papers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2011

Streaming-Enabled Parallel Data Flow Framework in the Visualization ToolKit.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2011

Parallel visualization on large clusters using MapReduce.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011

2010

Streaming-Enabled Parallel Dataflow Architecture for Multicore Systems.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2010

2009

Using Workflow Medleys to Streamline Exploratory Tasks.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2009

2008

Tackling the Provenance Challenge one layer at a time.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2008

Special Issue: The First Provenance Challenge.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2008

Querying and re-using workflows with VsTrails.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Towards Provenance-Enabling ParaView.

[BibT_eX]

[DOI]

Proceedings of the Provenance and Annotation of Data and Processes, 2008

2007

Streaming Simplification of Tetrahedral Meshes.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2007

Querying and Creating Visualizations by Analogy.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2007

iRun: Interactive Rendering of Large Unstructured Grids.

[BibT_eX]

[DOI]

Proceedings of the 7th Eurographics Symposium on Parallel Graphics and Visualization, 2007

2006

VisTrails: visualization meets data management.

[BibT_eX]

[DOI]

Emanuele Santos

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Managing Rapidly-Evolving Scientific Workflows.

[BibT_eX]

[DOI]

Proceedings of the Provenance and Annotation of Data, 2006

Managing the Evolution of Dataflows with VisTrails.

[BibT_eX]

[DOI]

Emanuele Santos

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

2005

VisTrails: Enabling Interactive Multiple-View Visualizations.

[BibT_eX]

[DOI]

Louis Bavoil

Proceedings of the 16th IEEE Visualization Conference, 2005

1997

Graphical representation and storage issues in object-oriented rule modeling.

[BibT_eX]

[DOI]