2024
Mobility Data Science: Perspectives and Challenges.
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ACM Trans. Spatial Algorithms Syst., June, 2024
Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
2023
Towards Mobility Data Science (Vision Paper).
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CoRR, 2023
A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework.
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023
2022
Conference Report: The 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2022) Seattle, Washington, USA November 1-4, 2022.
ACM SIGSPATIAL Special, November, 2022
Mobility Data Science (Dagstuhl Seminar 22021).
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Dagstuhl Reports, 2022
A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
GeoTorch: a spatiotemporal deep learning framework.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
2021
GeoSparkViz: a cluster computing system for visualizing massive-scale geospatial data.
VLDB J., 2021
Riso-Tree: An Efficient and Scalable Index for Spatial Entities in Graph Database Management Systems.
ACM Trans. Spatial Algorithms Syst., 2021
Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query from the Future.
ACM Trans. Database Syst., 2021
GEM: An Efficient Entity Matching Framework for Geospatial Data.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
2020
Spatial data systems support for the internet of things: challenges and opportunities.
ACM SIGSPATIAL Special, 2020
Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards.
Proc. VLDB Endow., 2020
Dissecting GeoSparkSim: a scalable microscopic road network traffic simulator in Apache Spark.
Distributed Parallel Databases, 2020
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching.
Proceedings of the 2020 International Conference on Management of Data, 2020
Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
2019
Proceedings of the Encyclopedia of Big Data Technologies., 2019
Spatial data management in apache spark: the GeoSpark perspective and beyond.
GeoInformatica, 2019
A spatially-pruned vertex expansion operator in the Neo4j graph database system.
GeoInformatica, 2019
Demonstrating GeoSparkSim: A Scalable Microscopic Road Network Traffic Simulator Based on Apache Spark.
Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019
An Automated Framework for Explaining Facts Extracted From Mobility Datasets.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019
Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache Spark.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019
GeoSparkViz in Action: A Data System with Built-in Support for Geospatial Visualization.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Geospatial Data Management in Apache Spark: A Tutorial.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Demonstrating Spindra: A Geographic Knowledge Graph Management System.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Spatial Data Wrangling with GeoSpark: A Step by Step Tutorial.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, 2019
Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction.
Proceedings of the Advances in Database Technology, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
GeoSparkViz: a scalable geospatial data visualization framework in the apache spark ecosystem.
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018
Human-Database Interaction: A Holistic Approach.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
A generic database indexing framework for large-scale geographic knowledge graphs.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
2017
Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL - Lessons from the Road.
Proceedings of the Advances in Spatial and Temporal Databases, 2017
On Designing a GeoViz-Aware Database System - Challenges and Opportunities.
Proceedings of the Advances in Spatial and Temporal Databases, 2017
On Evaluating Social Proximity-Aware Spatial Range Queries.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017
Hippo in Action: Scalable Indexing of a Billion New York City Taxi Trips and Beyond.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Answering Location-Aware Graph Reachability Queries on GeoSocial Data.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Database System Support for Personalized Recommendation Applications.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
A Framework for Interactive Geospatial Map Cleaning using GPS Trajectories.
Proceedings of the 10th ACM SIGSPATIAL Workshop on Computational Transportation Science, 2017
2016
The second ACM SIGSPATIAL PhD workshop report Seattle, Washington, USA: November 3, 2015.
ACM SIGSPATIAL Special, 2016
Two Birds, One Stone: A Fast, yet Lightweight, Indexing Scheme for Modern Database Systems.
Proc. VLDB Endow., 2016
Hippo: A Fast, yet Scalable, Database Indexing Approach.
CoRR, 2016
GeoReach: An Efficient Approach for Evaluating Graph Reachability Queries with Spatial Range Predicates.
CoRR, 2016
A demonstration of GeoSpark: A cluster computing framework for processing big spatial data.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
2015
The first ACM SIGSPATIAL PhD symposium 2014.
ACM SIGSPATIAL Special, 2015
RECATHON: A Middleware for Context-Aware Recommendation in Database Systems.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015
Interactive and Scalable Exploration of Big Spatial Data - A Data Management Perspective.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015
Mobi Social (Mobile and Social) Data Management: A Tutorial.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015
GeoSpark: a cluster computing framework for processing large-scale spatial data.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Context Awareness in Mobile Systems.
Proceedings of the Data Management in Pervasive Systems, 2015
2014
Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation.
ACM Trans. Inf. Syst., 2014
LARS*: An Efficient and Scalable Location-Aware Recommender System.
IEEE Trans. Knowl. Data Eng., 2014
Matrix Factorization with Explicit Trust and Distrust Relationships.
CoRR, 2014
A demonstration of MNTG - A web-based road network traffic generator.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014
SMILE: A Data Sharing Platform for Mobile Apps in the Cloud.
Proceedings of the 17th International Conference on Extending Database Technology, 2014
2013
Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs.
Proc. VLDB Endow., 2013
A RecDB in Action: Recommendation Made Easy in Relational Databases.
Proc. VLDB Endow., 2013
Mobility and Social Networking: A Data Management Perspective.
Proc. VLDB Endow., 2013
Generic and efficient framework for search trees on flash memory storage systems.
GeoInformatica, 2013
MNTG: An Extensible Web-Based Traffic Generator.
Proceedings of the Advances in Spatial and Temporal Databases, 2013
Social Networking and Mobility: A Data Management Perspective.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
PLUTUS: Leveraging Location-Based Social Networks to Recommend Potential Customers to Venues.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
ACM SIGSPATIAL GIS Cup 2013: geo-fencing.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013
2012
Sindbad: a location-based social networking system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012
RecDB: towards DBMS support for online recommender systems.
Proceedings of the ACM SIGMOD/PODS PhD Symposium 2012, Scottsdale, AZ, USA, May 20, 2012, 2012
Horton: Online Query Execution Engine for Large Distributed Graphs.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
LARS: A Location-Aware Recommender System.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
The anatomy of Sindbad: a location-aware social networking system.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2012
RecStore: an extensible and adaptive framework for online recommender queries inside the database engine.
Proceedings of the 15th International Conference on Extending Database Technology, 2012
2011
FAST: A Generic Framework for Flash-Aware Spatial Trees.
Proceedings of the Advances in Spatial and Temporal Databases, 2011