Mohamed Sarwat

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Towards Mobility Data Science (Vision Paper).

[BibT_eX]

[DOI]

CoRR, 2023

A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, November, 2022

Mobility Data Science (Dagstuhl Seminar 22021).

[BibT_eX]

[DOI]

Dagstuhl Reports, 2022

A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

GeoTorch: a spatiotemporal deep learning framework.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

VLDB J., 2021

Riso-Tree: An Efficient and Scalable Index for Spatial Entities in Graph Database Management Systems.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2021

Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query from the Future.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2021

GEM: An Efficient Entity Matching Framework for Geospatial Data.

[BibT_eX]

[DOI]

Setu Shah

Vamsi Meduri

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.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2020

Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Dissecting GeoSparkSim: a scalable microscopic road network traffic simulator in Apache Spark.

[BibT_eX]

[DOI]

Zishan Fu

Distributed Parallel Databases, 2020

A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching.

[BibT_eX]

[DOI]

Lucian Popa

Prithviraj Sen

Proceedings of the 2020 International Conference on Management of Data, 2020

Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Spatio-Social Data.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Spatial data management in apache spark: the GeoSpark perspective and beyond.

[BibT_eX]

[DOI]

Zongsi Zhang

GeoInformatica, 2019

A spatially-pruned vertex expansion operator in the Neo4j graph database system.

[BibT_eX]

[DOI]

GeoInformatica, 2019

Demonstrating GeoSparkSim: A Scalable Microscopic Road Network Traffic Simulator Based on Apache Spark.

[BibT_eX]

[DOI]

Zishan Fu

Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019

An Automated Framework for Explaining Facts Extracted From Mobility Datasets.

[BibT_eX]

[DOI]

Anique Tahir

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache Spark.

[BibT_eX]

[DOI]

Zishan Fu

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.

[BibT_eX]

[DOI]

Anique Tahir

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Geospatial Data Management in Apache Spark: A Tutorial.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Demonstrating Spindra: A Geographic Knowledge Graph Management System.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Spatial Data Wrangling with GeoSpark: A Step by Step Tutorial.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2019

2018

Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

GeoSparkViz: a scalable geospatial data visualization framework in the apache spark ecosystem.

[BibT_eX]

[DOI]

Zongsi Zhang

Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

Human-Database Interaction: A Holistic Approach.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

A generic database indexing framework for large-scale geographic knowledge graphs.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2017

On Designing a GeoViz-Aware Database System - Challenges and Opportunities.

[BibT_eX]

[DOI]

Arnab Nandi

Proceedings of the Advances in Spatial and Temporal Databases, 2017

On Evaluating Social Proximity-Aware Spatial Range Queries.

[BibT_eX]

[DOI]

Nitin Pasumarthy

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.

[BibT_eX]

[DOI]

Raha Moraffah

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Answering Location-Aware Graph Reachability Queries on GeoSocial Data.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Database System Support for Personalized Recommendation Applications.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

A Framework for Interactive Geospatial Map Cleaning using GPS Trajectories.

[BibT_eX]

[DOI]

Nikhil Vementala

Paolo Papotti

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.

[BibT_eX]

[DOI]

Peter Scheuermann

ACM SIGSPATIAL Special, 2016

Two Birds, One Stone: A Fast, yet Lightweight, Indexing Scheme for Modern Database Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Hippo: A Fast, yet Scalable, Database Indexing Approach.

[BibT_eX]

[DOI]

CoRR, 2016

GeoReach: An Efficient Approach for Evaluating Graph Reachability Queries with Spatial Range Predicates.

[BibT_eX]

[DOI]

CoRR, 2016

A demonstration of GeoSpark: A cluster computing framework for processing big spatial data.

[BibT_eX]

[DOI]

Jinxuan Wu

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

2015

The first ACM SIGSPATIAL PhD symposium 2014.

[BibT_eX]

[DOI]

Ugur Demiryurek

ACM SIGSPATIAL Special, 2015

RECATHON: A Middleware for Context-Aware Recommendation in Database Systems.

[BibT_eX]

[DOI]

James L. Avery

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Interactive and Scalable Exploration of Big Spatial Data - A Data Management Perspective.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Mobi Social (Mobile and Social) Data Management: A Tutorial.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

GeoSpark: a cluster computing framework for processing large-scale spatial data.

[BibT_eX]

[DOI]

Jinxuan Wu

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

Context Awareness in Mobile Systems.

[BibT_eX]

[DOI]

Proceedings of the Data Management in Pervasive Systems, 2015

2014

Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2014

LARS*: An Efficient and Scalable Location-Aware Recommender System.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Matrix Factorization with Explicit Trust and Distrust Relationships.

[BibT_eX]

[DOI]

CoRR, 2014

A demonstration of MNTG - A web-based road network traffic generator.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

SMILE: A Data Sharing Platform for Mobile Apps in the Cloud.

[BibT_eX]

[DOI]

Jagan Sankaranarayanan

Hakan Hacigümüs

Haopeng Zhang

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

A RecDB in Action: Recommendation Made Easy in Relational Databases.

[BibT_eX]

[DOI]

James L. Avery

Proc. VLDB Endow., 2013

Mobility and Social Networking: A Data Management Perspective.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Generic and efficient framework for search trees on flash memory storage systems.

[BibT_eX]

[DOI]

GeoInformatica, 2013

MNTG: An Extensible Web-Based Traffic Generator.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2013

Social Networking and Mobility: A Data Management Perspective.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2012

Sindbad: a location-based social networking system.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

RecDB: towards DBMS support for online recommender systems.

[BibT_eX]

[DOI]