Mohamed Sarwat

79 papers A* 14B 14Journal 25Unranked 16

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI. ICDE Kanchan Chowdhury, Mohamed Sarwat
2024	J	`jnl`	Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2023	—	`conf`	A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework. SIGMOD Conference Companion Kanchan Chowdhury, Mohamed Sarwat
2023	J	`jnl`	Towards Mobility Data Science (Vision Paper). CoRR Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2022	A*	`conf`	A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets. ICDE Kanchan Chowdhury, Venkata Vamsikrishna Meduri, Mohamed Sarwat
2022	J	`jnl`	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 Matthias Renz, Mohamed Sarwat, Mario A. Nascimento, Shashi Shekhar, Xing Xie
2022	—	`conf`	GeoTorch: a spatiotemporal deep learning framework. SIGSPATIAL/GIS Kanchan Chowdhury, Mohamed Sarwat
2022	J	`jnl`	Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi
2022	—	`ed.`	Proceedings of the 30th International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2022, Seattle, Washington, November 1-4, 2022 SIGSPATIAL/GIS Matthias Renz, Mohamed Sarwat
2021	J	`jnl`	Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query from the Future. ACM Trans. Database Syst. Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat
2021	—	`conf`	GEM: An Efficient Entity Matching Framework for Geospatial Data. SIGSPATIAL/GIS Setu Shah, Vamsi Meduri, Mohamed Sarwat
2021	J	`jnl`	GeoSparkViz: a cluster computing system for visualizing massive-scale geospatial data. VLDB J. Jia Yu, Mohamed Sarwat
2021	J	`jnl`	Riso-Tree: An Efficient and Scalable Index for Spatial Entities in Graph Database Management Systems. ACM Trans. Spatial Algorithms Syst. Yuhan Sun, Mohamed Sarwat
2020	—	`conf`	A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. SIGMOD Conference Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat
2020	J	`jnl`	A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. CoRR Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat
2020	J	`jnl`	Dissecting GeoSparkSim: a scalable microscopic road network traffic simulator in Apache Spark. Distributed Parallel Databases Jia Yu, Zishan Fu, Mohamed Sarwat
2020	—	`ed.`	Proceedings of the Sixth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD 2020, Portland, Oregon, USA, June 14, 2020 GeoRich@SIGMOD Panagiotis Bouros, Amr Magdy, Matthias Renz, Mohamed Sarwat, Andreas Züfle
2020	J	`jnl`	Spatial data systems support for the internet of things: challenges and opportunities. ACM SIGSPATIAL Special Mohamed Sarwat
2020	J	`jnl`	Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards. Proc. VLDB Endow. Jia Yu, Kanchan Chowdhury, Mohamed Sarwat
2020	A*	`conf`	Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach. ICDE Jia Yu, Mohamed Sarwat
2019	J	`jnl`	A spatially-pruned vertex expansion operator in the Neo4j graph database system. GeoInformatica Yuhan Sun, Mohamed Sarwat
2019	B	`conf`	An Automated Framework for Explaining Facts Extracted From Mobility Datasets. MDM Anique Tahir, Yuhan Sun, Mohamed Sarwat
2019	B	`conf`	Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache Spark. MDM Zishan Fu, Jia Yu, Mohamed Sarwat
2019	B	`conf`	Demonstrating GeoSparkSim: A Scalable Microscopic Road Network Traffic Simulator Based on Apache Spark. SSTD Zishan Fu, Jia Yu, Mohamed Sarwat
2019	A*	`conf`	Demonstrating Spindra: A Geographic Knowledge Graph Management System. ICDE Yuhan Sun, Jia Yu, Mohamed Sarwat
2019	A*	`conf`	GeoSparkViz in Action: A Data System with Built-in Support for Geospatial Visualization. ICDE Jia Yu, Anique Tahir, Mohamed Sarwat
2019	A*	`conf`	Geospatial Data Management in Apache Spark: A Tutorial. ICDE Jia Yu, Mohamed Sarwat
2019	B	`ed.`	Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019, Vienna, Austria, August 19-21, 2019. SSTD Walid G. Aref, Michela Bertolotto, Panagiotis Bouros, Christian S. Jensen, Ahmed R. Mahmood, Kjetil Nørvåg, Dimitris Sacharidis, Mohamed Sarwat
2019	B	`conf`	Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction. EDBT Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat
2019	—	`conf`	Spatial Data Wrangling with GeoSpark: A Step by Step Tutorial. SpatialAPI@SIGSPATIAL Jia Yu, Mohamed Sarwat
2019	J	`jnl`	Spatial data management in apache spark: the GeoSpark perspective and beyond. GeoInformatica Jia Yu, Zongsi Zhang, Mohamed Sarwat
2019	—	`ch.`	Spatio-Social Data. Encyclopedia of Big Data Technologies Mohamed Sarwat, Yuhan Sun
2018	—	`conf`	A generic database indexing framework for large-scale geographic knowledge graphs. SIGSPATIAL/GIS Yuhan Sun, Mohamed Sarwat
2018	—	`ch.`	Collaborative Filtering. Encyclopedia of Database Systems (2nd ed.) Mohamed Sarwat, Mohamed F. Mokbel
2018	B	`conf`	GeoSparkViz: a scalable geospatial data visualization framework in the apache spark ecosystem. SSDBM Jia Yu, Zongsi Zhang, Mohamed Sarwat
2018	A*	`conf`	Human-Database Interaction: A Holistic Approach. ICDE Mohamed Sarwat, Venkata Vamsikrishna Meduri
2018	—	`ed.`	Proceedings of the Fifth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD 2018, Houston, TX, USA, June 15, 2018 GeoRich@SIGMOD Leong Hou U, Mohamed Sarwat
2018	—	`ch.`	Recommender Systems. Encyclopedia of Database Systems (2nd ed.) Mohamed Sarwat, Mohamed F. Mokbel
2017	—	`conf`	A Framework for Interactive Geospatial Map Cleaning using GPS Trajectories. IWCTS@SIGSPATIAL Nikhil Vementala, Paolo Papotti, Mohamed Sarwat
2017	A*	`conf`	Answering Location-Aware Graph Reachability Queries on GeoSocial Data. ICDE Mohamed Sarwat, Yuhan Sun
2017	A*	`conf`	Database System Support for Personalized Recommendation Applications. ICDE Mohamed Sarwat, Raha Moraffah, Mohamed F. Mokbel, James L. Avery
2017	A*	`conf`	Hippo in Action: Scalable Indexing of a Billion New York City Taxi Trips and Beyond. ICDE Jia Yu, Raha Moraffah, Mohamed Sarwat
2017	B	`conf`	Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL - Lessons from the Road. SSTD Jia Yu, Mohamed Sarwat
2017	B	`conf`	On Designing a GeoViz-Aware Database System - Challenges and Opportunities. SSTD Mohamed Sarwat, Arnab Nandi
2017	B	`conf`	On Evaluating Social Proximity-Aware Spatial Range Queries. MDM Yuhan Sun, Nitin Pasumarthy, Mohamed Sarwat
2017	—	`ed.`	Proceedings of the Fourth International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, Chicago, IL, USA, May 14, 2017 GeoRich@SIGMOD Panagiotis Bouros, Mohamed Sarwat
2016	A*	`conf`	A demonstration of GeoSpark: A cluster computing framework for processing big spatial data. ICDE Jia Yu, Jinxuan Wu, Mohamed Sarwat
2016	J	`jnl`	GeoReach: An Efficient Approach for Evaluating Graph Reachability Queries with Spatial Range Predicates. CoRR Yuhan Sun, Mohamed Sarwat
2016	J	`jnl`	Hippo: A Fast, yet Scalable, Database Indexing Approach. CoRR Jia Yu, Mohamed Sarwat
2016	—	`ed.`	Proceedings of the 9th ACM SIGSPATIAL Workshop on Location-based Social Networks, Burlingame, CA, USA, October 31, 2016 LBSN@SIGSPATIAL/GIS Mohamed Sarwat
2016	J	`jnl`	The second ACM SIGSPATIAL PhD workshop report Seattle, Washington, USA: November 3, 2015. ACM SIGSPATIAL Special Peter Scheuermann, Mohamed Sarwat
2016	J	`jnl`	Two Birds, One Stone: A Fast, yet Lightweight, Indexing Scheme for Modern Database Systems. Proc. VLDB Endow. Jia Yu, Mohamed Sarwat
2015	—	`ch.`	Context Awareness in Mobile Systems. Data Management in Pervasive Systems Mohamed Sarwat, Jie Bao, Chi-Yin Chow, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel
2015	—	`conf`	GeoSpark: a cluster computing framework for processing large-scale spatial data. SIGSPATIAL/GIS Jia Yu, Jinxuan Wu, Mohamed Sarwat
2015	—	`conf`	Interactive and Scalable Exploration of Big Spatial Data - A Data Management Perspective. MDM (1) Mohamed Sarwat
2015	B	`conf`	Mobi Social (Mobile and Social) Data Management: A Tutorial. IC2E Mohamed Sarwat, Mohamed F. Mokbel
2015	—	`conf`	RECATHON: A Middleware for Context-Aware Recommendation in Database Systems. MDM (1) Mohamed Sarwat, James L. Avery, Mohamed F. Mokbel
2015	J	`jnl`	The first ACM SIGSPATIAL PhD symposium 2014. ACM SIGSPATIAL Special Ugur Demiryurek, Mohamed Sarwat
2014	A*	`conf`	A demonstration of MNTG - A web-based road network traffic generator. ICDE Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, Steven Yackel
2014	J	`jnl`	LARS*: An Efficient and Scalable Location-Aware Recommender System. IEEE Trans. Knowl. Data Eng. Mohamed Sarwat, Justin J. Levandoski, Ahmed Eldawy, Mohamed F. Mokbel
2014	J	`jnl`	Matrix Factorization with Explicit Trust and Distrust Relationships. CoRR Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
2014	J	`jnl`	Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation. ACM Trans. Inf. Syst. Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
2014	—	`ed.`	Proceedings of the 1st ACM SIGSPATIAL PhD Workshop, SIGSPATIAL PhD Workshop 2014, Dallas/Fort Worth, Texas, USA, November 4-7, 2014 SIGSPATIAL PhD Workshop Ugur Demiryurek, Mohamed Sarwat
2014	B	`conf`	SMILE: A Data Sharing Platform for Mobile Apps in the Cloud. EDBT Jagan Sankaranarayanan, Hakan Hacigümüs, Haopeng Zhang, Mohamed Sarwat
2013	J	`jnl`	A RecDB in Action: Recommendation Made Easy in Relational Databases. Proc. VLDB Endow. Mohamed Sarwat, James L. Avery, Mohamed F. Mokbel
2013	—	`conf`	ACM SIGSPATIAL GIS Cup 2013: geo-fencing. SIGSPATIAL/GIS Siva Ravada, Mohamed H. Ali, Jie Bao, Mohamed Sarwat
2013	J	`jnl`	Generic and efficient framework for search trees on flash memory storage systems. GeoInformatica Mohamed Sarwat, Mohamed F. Mokbel, Xun Zhou, Suman Nath
2013	J	`jnl`	Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs. Proc. VLDB Endow. Mohamed Sarwat, Sameh Elnikety, Yuxiong He, Mohamed F. Mokbel
2013	B	`conf`	MNTG: An Extensible Web-Based Traffic Generator. SSTD Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, Steven Yackel
2013	J	`jnl`	Mobility and Social Networking: A Data Management Perspective. Proc. VLDB Endow. Mohamed F. Mokbel, Mohamed Sarwat
2013	—	`conf`	PLUTUS: Leveraging Location-Based Social Networks to Recommend Potential Customers to Venues. MDM (1) Mohamed Sarwat, Ahmed Eldawy, Mohamed F. Mokbel, John Riedl
2013	—	`conf`	Social Networking and Mobility: A Data Management Perspective. MDM (2) Mohamed Sarwat, Mohamed F. Mokbel
2012	A*	`conf`	Horton: Online Query Execution Engine for Large Distributed Graphs. ICDE Mohamed Sarwat, Sameh Elnikety, Yuxiong He, Gabriel Kliot
2012	A*	`conf`	LARS: A Location-Aware Recommender System. ICDE Justin J. Levandoski, Mohamed Sarwat, Ahmed Eldawy, Mohamed F. Mokbel
2012	—	`conf`	RecDB: towards DBMS support for online recommender systems. SIGMOD/PODS PhD Symposium Mohamed Sarwat
2012	B	`conf`	RecStore: an extensible and adaptive framework for online recommender queries inside the database engine. EDBT Justin J. Levandoski, Mohamed Sarwat, Mohamed F. Mokbel, Michael D. Ekstrand
2012	—	`conf`	Sindbad: a location-based social networking system. SIGMOD Conference Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel
2012	—	`conf`	The anatomy of Sindbad: a location-aware social networking system. LBSN@GIS Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel
2011	B	`conf`	FAST: A Generic Framework for Flash-Aware Spatial Trees. SSTD Mohamed Sarwat, Mohamed F. Mokbel, Xun Zhou, Suman Nath