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ORCIDMohamed Sarwat
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- affiliation: Arizona State University, Tempe, AZ, USA
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2020 – today
- 2024
[j19]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:
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10(2): 10 (2024)- [c43]Kanchan Chowdhury, Mohamed Sarwat:
Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI. ICDE 2024: 5156-5169 - 2023
- [c42]Kanchan Chowdhury, Mohamed Sarwat:
A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework. SIGMOD Conference Companion 2023: 195-198 - [i6]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-Sook 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:
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023) - 2022
- [j18]Matthias Renz, Mohamed Sarwat, Mario A. Nascimento, Shashi Shekhar, Xing Xie:
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 14(1): 2-6 (2022) - [c41]Kanchan Chowdhury, Mohamed Sarwat:
GeoTorch: a spatiotemporal deep learning framework. SIGSPATIAL/GIS 2022: 100:1-100:4 - [c40]Kanchan Chowdhury, Venkata Vamsikrishna Meduri, Mohamed Sarwat:
A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets. ICDE 2022: 2426-2439 - [e7]Matthias Renz, Mohamed Sarwat:
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2022, Seattle, Washington, November 1-4, 2022. ACM 2022, ISBN 978-1-4503-9529-8 [contents] - [i5]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-Sook 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:
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022) - 2021
- [j17]Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat:
Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query from the Future. ACM Trans. Database Syst. 46(1): 4:1-4:46 (2021) - [j16]Yuhan Sun, Mohamed Sarwat:
Riso-Tree: An Efficient and Scalable Index for Spatial Entities in Graph Database Management Systems. ACM Trans. Spatial Algorithms Syst. 7(3): 12:1-12:39 (2021) - [j15]Jia Yu, Mohamed Sarwat:
GeoSparkViz: a cluster computing system for visualizing massive-scale geospatial data. VLDB J. 30(2): 237-258 (2021) - [c39]Setu Shah, Vamsi Meduri, Mohamed Sarwat:
GEM: An Efficient Entity Matching Framework for Geospatial Data. SIGSPATIAL/GIS 2021: 346-349 - 2020
- [j14]Jia Yu, Zishan Fu, Mohamed Sarwat:
Dissecting GeoSparkSim: a scalable microscopic road network traffic simulator in Apache Spark. Distributed Parallel Databases 38(4): 963-994 (2020) - [j13]Jia Yu, Kanchan Chowdhury, Mohamed Sarwat:
Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards. Proc. VLDB Endow. 13(12): 2925-2928 (2020) - [j12]Mohamed Sarwat:
Spatial data systems support for the internet of things: challenges and opportunities. ACM SIGSPATIAL Special 12(2): 42-47 (2020) - [c38]Jia Yu, Mohamed Sarwat:
Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach. ICDE 2020: 1165-1176 - [c37]Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat:
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. SIGMOD Conference 2020: 1133-1147 - [e6]Panagiotis Bouros, Amr Magdy, Matthias Renz, Mohamed Sarwat, Andreas Züfle:
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. ACM 2020, ISBN 978-1-4503-8035-5 [contents] - [i4]Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat:
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. CoRR abs/2003.13114 (2020)
2010 – 2019
- 2019
- [j11]Jia Yu, Zongsi Zhang, Mohamed Sarwat:
Spatial data management in apache spark: the GeoSpark perspective and beyond. GeoInformatica 23(1): 37-78 (2019) - [j10]Yuhan Sun, Mohamed Sarwat:
A spatially-pruned vertex expansion operator in the Neo4j graph database system. GeoInformatica 23(3): 397-423 (2019) - [c36]Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat:
Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction. EDBT 2019: 654-657 - [c35]Jia Yu, Mohamed Sarwat:
Spatial Data Wrangling with GeoSpark: A Step by Step Tutorial. SpatialAPI@SIGSPATIAL 2019: 3:1-3:2 - [c34]Jia Yu, Anique Tahir, Mohamed Sarwat:
GeoSparkViz in Action: A Data System with Built-in Support for Geospatial Visualization. ICDE 2019: 1992-1995 - [c33]Yuhan Sun, Jia Yu, Mohamed Sarwat:
Demonstrating Spindra: A Geographic Knowledge Graph Management System. ICDE 2019: 2044-2047 - [c32]Jia Yu, Mohamed Sarwat:
Geospatial Data Management in Apache Spark: A Tutorial. ICDE 2019: 2060-2063 - [c31]Anique Tahir, Yuhan Sun, Mohamed Sarwat:
An Automated Framework for Explaining Facts Extracted From Mobility Datasets. MDM 2019: 269-278 - [c30]Zishan Fu, Jia Yu, Mohamed Sarwat:
Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache Spark. MDM 2019: 320-328 - [c29]Zishan Fu, Jia Yu, Mohamed Sarwat:
Demonstrating GeoSparkSim: A Scalable Microscopic Road Network Traffic Simulator Based on Apache Spark. SSTD 2019: 186-189 - [e5]Walid G. Aref, Michela Bertolotto, Panagiotis Bouros, Christian S. Jensen, Ahmed R. Mahmood, Kjetil Nørvåg, Dimitris Sacharidis, Mohamed Sarwat:
Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019, Vienna, Austria, August 19-21, 2019. ACM 2019, ISBN 978-1-4503-6280-1 [contents] - [r3]Mohamed Sarwat, Yuhan Sun:
Spatio-Social Data. Encyclopedia of Big Data Technologies 2019 - 2018
- [c28]Yuhan Sun, Mohamed Sarwat:
A generic database indexing framework for large-scale geographic knowledge graphs. SIGSPATIAL/GIS 2018: 289-298 - [c27]Mohamed Sarwat, Venkata Vamsikrishna Meduri:
Human-Database Interaction: A Holistic Approach. ICDE 2018: 1673-1674 - [c26]Jia Yu, Zongsi Zhang, Mohamed Sarwat:
GeoSparkViz: a scalable geospatial data visualization framework in the apache spark ecosystem. SSDBM 2018: 15:1-15:12 - [e4]Leong Hou U, Mohamed Sarwat:
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. ACM 2018 [contents] - [r2]Mohamed Sarwat, Mohamed F. Mokbel:
Collaborative Filtering. Encyclopedia of Database Systems (2nd ed.) 2018 - [r1]Mohamed Sarwat, Mohamed F. Mokbel:
Recommender Systems. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [c25]Nikhil Vementala, Paolo Papotti, Mohamed Sarwat:
A Framework for Interactive Geospatial Map Cleaning using GPS Trajectories. IWCTS@SIGSPATIAL 2017: 19-23 - [c24]Mohamed Sarwat, Yuhan Sun:
Answering Location-Aware Graph Reachability Queries on GeoSocial Data. ICDE 2017: 207-210 - [c23]Mohamed Sarwat, Raha Moraffah, Mohamed F. Mokbel, James L. Avery:
Database System Support for Personalized Recommendation Applications. ICDE 2017: 1320-1331 - [c22]Jia Yu, Raha Moraffah, Mohamed Sarwat:
Hippo in Action: Scalable Indexing of a Billion New York City Taxi Trips and Beyond. ICDE 2017: 1413-1414 - [c21]Yuhan Sun, Nitin Pasumarthy, Mohamed Sarwat:
On Evaluating Social Proximity-Aware Spatial Range Queries. MDM 2017: 72-81 - [c20]Jia Yu, Mohamed Sarwat:
Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL - Lessons from the Road. SSTD 2017: 145-162 - [c19]Mohamed Sarwat, Arnab Nandi:
On Designing a GeoViz-Aware Database System - Challenges and Opportunities. SSTD 2017: 384-387 - [e3]Panagiotis Bouros, Mohamed Sarwat:
Proceedings of the Fourth International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, Chicago, IL, USA, May 14, 2017. ACM 2017, ISBN 978-1-4503-5047-1 [contents] - 2016
- [j9]Jia Yu, Mohamed Sarwat:
Two Birds, One Stone: A Fast, yet Lightweight, Indexing Scheme for Modern Database Systems. Proc. VLDB Endow. 10(4): 385-396 (2016) - [j8]Peter Scheuermann, Mohamed Sarwat:
The second ACM SIGSPATIAL PhD workshop report Seattle, Washington, USA: November 3, 2015. ACM SIGSPATIAL Special 8(2): 41-42 (2016) - [c18]Jia Yu, Jinxuan Wu, Mohamed Sarwat:
A demonstration of GeoSpark: A cluster computing framework for processing big spatial data. ICDE 2016: 1410-1413 - [e2]Mohamed Sarwat:
Proceedings of the 9th ACM SIGSPATIAL Workshop on Location-based Social Networks, Burlingame, CA, USA, October 31, 2016. ACM 2016, ISBN 978-1-4503-4586-6 [contents] - [i3]Yuhan Sun, Mohamed Sarwat:
GeoReach: An Efficient Approach for Evaluating Graph Reachability Queries with Spatial Range Predicates. CoRR abs/1603.05355 (2016) - [i2]Jia Yu, Mohamed Sarwat:
Hippo: A Fast, yet Scalable, Database Indexing Approach. CoRR abs/1604.03234 (2016) - 2015
- [j7]Ugur Demiryurek, Mohamed Sarwat:
The first ACM SIGSPATIAL PhD symposium 2014. ACM SIGSPATIAL Special 7(1): 72-73 (2015) - [c17]Jia Yu, Jinxuan Wu, Mohamed Sarwat:
GeoSpark: a cluster computing framework for processing large-scale spatial data. SIGSPATIAL/GIS 2015: 70:1-70:4 - [c16]Mohamed Sarwat, Mohamed F. Mokbel:
Mobi Social (Mobile and Social) Data Management: A Tutorial. IC2E 2015: 4 - [c15]Mohamed Sarwat, James L. Avery, Mohamed F. Mokbel:
RECATHON: A Middleware for Context-Aware Recommendation in Database Systems. MDM (1) 2015: 54-63 - [c14]Mohamed Sarwat:
Interactive and Scalable Exploration of Big Spatial Data - A Data Management Perspective. MDM (1) 2015: 263-270 - [p1]Mohamed Sarwat, Jie Bao, Chi-Yin Chow, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel:
Context Awareness in Mobile Systems. Data Management in Pervasive Systems 2015: 257-287 - 2014
- [j6]Mohamed Sarwat, Justin J. Levandoski, Ahmed Eldawy, Mohamed F. Mokbel:
LARS*: An Efficient and Scalable Location-Aware Recommender System. IEEE Trans. Knowl. Data Eng. 26(6): 1384-1399 (2014) - [j5]Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat:
Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation. ACM Trans. Inf. Syst. 32(4): 17:1-17:38 (2014) - [c13]Jagan Sankaranarayanan, Hakan Hacigümüs, Haopeng Zhang, Mohamed Sarwat:
SMILE: A Data Sharing Platform for Mobile Apps in the Cloud. EDBT 2014: 688-699 - [c12]Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, Steven Yackel:
A demonstration of MNTG - A web-based road network traffic generator. ICDE 2014: 1246-1249 - [e1]Ugur Demiryurek, Mohamed Sarwat:
Proceedings of the 1st ACM SIGSPATIAL PhD Workshop, SIGSPATIAL PhD Workshop 2014, Dallas/Fort Worth, Texas, USA, November 4-7, 2014. ACM 2014, ISBN 978-1-4503-3158-6 [contents] - [i1]Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat:
Matrix Factorization with Explicit Trust and Distrust Relationships. CoRR abs/1408.0325 (2014) - 2013
- [j4]Mohamed Sarwat, Mohamed F. Mokbel, Xun Zhou, Suman Nath:
Generic and efficient framework for search trees on flash memory storage systems. GeoInformatica 17(3): 417-448 (2013) - [j3]Mohamed F. Mokbel, Mohamed Sarwat:
Mobility and Social Networking: A Data Management Perspective. Proc. VLDB Endow. 6(11): 1196-1197 (2013) - [j2]Mohamed Sarwat, James L. Avery, Mohamed F. Mokbel:
A RecDB in Action: Recommendation Made Easy in Relational Databases. Proc. VLDB Endow. 6(12): 1242-1245 (2013) - [j1]Mohamed Sarwat, Sameh Elnikety, Yuxiong He, Mohamed F. Mokbel:
Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs. Proc. VLDB Endow. 6(14): 1918-1929 (2013) - [c11]Siva Ravada, Mohamed H. Ali, Jie Bao, Mohamed Sarwat:
ACM SIGSPATIAL GIS Cup 2013: geo-fencing. SIGSPATIAL/GIS 2013: 574-577 - [c10]Mohamed Sarwat, Mohamed F. Mokbel:
Social Networking and Mobility: A Data Management Perspective. MDM (2) 2013: 5-6 - [c9]Mohamed Sarwat, Ahmed Eldawy, Mohamed F. Mokbel, John Riedl:
PLUTUS: Leveraging Location-Based Social Networks to Recommend Potential Customers to Venues. MDM (1) 2013: 26-35 - [c8]Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, Steven Yackel:
MNTG: An Extensible Web-Based Traffic Generator. SSTD 2013: 38-55 - 2012
- [c7]Justin J. Levandoski, Mohamed Sarwat, Mohamed F. Mokbel, Michael D. Ekstrand:
RecStore: an extensible and adaptive framework for online recommender queries inside the database engine. EDBT 2012: 86-96 - [c6]Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel:
The anatomy of Sindbad: a location-aware social networking system. LBSN@GIS 2012: 1-4 - [c5]Justin J. Levandoski, Mohamed Sarwat, Ahmed Eldawy, Mohamed F. Mokbel:
LARS: A Location-Aware Recommender System. ICDE 2012: 450-461 - [c4]Mohamed Sarwat, Sameh Elnikety, Yuxiong He, Gabriel Kliot:
Horton: Online Query Execution Engine for Large Distributed Graphs. ICDE 2012: 1289-1292 - [c3]Mohamed Sarwat:
RecDB: towards DBMS support for online recommender systems. SIGMOD/PODS PhD Symposium 2012: 33-38 - [c2]Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel:
Sindbad: a location-based social networking system. SIGMOD Conference 2012: 649-652 - 2011
- [c1]Mohamed Sarwat, Mohamed F. Mokbel, Xun Zhou, Suman Nath:
FAST: A Generic Framework for Flash-Aware Spatial Trees. SSTD 2011: 149-167
Coauthor Index
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