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20112023

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  • 2023

    A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework

    Chowdhury, K. & Sarwat, M., Jun 4 2023, SIGMOD 2023 - Companion of the 2023 ACM/SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 195-198 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2022

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

    Chowdhury, K., Meduri, V. V. & Sarwat, M., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 2426-2439 14 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • GeoTorch: a spatiotemporal deep learning framework

    Chowdhury, K. & Sarwat, M., Nov 1 2022, 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2022. Renz, M., Sarwat, M., Nascimento, M. A., Shekhar, S. & Xie, X. (eds.). Association for Computing Machinery, 100. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    2 Scopus citations
  • 2021

    GEM: An Efficient Entity Matching Framework for Geospatial Data

    Shah, S., Meduri, V. & Sarwat, M., Nov 2 2021, 29th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2021. Meng, X., Wang, F., Lu, C.-T., Huang, Y., Shekhar, S. & Xie, X. (eds.). Association for Computing Machinery, p. 346-349 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2020

    A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching

    Meduri, V. V., Popa, L., Sen, P. & Sarwat, M., Jun 14 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1133-1147 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    46 Scopus citations
  • Turbocharging geospatial visualization dashboards via a materialized sampling cube approach

    Yu, J. & Sarwat, M., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 1165-1176 12 p. 9101642. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    13 Scopus citations
  • 2019

    An automated framework for explaining facts extracted from mobility datasets

    Tahir, A., Sun, Y. & Sarwat, M., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Institute of Electrical and Electronics Engineers Inc., p. 269-278 10 p. 8788788. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Building a large-scale microscopic road network traffic simulator in apache spark

    Fu, Z., Yu, J. & Sarwat, M., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Institute of Electrical and Electronics Engineers Inc., p. 320-328 9 p. 8788796. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Demonstrating geosparksim: A scalable microscopic road network traffic simulator based on Apache spark

    Fu, Z., Yu, J. & Sarwat, M., Aug 19 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019. Association for Computing Machinery, p. 186-189 4 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    7 Scopus citations
  • Demonstrating spindra: A geographic knowledge graph management system

    Sun, Y., Yu, J. & Elsayed, M., Apr 1 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 2044-2047 4 p. 8731539. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    13 Scopus citations
  • GeoSparkViz in action: A data system with built-in support for geospatial visualization

    Yu, J., Tahir, A. & Elsayed, M., Apr 1 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1992-1995 4 p. 8731471. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Geospatial data management in apache spark: A tutorial

    Yu, J. & Sarwat, M., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 2060-2063 4 p. 8731372. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Recurrent neural networks for dynamic user intent prediction in human-database interaction

    Meduri, V., Chowdhury, K. & Elsayed, M., Jan 1 2019, Advances in Database Technology - EDBT 2019: 22nd International Conference on Extending Database Technology, Proceedings. Kaoudi, Z., Galhardas, H., Fundulaki, I., Reinwald, B., Herschel, M. & Binnig, C. (eds.). OpenProceedings.org, p. 654-657 4 p. (Advances in Database Technology - EDBT; vol. 2019-March).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Spatial data wrangling with GeoSpark - A step by step tutorial

    Yu, J. & Sarwat, M., Nov 5 2019, Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, SpatialAPI 2019 - In conjunction with the 27th International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2019. Eldawy, A. (ed.). Association for Computing Machinery, Inc, a3. (Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, SpatialAPI 2019 - In conjunction with the 27th International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2018

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

    Sun, Y. & Sarwat, M., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 289-298 10 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • GeoSparkViz: A scalable geospatial data visualization framework in the apache spark ecosystem

    Yu, J., Zhang, Z. & Elsayed, M., Jul 9 2018, Scientific and Statistical Database Management - 30th International Conference, SSDBM 2018, Proceedings. Bohlen, M., Gamper, J., Kroger, P. & Sacharidis, D. (eds.). Association for Computing Machinery, (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • Human-database interaction: A holistic approach

    Elsayed, M. & Meduri, V. V., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1673-1674 2 p. 8509430

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2017

    Answering location-Aware graph reachability queries on geosocial data

    Elsayed, M. & Sun, Y., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 207-210 4 p. 7929972. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Database system support for personalized recommendation applications

    Elsayed, M., Moraffah, R., Mokbel, M. F. & Avery, J. L., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1320-1331 12 p. 7930070. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Scopus citations
  • Hippo in action: Scalable indexing of a billion New York city taxi trips and beyond

    Yu, J., Moraffah, R. & Elsayed, M., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1413-1414 2 p. 7930097

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Indexing the pickup and drop-off locations of NYC taxi trips in PostgreSQL – Lessons from the road

    Yu, J. & Elsayed, M., 2017, Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Proceedings. Ku, W.-S., Voisard, A., Chen, H., Lu, C.-T., Ravada, S., Renz, M., Huang, Y., Gertz, M., Tang, L., Zhang, C., Hoel, E. & Zhou, X. (eds.). Springer Verlag, p. 145-162 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10411 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • On designing a GeoViz-aware database system - Challenges and opportunities

    Elsayed, M. & Nandi, A., 2017, Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Proceedings. Springer Verlag, Vol. 10411 LNCS. p. 384-387 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10411 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • On evaluating social proximity-aware spatial range queries

    Sun, Y., Pasumarthy, N. & Elsayed, M., Jun 29 2017, Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017. Institute of Electrical and Electronics Engineers Inc., p. 72-81 10 p. 7962438. (Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • 2016

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

    Yu, J., Wu, J. & Elsayed, M., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1410-1413 4 p. 7498357

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    33 Scopus citations
  • 2015

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

    Yu, J., Wu, J. & Elsayed, M., Nov 3 2015, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Association for Computing Machinery, Vol. 03-06-November-2015. a70

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    288 Scopus citations
  • Interactive and Scalable Exploration of Big Spatial Data - A Data Management Perspective

    Elsayed, M., Sep 11 2015, Proceedings - 2015 IEEE 16th International Conference on Mobile Data Management, MDM 2015. Institute of Electrical and Electronics Engineers Inc., p. 263-270 8 p. 7264331. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    17 Scopus citations
  • RECATHON: A Middleware for Context-Aware Recommendation in Database Systems

    Elsayed, M., Avery, J. L. & Mokbel, M. F., Sep 11 2015, Proceedings - 2015 IEEE 16th International Conference on Mobile Data Management, MDM 2015. Institute of Electrical and Electronics Engineers Inc., p. 54-63 10 p. 7264304. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 2014

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

    Mokbel, M. F., Alarabi, L., Bao, J., Eldawy, A., Magdy, A., Sarwat, M., Waytas, E. & Yackel, S., 2014, 2014 IEEE 30th International Conference on Data Engineering, ICDE 2014. IEEE Computer Society, p. 1246-1249 4 p. 6816752. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Scopus citations
  • SMILE: A data sharing platform for mobile apps in the cloud

    Sankaranarayanan, J., Hacigümüş, H., Zhang, H. & Sarwat, M., 2014, Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings. Leroy, V., Christophides, V., Idreos, S., Kementsietsidis, A., Garofalakis, M. & Amer-Yahia, S. (eds.). OpenProceedings.org, University of Konstanz, University Library, p. 688-699 12 p. (Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2013

    ACM SIGSPATIAL GIS Cup 2013: Geo-fencing

    Ravada, S., Ali, M., Bao, J. & Sarwat, M., 2013, 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2013. p. 574-577 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • MNTG: An extensible web-based traffic generator

    Mokbel, M. F., Alarabi, L., Bao, J., Eldawy, A., Magdy, A., Sarwat, M., Waytas, E. & Yackel, S., 2013, Advances in Spatial and Temporal Databases - 13th International Symposium, SSTD 2013, Proceedings. p. 38-55 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8098 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    51 Scopus citations
  • PLUTUS: Leveraging location-based social networks to recommend potential customers to venues

    Elsayed, M., Eldawy, A., Mokbel, M. F. & Riedl, J., 2013, Proceedings - IEEE International Conference on Mobile Data Management. Vol. 1. p. 26-35 10 p. 6569119

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    22 Scopus citations
  • Social networking and mobility: A data management perspective

    Elsayed, M. & Mokbel, M. F., 2013, Proceedings - IEEE International Conference on Mobile Data Management. Vol. 2. p. 5-6 2 p. 6569052

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2012

    Horton: Online query execution engine for large distributed graphs

    Elsayed, M., Elnikety, S., He, Y. & Kliot, G., 2012, Proceedings - International Conference on Data Engineering. p. 1289-1292 4 p. 6228190

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    31 Scopus citations
  • LARS: A location-aware recommender system

    Levandoski, J. J., Elsayed, M., Eldawy, A. & Mokbel, M. F., 2012, Proceedings - International Conference on Data Engineering. p. 450-461 12 p. 6228105

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    358 Scopus citations
  • RecDB: Towards DBMS support for online recommender systems

    Sarwat, M. & Mokbel, M. F., Jun 26 2012, SIGMOD/PODS '12 PhD Symposium - Proceedings of the SIGMOD/PODS 2012 PhD Symposium. p. 33-37 5 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    3 Scopus citations
  • RecStore: An extensible and adaptive framework for online recommender queries inside the database engine

    Levandoski, J. J., Sarwat, M., Mokbel, M. F. & Ekstrand, M. D., Jul 10 2012, Advances in Database Technology - EDBT 2012: 15th International Conference on Extending Database Technology, Proceedings. p. 86-96 11 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    7 Scopus citations
  • Sindbad: A location-based social networking system

    Sarwat, M., Bao, J., Eldawy, A., Levandoski, J. J., Magdy, A. & Mokbel, M. F., 2012, SIGMOD '12 - Proceedings of the International Conference on Management of Data. p. 649-652 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    31 Scopus citations
  • The anatomy of Sindbad: A location-aware social networking system

    Sarwat, M., Bao, J., Eldawy, A., Levandoski, J. J., Magdy, A. & Mokbel, M. F., 2012, Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2012 - Held in Conjunction with ACM SIGSPATIAL GIS 2012. p. 1-4 4 p. (Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2012 - Held in Conjunction with ACM SIGSPATIAL GIS 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2011

    FAST: A generic framework for flash-aware spatial trees

    Sarwat, M., Mokbel, M. F., Zhou, X. & Nath, S., 2011, Advances in Spatial and Temporal Databases - 12th International Symposium, SSTD 2011, Proceedings. p. 149-167 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6849 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    20 Scopus citations
  • Personalization, socialization, and recommendations in location-based services 2.0

    Mokbel, M. F., Bao, J., Eldawy, A., Levandoski, J. J. & Elsayed, M., 2011, PersDB 2011 - 5th International Workshop on Personalized Access, Profile Management, and Context Awareness in Databases; Very Large Data Bases 2011, VLDB 2011.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    24 Scopus citations