• 815 Citations
  • 13 h-Index
20112024
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Research Output 2011 2019

  • 815 Citations
  • 13 h-Index
  • 35 Conference contribution
  • 7 Article
  • 4 Editorial
  • 3 Chapter
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Conference contribution
2019

An automated framework for explaining facts extracted from mobility datasets

Tahir, A., Sun, Y. & Elsayed, M., Jun 1 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

Data visualization
Experiments
Big data
1 Citation (Scopus)

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

Fu, Z., Yu, J. & Elsayed, M., Jun 1 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

Electric sparks
Simulators
Telecommunication traffic
Urban planning
Information management

Demonstrating geosparksim: A scalable microscopic road network traffic simulator based on Apache spark

Fu, Z., Yu, J. & Elsayed, 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

Electric sparks
Simulators
Telecommunication traffic
Urban planning
Information management

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

Location based services

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

Visualization
Demonstrations
Data visualization
Information management
Interfaces (computer)

Geospatial data management in apache spark: A tutorial

Yu, J. & Elsayed, M., Apr 1 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

Electric sparks
Information management

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

Recurrent neural networks
Supervised learning
Decision trees
Classifiers
Experiments
2018
1 Citation (Scopus)

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

Sun, Y. & Elsayed, 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.

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

Indexing
Subgraph
Query
Graph in graph theory
Experiments
1 Citation (Scopus)

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

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

Data visualization
Electric sparks
Ecosystems
Visualization
Information management

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

Holistic approach
Interaction
Data base
Engines
2017

A framework for interactive geospatial map cleaning using GPS trajectories

Vementala, N., Papotti, P. & Elsayed, M., Nov 7 2017, Proceedings of IWCTS 2017: 10th ACM SIGSPATIAL International Workshop on Computational Transportation Science. Association for Computing Machinery, p. 19-23 5 p.

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

Global positioning system
Cleaning
Trajectories
Geographic information systems
3 Citations (Scopus)

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

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

Scalability
Experiments
10 Citations (Scopus)

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

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

Engines
Web services
Experiments
1 Citation (Scopus)

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 Citations (Scopus)

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. Springer Verlag, Vol. 10411 LNCS. 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

Pickups
Indexing
Experiments
Throughput
Spatial Data

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

Database Systems
Visualization
Observation
Human
2 Citations (Scopus)

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

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

Personnel rating
Query processing
Query
Proximity
Experiments
2016
14 Citations (Scopus)

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

Cluster computing
Electric sparks
Demonstrations
Query processing
Processing
2015
113 Citations (Scopus)

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

Cluster computing
Cluster Computing
Spatial Data
Electric sparks
spatial data
10 Citations (Scopus)

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

Elsayed, M., Sep 11 2015, Proceedings - IEEE International Conference on Mobile Data Management. Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 263-270 8 p. 7264331

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

Urban planning
Disasters
Information management
Earth (planet)
Deforestation
2 Citations (Scopus)

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

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

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

Recommender systems
Middleware
Lenses
2014
8 Citations (Scopus)

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

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

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

Web services
User interfaces
Demonstrations

SMILE: A data sharing platform for mobile apps in the cloud

Sankaranarayanan, J., Hacigümüş, H., Zhang, H. & Elsayed, M., 2014, Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings. OpenProceedings.org, University of Konstanz, University Library, p. 688-699 12 p.

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

Application programs
Costs
2013
5 Citations (Scopus)

ACM SIGSPATIAL GIS Cup 2013: Geo-fencing

Ravada, S., Ali, M., Bao, J. & Elsayed, M., 2013, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. p. 574-577 4 p.

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

Geographic Information Systems
Geographic information systems
Perimeter
Programming
geographic information system
29 Citations (Scopus)

MNTG: An extensible web-based traffic generator

Mokbel, M. F., Alarabi, L., Bao, J., Eldawy, A., Magdy, A., Elsayed, M., Waytas, E. & Yackel, S., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 8098 LNCS. 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

Web-based
Traffic
Generator
Servers
Electronic mail
16 Citations (Scopus)

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

Profitability
Marketing
Websites
Social aspects
Shopping centers

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

Information management
2012
25 Citations (Scopus)

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

Engines
Formal languages
Query languages
Servers
Processing
260 Citations (Scopus)

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

Recommender systems
Personnel rating
Taxonomies
Scalability
Lenses
3 Citations (Scopus)

RecDB: Towards DBMS support for online recommender systems

Elsayed, M. & Mokbel, M. F., 2012, Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 33-37 5 p.

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

Recommender systems
Scalability
5 Citations (Scopus)

RecStore: An extensible and adaptive framework for online recommender queries inside the database engine

Levandoski, J. J., Elsayed, M., Mokbel, M. F. & Ekstrand, M. D., 2012, ACM International Conference Proceeding Series. p. 86-96 11 p.

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

Engines
Collaborative filtering
Query processing
Recommender systems
Data structures
24 Citations (Scopus)

Sindbad: A location-based social networking system

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

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

Query processing
Graphical user interfaces
Application programming interfaces (API)
Interfaces (computer)
Scalability
2 Citations (Scopus)

The anatomy of Sindbad: A location-aware social networking system

Elsayed, 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.

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

Query processing
Application programming interfaces (API)
Scalability
Engines
2011
13 Citations (Scopus)

FAST: A generic framework for flash-aware spatial trees

Elsayed, M., Mokbel, M. F., Zhou, X. & Nath, S., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6849 LNCS. 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

Flash memory
Flash
Flash Memory
Data storage equipment
Hard disk storage
16 Citations (Scopus)

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

Location based services
World Wide Web
Information retrieval
Decision making