Research Output per year
Research Output 2011 2019
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 proceeding › Conference contribution
Data visualization
Experiments
Big data
A spatially-pruned vertex expansion operator in the Neo4j graph database system
Sun, Y. & Elsayed, M., Jan 1 2019, In : GeoInformatica.Research output: Contribution to journal › Article
Titan
spatial data
Data structures
Global positioning system
GPS
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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution
Electric sparks
Information management
Message from the demonstration track chairs
Elsayed, M., Zheng, B. & Zheng, K. K., Jun 1 2019, In : Proceedings - IEEE International Conference on Mobile Data Management. 2019-June, p. XXIV 8788743.Research output: Contribution to journal › Editorial
Demonstrations
Preface
Aref, W. G., Bertolotto, M., Bouros, P., Jensen, C. S., Mahmood, A., Nørvåg, K., Sacharidis, D. & Elsayed, M., Aug 19 2019, In : ACM International Conference Proceeding Series. p. V-VIResearch output: Contribution to journal › Editorial
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 proceeding › Conference 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 proceeding › Conference 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 MachineryResearch output: Chapter in Book/Report/Conference proceeding › Conference 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. 8509430Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Holistic approach
Interaction
Data base
Engines
Preface
Leong Hou, U. & Elsayed, M., Jun 10 2018, In : 5th International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich 2018 - In Conjunction with SIGMOD 2018.Research output: Contribution to journal › Editorial
8
Citations
(Scopus)
Spatial data management in apache spark: the GeoSpark perspective and beyond
Yu, J., Zhang, Z. & Elsayed, M., Jan 1 2018, (Accepted/In press) In : GeoInformatica.Research output: Contribution to journal › Article
data management
Electric sparks
spatial data
Information management
management
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 proceeding › Conference 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. 7929972Research output: Chapter in Book/Report/Conference proceeding › Conference 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. 7930070Research output: Chapter in Book/Report/Conference proceeding › Conference 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. 7930097Research output: Chapter in Book/Report/Conference proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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. 7962438Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Personnel rating
Query processing
Query
Proximity
Experiments
Preface
Bouros, P. & Elsayed, M., May 14 2017, In : GeoRich 2017 - 4th International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, in Conjunction with SIGMOD 2017.Research output: Contribution to journal › Editorial
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. 7498357Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Cluster computing
Electric sparks
Demonstrations
Query processing
Processing
8
Citations
(Scopus)
Two birds, one stone: A fast, yet lightweight, indexing scheme for modern database systems
Yu, J. & Elsayed, M., 2016, In : Proceedings of the VLDB Endowment. 10, 4, p. 385-396 12 p.Research output: Contribution to journal › Article
Birds
Experiments
Throughput
Data storage equipment
Costs
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. a70Research output: Chapter in Book/Report/Conference proceeding › Conference 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. 7264331Research output: Chapter in Book/Report/Conference proceeding › Conference 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. 7264304Research output: Chapter in Book/Report/Conference proceeding › Conference 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. 6816752Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Web services
User interfaces
Demonstrations
Forward
Demiryurek, U. & Elsayed, M., Nov 4 2014, In : Unknown Journal. p. viiiResearch output: Contribution to journal › Article
98
Citations
(Scopus)
LARS*: An efficient and scalable location-aware recommender system
Elsayed, M., Levandoski, J. J., Eldawy, A. & Mokbel, M. F., 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 6, p. 1384-1399 16 p., 6427747.Research output: Contribution to journal › Article
Recommender systems
Personnel rating
Taxonomies
Scalability
75
Citations
(Scopus)
Matrix factorization with explicit trust and distrust side information for improved social recommendation
Forsati, R., Mahdavi, M., Shamsfard, M. & Elsayed, M., Oct 28 2014, In : ACM Transactions on Information Systems. 32, 4Research output: Contribution to journal › Article
Recommender systems
Factorization
Matrix factorization
Distrust
Experiments
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 proceeding › Conference 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 proceeding › Conference contribution
Geographic Information Systems
Geographic information systems
Perimeter
Programming
geographic information system
13
Citations
(Scopus)
Generic and efficient framework for search trees on flash memory storage systems
Elsayed, M., Mokbel, M. F., Zhou, X. & Nath, S., Jul 2013, In : GeoInformatica. 17, 3, p. 417-448 32 p.Research output: Contribution to journal › Article
Flash memory
Data storage equipment
Hard disk storage
Digital cameras
Mobile devices
25
Citations
(Scopus)
Horton+: A distributed system for processing declarative reachability queries over partitioned graphs
Elsayed, M., Elnikety, S., He, Y. & Mokbel, M. F., Sep 2013, Proceedings of the VLDB Endowment. 14 ed. Vol. 6. p. 1918-1929 12 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Query languages
Servers
Processing
Engines
Query processing
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 proceeding › Conference contribution
Web-based
Traffic
Generator
Servers
Electronic mail
4
Citations
(Scopus)
Mobility and social networking: A data management perspective
Mokbel, M. F. & Elsayed, M., Aug 2013, Proceedings of the VLDB Endowment. 11 ed. Vol. 6. p. 1196-1197 2 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Information management
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. 6569119Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Profitability
Marketing
Websites
Social aspects
Shopping centers
17
Citations
(Scopus)
RecDB in action: Recommendation made easy in relational databases
Elsayed, M., Avery, J. & Mokbel, M. F., Aug 2013, Proceedings of the VLDB Endowment. 12 ed. Vol. 6. p. 1242-1245 4 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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. 6569052Research output: Chapter in Book/Report/Conference proceeding › Conference 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. 6228190Research output: Chapter in Book/Report/Conference proceeding › Conference 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. 6228105Research output: Chapter in Book/Report/Conference proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution
Location based services
World Wide Web
Information retrieval
Decision making