Amr Magdy

Orcid: 0000-0001-6345-9730

Affiliations:
  • University of California, Riverside, CA, USA
  • University of Minnesota - Twin Cities, MN, USA (PhD 2017)
  • Alexandria University, Egypt (former)


According to our database1, Amr Magdy authored at least 67 papers between 2010 and 2024.

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Bibliography

2024
Pyneapple-G: Scalable Spatial Grouping Queries.
Proc. VLDB Endow., August, 2024

Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst., June, 2024

Scalable Spatio-temporal Top-k Interaction Queries on Dynamic Communities.
ACM Trans. Spatial Algorithms Syst., March, 2024

On the Ecosystem of High-Definition (HD) Maps.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

Pyneapple-R: Scalable and Expressive Spatial Regionalization.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
SGPAC: generalized scalable spatial GroupBy aggregations over complex polygons.
GeoInformatica, October, 2023

PAGE: Parallel Scalable Regionalization Framework.
ACM Trans. Spatial Algorithms Syst., September, 2023

Towards Mobility Data Science (Vision Paper).
CoRR, 2023

Scalable Overlay Operations over DCEL Polygon Layers.
Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

A Scalable Unified System for Seeding Regionalization Queries.
Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

DDCEL: Efficient Distributed Doubly Connected Edge List for Large Spatial Networks.
Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

Scalable Evaluation of Local K-Function for Radius-Accurate Hotspot Detection in Spatial Networks.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Statistical Inference for Spatial Regionalization.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

2022
Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports, 2022

EMP: Max-P Regionalization with Enriched Constraints.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

U-ASK: a unified architecture for kNN spatial-keyword queries supporting negative keyword predicates.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

SMP: scalable max-P regionalization.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021
Temporal Geo-Social Personalized Keyword Search Over Streaming Data.
ACM Trans. Spatial Algorithms Syst., 2021

PRUC : P-Regions with User-Defined Constraint.
Proc. VLDB Endow., 2021

LATEST: Learning-Assisted Selectivity Estimation Over Spatio-Textual Streams.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

A-GWR: Fast and Accurate Geospatial Inference via Augmented Geographically Weighted Regression.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Scalable Spatio-Temporal Top-k Community Interactions Query.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
Microblogs data management: a survey.
VLDB J., 2020

Microblogs: a renewable spatio-temporal fortune.
ACM SIGSPATIAL Special, 2020

Guest Editorial: Special Issue on Analytics for Local Events and News.
GeoInformatica, 2020

Local trend discovery on real-time microblogs with uncertain locations in tight memory environments.
GeoInformatica, 2020

HiDaM: A Unified Data Model for High-definition (HD) Map Data.
Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

DLEEL: Multi-Predicate Spatial Queries on User-generated Streaming Data.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

On Improving Toll Accuracy for COVID-like Epidemics in Underserved Communities Using User-generated Data.
Proceedings of the COVID-19: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Modeling and Understanding the Spread of COVID-19, 2020

Scalable Spatial GroupBy Aggregations Over Complex Polygons.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
Query Processing: Computational Geometry.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

1st ACM SIGSPATIAL Workshop on Geo-Computational Thinking in Education (GeoEd 2019): Chicago, Illinois, USA - November 5, 2019.
ACM SIGSPATIAL Special, 2019

3rd ACM SIGSPATIAL Workshop on Analytics for Local Events and News (LENS 2019): Chicago, Illinois, USA - November 5, 2018.
ACM SIGSPATIAL Special, 2019

Towards A Unified Framework for Event Detection Applications.
Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019

DiReCT: Disaster Response Coordination with Trusted Volunteers.
Proceedings of the 5th International Conference on Information and Communication Technologies for Disaster Management, 2019

A Data-Driven Approach for Tracking Human Litter in Modern Cities.
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

Scalable Multi-resolution Spatial Visualization for Anthropogenic Litter Data.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Temporal Geo-Social Personalized Search Over Streaming Data.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
2nd ACM SIGSPATIAL workshop on analytics for local events and news (LENS 2018) seattle, washington, USA - November 6, 2018.
ACM SIGSPATIAL Special, 2018

Spatio-temporal analysis of meta-data semantics of market shares over large public geosocial media data.
J. Locat. Based Serv., 2018

Evaluating spatial-keyword queries on streaming data.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017
1st ACM SIGSPATIAL Workshop on Analytics for Local Events and News (LENS 2017): Redondo Beach, California, USA - November 7, 2017.
ACM SIGSPATIAL Special, 2017

Demonstration of Kite: A Scalable System for Microblogs Data Management.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016
Venus: Scalable Real-Time Spatial Queries on Microblogs with Adaptive Load Shedding.
IEEE Trans. Knowl. Data Eng., 2016

Microblogs Data Management Systems: Querying, Analysis, and Visualization.
Proceedings of the 2016 International Conference on Management of Data, 2016

Scalable Microblogs Data Management.
Proceedings of the SIGMOD 2016 PhD Symposium, 2016

GARNET: A holistic system approach for trending queries in microblogs.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Microblogs data management and analysis.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

On main-memory flushing in microblogs data management systems.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Understanding Language Diversity in Local Twitter Communities.
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

GeoTrend: spatial trending queries on real-time microblogs.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015
Taqreer: A System for Spatio-temporal Analysis on Microblogs.
IEEE Data Eng. Bull., 2015

Towards a Microblogs Data Management System.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Demonstration of Taghreed: A system for querying, analyzing, and visualizing geotagged microblogs.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Context Awareness in Mobile Systems.
Proceedings of the Data Management in Pervasive Systems, 2015

2014
Exploiting Geo-tagged Tweets to Understand Localized Language Diversity.
Proceedings of Workshop on Managing and Mining Enriched Geo-Spatial Data, 2014

A demonstration of MNTG - A web-based road network traffic generator.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Mercury: A memory-constrained spatio-temporal real-time search on microblogs.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Mars: Real-time spatio-temporal queries on microblogs.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

VisCAT: spatio-temporal visualization and aggregation of categorical attributes in twitter data.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Taghreed: a system for querying, analyzing, and visualizing geotagged microblogs.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013
MNTG: An Extensible Web-Based Traffic Generator.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

2012
Sindbad: a location-based social networking system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

The anatomy of Sindbad: a location-aware social networking system.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2012

2011
Discovering Clusters with Arbitrary Shapes and Densities in Data Streams.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010
Web-based statistical fact checking of textual documents.
Proceedings of the 2nd International Workshop on Search and Mining User-Generated Contents, 2010

SIC-Means: A Semi-fuzzy Approach for Clustering Data Streams Using C-Means.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010


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