Mahdi Abdelguerfi

According to our database, Mahdi Abdelguerfi authored at least 52 papers between 1987 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation.

Rasha Alshawi, Md. Tamjidul Hoque, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Prathak, Joe Tom, Jordan Klein, Murtada Mousa, Johny Javier Lopez

CoRR, 2023

Dual-Stream Attention Transformers for Sewer Defect Classification.

Abdullah Al Redwan Newaz, Mahdi Abdelguerfi, Kendall N. Niles, Joe Tom

CoRR, 2023

Deep Learning Approach for Accurate Segmentation of Sand Boils in Levee Systems.

Manisha Panta, Md. Tamjidul Hoque, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Maik Flanagin

IEEE Access, 2023

IterLUNet: Deep Learning Architecture for Pixel-Wise Crack Detection in Levee Systems.

Manisha Panta, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin

IEEE Access, 2023

STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies.

Ted Holmberg, Mahdi Abdelguerfi, Elias Ioup

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Residual Learning for Marine Mammal Classification.

Daniel T. Murphy, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi

IEEE Access, 2022

Pixel-Level Crack Detection in Levee Systems: A Comparative Study.

Manisha Panta, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multi-Channel Residual Learning for Marine Mammal Vocalization Classification.

Daniel T. Murphy, Elias Ioup, Christopher J. Michael, Md. Tamjidul Hoque, Mahdi Abdelguerfi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Stochastic Geo-spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies.

Ted Holmberg, Elias Ioup, Mahdi Abdelguerfi

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A LightGBM based Forecasting of Dominant Wave Periods in Oceanic Waters.

Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov

CoRR, 2021

Forecasting Significant Wave Heights in Oceanic Waters.

Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov

CoRR, 2021

2020

Random Forest Classifier Based Prediction of Rogue waves on Deep Oceans.

Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Julian Simeonov, Mahdi Abdelguerfi

CoRR, 2020

Flight Data of Airplane for Wind Forecasting.

Astha Sharma, Tamjidul Hoque, Elias Ioup, Mahdi Abdelguerfi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Levee-Crack Detection from Satellite or Drone Imagery Using Machine Learning Approaches.

Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Forecasting Rogue Waves in Oceanic Waters.

Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

A Machine Learning Approach to Determine Oyster Vessel Behavior.

Devin Joseph Frey, Avdesh Mishra, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Thomas Soniat

Mach. Learn. Knowl. Extr., 2019

Distributed Streaming Analytics on Large-scale Oceanographic Data using Apache Spark.

Janak Dahal, Elias Ioup, Shaikh Arifuzzaman, Mahdi Abdelguerfi

CoRR, 2019

Machine learning applications in detecting rip channels from images.

Corey Maryan, Md. Tamjidul Hoque, Christopher J. Michael, Elias Ioup, Mahdi Abdelguerfi

Appl. Soft Comput., 2019

Machine learning applications in detecting sand boils from images.

Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik Flanagin

Array, 2019

Assessing the Dependability of Apache Spark System: Streaming Analytics on Large-Scale Ocean Data.

Janak Dahal, Elias Ioup, Shaikh Arifuzzaman, Mahdi Abdelguerfi

Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019

2015

Annotating Uncertainty in Geospatial and Environmental Data.

Elias Ioup, Zhao Yang, Brent Barre, John Sample, Kevin Shaw, Mahdi Abdelguerfi

IEEE Internet Comput., 2015

2010

Spatio-temporal Knowledge Discovery in Very Large METOC Data Sets.

D. Marks, Elias Ioup, John Sample, Mahdi Abdelguerfi, Fady Qaddoura

Proceedings of the Fourth International Conference on Network and System Security, 2010

2007

Hydraulic Splines: A Hybrid Approach to Modeling River Channel Geometries.

Maik Flanagin, Aurélien Grenotton, Jay J. Ratcliff, Kevin Shaw, John Sample, Mahdi Abdelguerfi

Comput. Sci. Eng., 2007

Efficient Approximation of Spatial Network Queries using the M-Tree with Road Network Embedding.

Kevin Shaw, Elias Ioup, John Sample, Mahdi Abdelguerfi, Olivier Tabone

Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

Efficient AKNN spatial network queries using the M-Tree.

Elias Ioup, Kevin Shaw, John Sample, Mahdi Abdelguerfi

Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

On the Complexity of Approximation Streaming Algorithms for the <i>k</i> -Center Problem.

Mahdi Abdelguerfi, Zhixiang Chen, Bin Fu

Proceedings of the Frontiers in Algorithmics, First Annual International Workshop, 2007

An Almost Linear Time 2.8334-Approximation Algorithm for the Disc Covering Problem.

Bin Fu, Zhixiang Chen, Mahdi Abdelguerfi

Proceedings of the Algorithmic Aspects in Information and Management, 2007

2006

Web Services for Geographic Information Systems.

Shengru Tu, Mahdi Abdelguerfi

IEEE Internet Comput., 2006

Graph Processing For Spatial Network Queries.

Kevin Shaw, John Sample, Elias Ioup, Mahdi Abdelguerfi, Olivier Mansion

Proceedings of the 2006 International Conference on Information & Knowledge Engineering, 2006

2005

Automated terrain generation using LIDAR and waterbody survey data.

Maik Flanagin, Aurélien Grenotton, Jay J. Ratcliff, Mahdi Abdelguerfi, Kevin Shaw

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

2004

A High Performance System for Processing Queries on Distributed Geospatial Data Sets.

Mahdi Abdelguerfi, Venkata Mahadevan, Nicolas Challier, Maik Flanagin, Kevin Shaw, Jay J. Ratcliff

Proceedings of the High Performance Computing for Computational Science, 2004

Design Strategies to Improve Performance of GIS Web Services.

Shengru Tu, Maik Flanagin, Ying Wu, Mahdi Abdelguerfi, Eric Normand, Venkata Mahadevan, Jay J. Ratcliff, Kevin Shaw

Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

Integrating Web services into map image applications.

Shengru Tu, Eric Normand, S. Kuchimanchi, V. Bizot, S. Shu, Mahdi Abdelguerfi, Jay J. Ratcliff, Kevin Shaw

Proceedings of the 9th IEEE Symposium on Computers and Communications (ISCC 2006), June 28, 2004

2002

Achieving interoperability for integration of heterogeneous COTS geographic information systems.

Shengru Tu, Liang Xu, Mahdi Abdelguerfi, Jay J. Ratcliff

Proceedings of the ACM-GIS 2002, 2002

The 2-3TR-tree, a trajectory-oriented index structure for fully evolving valid-time spatio-temporal datasets.

Mahdi Abdelguerfi, Julie Givaudan, Kevin Shaw, Roy Ladner

Proceedings of the ACM-GIS 2002, 2002

2001

A Framework for Databasing 3D Synthetic Environment Data.

Roy Ladner, Mahdi Abdelguerfi, Ruth Wilson, John Breckenridge, Frank P. McCreedy, Kevin Shaw

Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

2000

3D Mapping of an Interactive Synthetic Environment.

Roy Ladner, Mahdi Abdelguerfi, Kevin Shaw

Computer, 2000

1999

3D Synthetic Environment Representation Using the "Non-Manifold 3D Winged-Edge" Data Structure.

Roy Ladner, Kevin Shaw, Mahdi Abdelguerfi

Proceedings of the Interoperating Geographic Information Systems, 1999

1998

Representation of 3-D Elevation in Terrain Databases Using Hierarchical Triangulated Irregular Networks. A Comparative Analysis.

Mahdi Abdelguerfi, Christ Wynne, Edgar Cooper, Roy Ladner, Kevin Shaw

Int. J. Geogr. Inf. Sci., 1998

1997

An Extended Vector Product Format (EVPF) Suitable for the Representation of Three-Dimensional Elevation in Terrain Databases.

Mahdi Abdelguerfi, Edgar Cooper, Christ Wynne, Kevin Shaw

Int. J. Geogr. Inf. Sci., 1997

1996

Guest Editors' Introduction: Public-Key Security Systems.

Mahdi Abdelguerfi, Burton S. Kaliski Jr., Wayne Patterson

IEEE Micro, 1996

A Terrain Database Representation Based on an Extended Vector Product Format.

Mahdi Abdelguerfi, Edgar Cooper, Christ Wynne, Kevin Shaw, Vincent Miller, Robert Broome, Barbara Ray

Proceedings of the CIKM '96, Proceedings of the Fifth International Conference on Information and Knowledge Management, November 12, 1996

1993

MRA: A Computational Technique for Security in High-Performance Systems.

Mahdi Abdelguerfi, Andrea Dunham, Wayne Patterson

Proceedings of the Computer Security, 1993

Duplicate Deletion in a Ring Connected, Shard-Nothing, Parallel Database System.

Mahdi Abdelguerfi, K. Grant, E. Murphy, Wayne Patterson, J. Stelly

Proceedings of the Database and Expert Systems Applications, 4th International Conference, 1993

1992

Duplicates Detection, Counting, and Removal.

Mahdi Abdelguerfi

Proceedings of the International Conference on Database and Expert Systems Applications, 1992

1991

Computational Complexity of Sorting and Joining Relations with Duplicates.

Mahdi Abdelguerfi, Arun K. Sood

IEEE Trans. Knowl. Data Eng., 1991

A fine-grain architecture for relational database aggregation operations.

Mahdi Abdelguerfi, Arun K. Sood

IEEE Micro, 1991

1990

Sorting and Joining Relations with Duplicate Values.

Mahdi Abdelguerfi, Arun K. Sood

Proceedings of the Databases: Theory, 1990

A Bit-Sliced Special Purpose Unit for Relational Database Aggregation Operations.

Mahdi Abdelguerfi, H. Munaf

Proceedings of the 1990 International Conference on Parallel Processing, 1990

1989

Special Function Unit for Statistical Aggregation Functions.

Mahdi Abdelguerfi

Proceedings of the Database Machines, Sixth International Workshop, 1989

1988

Parallel bit-level pipelined VLSI processing unit for the histogramming operation.

Mahdi Abdelguerfi, Arun K. Sood, S. Khalaf

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987

A Bus Connected Cellular Array Processing Unit for relational Database Machines.

Mahdi Abdelguerfi, Arun K. Sood

Proceedings of the Database Machines and Knowledge Base Machines, 1987