Mahdi Abdelguerfi

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 25

Top Topics

Multinomial Logistic Regression

Elman Neural Network

Sensor Placement

Machine Learning

Top Venues

IEEE Internet Comput.

Publications

Ted Edward Holmberg, Mahdi Abdelguerfi, Elias Ioup
STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies. CoRR (2024)
Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi
A Stochastic Geo-spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies. CoRR (2024)
Manisha Panta, Padam Jung Thapa, Md. Tamjidul Hoque, Kendall N. Niles, Steven Sloan, Maik Flanagin, Ken Pathak, Mahdi Abdelguerfi
Application of Deep Learning for Segmenting Seepages in Levee Systems. Remote. Sens. 16 (13) (2024)
Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Kendall N. Niles, Ken Pathak, Steven Sloan
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models. CoRR (2024)
Abdullah Al Redwan Newaz, Mahdi Abdelguerfi, Kendall N. Niles, Joe Tom
Dual-Stream Attention Transformers for Sewer Defect Classification. CoRR (2023)
Ted Holmberg, Mahdi Abdelguerfi, Elias Ioup
STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies. BigData (2023)
Manisha Panta, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin
IterLUNet: Deep Learning Architecture for Pixel-Wise Crack Detection in Levee Systems. IEEE Access 11 (2023)
Manisha Panta, Md. Tamjidul Hoque, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Maik Flanagin
Deep Learning Approach for Accurate Segmentation of Sand Boils in Levee Systems. IEEE Access 11 (2023)
Rasha Alshawi, Md. Tamjidul Hoque, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Prathak, Joe Tom, Jordan Klein, Murtada Mousa, Johny Javier Lopez
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation. CoRR (2023)
Ted Holmberg, Elias Ioup, Mahdi Abdelguerfi
A Stochastic Geo-spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies. Big Data (2022)
Daniel T. Murphy, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi
Residual Learning for Marine Mammal Classification. IEEE Access 10 (2022)
Manisha Panta, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin
Pixel-Level Crack Detection in Levee Systems: A Comparative Study. IGARSS (2022)
Daniel T. Murphy, Elias Ioup, Christopher J. Michael, Md. Tamjidul Hoque, Mahdi Abdelguerfi
Multi-Channel Residual Learning for Marine Mammal Vocalization Classification. IGARSS (2022)
Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov
A LightGBM based Forecasting of Dominant Wave Periods in Oceanic Waters. CoRR (2021)
Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov
Forecasting Significant Wave Heights in Oceanic Waters. CoRR (2021)
Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov
Forecasting Rogue Waves in Oceanic Waters. ICMLA (2020)
Astha Sharma, Tamjidul Hoque, Elias Ioup, Mahdi Abdelguerfi
Flight Data of Airplane for Wind Forecasting. IGARSS (2020)
Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Julian Simeonov, Mahdi Abdelguerfi
Random Forest Classifier Based Prediction of Rogue waves on Deep Oceans. CoRR (2020)
Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin
Levee-Crack Detection from Satellite or Drone Imagery Using Machine Learning Approaches. IGARSS (2020)
Devin Joseph Frey, Avdesh Mishra, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Thomas Soniat
A Machine Learning Approach to Determine Oyster Vessel Behavior. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Corey Maryan, Md. Tamjidul Hoque, Christopher J. Michael, Elias Ioup, Mahdi Abdelguerfi
Machine learning applications in detecting rip channels from images. Appl. Soft Comput. 78 (2019)
Janak Dahal, Elias Ioup, Shaikh Arifuzzaman, Mahdi Abdelguerfi
Distributed Streaming Analytics on Large-scale Oceanographic Data using Apache Spark. CoRR (2019)
Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik Flanagin
Machine learning applications in detecting sand boils from images. Array (2019)
Janak Dahal, Elias Ioup, Shaikh Arifuzzaman, Mahdi Abdelguerfi
Assessing the Dependability of Apache Spark System: Streaming Analytics on Large-Scale Ocean Data. DependSys (2019)
Elias Ioup, Zhao Yang, Brent Barre, John Sample, Kevin Shaw, Mahdi Abdelguerfi
Annotating Uncertainty in Geospatial and Environmental Data. IEEE Internet Comput. 19 (1) (2015)
D. Marks, Elias Ioup, John Sample, Mahdi Abdelguerfi, Fady Qaddoura
Spatio-temporal Knowledge Discovery in Very Large METOC Data Sets. NSS (2010)
Elias Ioup, Kevin Shaw, John Sample, Mahdi Abdelguerfi
Efficient AKNN spatial network queries using the M-Tree. GIS (2007)
Bin Fu, Zhixiang Chen, Mahdi Abdelguerfi
An Almost Linear Time 2.8334-Approximation Algorithm for the Disc Covering Problem. AAIM (2007)
Mahdi Abdelguerfi, Zhixiang Chen, Bin Fu
-Center Problem. FAW (2007)
Maik Flanagin, Aurélien Grenotton, Jay J. Ratcliff, Kevin Shaw, John Sample, Mahdi Abdelguerfi
Hydraulic Splines: A Hybrid Approach to Modeling River Channel Geometries. Comput. Sci. Eng. 9 (5) (2007)
Kevin Shaw, Elias Ioup, John Sample, Mahdi Abdelguerfi, Olivier Tabone
Efficient Approximation of Spatial Network Queries using the M-Tree with Road Network Embedding. SSDBM (2007)
Shengru Tu, Mahdi Abdelguerfi
Web Services for Geographic Information Systems. IEEE Internet Comput. 10 (5) (2006)
Kevin Shaw, John Sample, Elias Ioup, Mahdi Abdelguerfi, Olivier Mansion
Graph Processing For Spatial Network Queries. IKE (2006)
Maik Flanagin, Aurélien Grenotton, Jay J. Ratcliff, Mahdi Abdelguerfi, Kevin Shaw
Automated terrain generation using LIDAR and waterbody survey data. SAC (2005)
Shengru Tu, Maik Flanagin, Ying Wu, Mahdi Abdelguerfi, Eric Normand, Venkata Mahadevan, Jay J. Ratcliff, Kevin Shaw
Design Strategies to Improve Performance of GIS Web Services. ITCC (2) (2004)
Shengru Tu, Eric Normand, S. Kuchimanchi, V. Bizot, S. Shu, Mahdi Abdelguerfi, Jay J. Ratcliff, Kevin Shaw
Integrating Web services into map image applications. ISCC (2004)
Mahdi Abdelguerfi, Venkata Mahadevan, Nicolas Challier, Maik Flanagin, Kevin Shaw, Jay J. Ratcliff
A High Performance System for Processing Queries on Distributed Geospatial Data Sets. VECPAR (2004)
Mahdi Abdelguerfi, Julie Givaudan, Kevin Shaw, Roy Ladner
The 2-3TR-tree, a trajectory-oriented index structure for fully evolving valid-time spatio-temporal datasets. ACM-GIS (2002)
Shengru Tu, Liang Xu, Mahdi Abdelguerfi, Jay J. Ratcliff
Achieving interoperability for integration of heterogeneous COTS geographic information systems. ACM-GIS (2002)
Roy Ladner, Mahdi Abdelguerfi, Ruth Wilson, John Breckenridge, Frank P. McCreedy, Kevin Shaw
A Framework for Databasing 3D Synthetic Environment Data. DEXA (2001)
Roy Ladner, Mahdi Abdelguerfi, Kevin Shaw
3D Mapping of an Interactive Synthetic Environment. Computer 33 (3) (2000)
Roy Ladner, Kevin Shaw, Mahdi Abdelguerfi
3D Synthetic Environment Representation Using the "Non-Manifold 3D Winged-Edge" Data Structure. INTEROP (1999)
Mahdi Abdelguerfi, Christ Wynne, Edgar Cooper, Roy Ladner, Kevin Shaw
Representation of 3-D Elevation in Terrain Databases Using Hierarchical Triangulated Irregular Networks. A Comparative Analysis. Int. J. Geogr. Inf. Sci. 12 (8) (1998)
Mahdi Abdelguerfi, Edgar Cooper, Christ Wynne, Kevin Shaw
An Extended Vector Product Format (EVPF) Suitable for the Representation of Three-Dimensional Elevation in Terrain Databases. Int. J. Geogr. Inf. Sci. 11 (7) (1997)
Mahdi Abdelguerfi, Edgar Cooper, Christ Wynne, Kevin Shaw, Vincent Miller, Robert Broome, Barbara Ray
A Terrain Database Representation Based on an Extended Vector Product Format. CIKM (1996)
Mahdi Abdelguerfi, Burton S. Kaliski Jr., Wayne Patterson
Guest Editors' Introduction: Public-Key Security Systems. IEEE Micro 16 (3) (1996)
Mahdi Abdelguerfi, K. Grant, E. Murphy, Wayne Patterson, J. Stelly
Duplicate Deletion in a Ring Connected, Shard-Nothing, Parallel Database System. DEXA (1993)
Mahdi Abdelguerfi, Andrea Dunham, Wayne Patterson
MRA: A Computational Technique for Security in High-Performance Systems. SEC (1993)
Mahdi Abdelguerfi
Duplicates Detection, Counting, and Removal. DEXA (1992)
Mahdi Abdelguerfi, Arun K. Sood
Computational Complexity of Sorting and Joining Relations with Duplicates. IEEE Trans. Knowl. Data Eng. 3 (4) (1991)
Mahdi Abdelguerfi, Arun K. Sood
A fine-grain architecture for relational database aggregation operations. IEEE Micro 11 (6) (1991)
Mahdi Abdelguerfi, H. Munaf
A Bit-Sliced Special Purpose Unit for Relational Database Aggregation Operations. ICPP (1) (1990)
Mahdi Abdelguerfi, Arun K. Sood
Sorting and Joining Relations with Duplicate Values. PARBASE / Databases (1990)
Mahdi Abdelguerfi
Special Function Unit for Statistical Aggregation Functions. IWDM (1989)
Mahdi Abdelguerfi, Arun K. Sood, S. Khalaf
Parallel bit-level pipelined VLSI processing unit for the histogramming operation. CVPR (1988)
Mahdi Abdelguerfi, Arun K. Sood
A Bus Connected Cellular Array Processing Unit for relational Database Machines. IWDM (1987)