Mahdi Abdelguerfi

79 papers A* 1A 1B 6C 10Misc 4Journal 43Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Edge-Optimized Vision-Language Models for Underground Infrastructure Assessment. CoRR Johny Javier Lopez, Md Meftahul Ferdaus, Mahdi Abdelguerfi
2026	J	`jnl`	Few-Shot Learning in Video and 3D Object Detection: A Survey. ACM Comput. Surv. Md Meftahul Ferdaus, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Elias Ioup
2026	J	`jnl`	Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models. ACM Comput. Surv. Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Loup, Kendall N. Niles, Ken Pathak, Steven Sloan
2026	J	`jnl`	VeloxNet: Efficient Spatial Gating for Lightweight Embedded Image Classification. CoRR Md Meftahul Ferdaus, Elias Ioup, Mahdi Abdelguerfi, Anton Netchaev, Steven Sloan, Ken Pathak, Kendall N. Niles
2025	J	`jnl`	A Comprehensive Review of Phase-Averaged and Phase-Resolving Wave Models for Coastal Modeling Applications. CoRR Md Meftahul Ferdaus, Nathan Alton Cooper, Austin B. Schmidt, Pujan Pokhrel, Elias Ioup, Mahdi Abdelguerfi, Julian Simeonov
2025	B	`conf`	A Knowledge-Graph Translation Layer for Mission-Aware Multi-Agent Path Planning in Spatiotemporal Dynamics. IEEE Big Data Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi
2025	J	`jnl`	A Knowledge-Graph Translation Layer for Mission-Aware Multi-Agent Path Planning in Spatiotemporal Dynamics. CoRR Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi
2025	J	`jnl`	Accelerating HEC-RAS: A Recurrent Neural Operator for Rapid River Forecasting. CoRR Ted Edward Holmberg, Pujan Pokhrel, Maximilian Zoch, Elias Ioup, Ken Pathak, Steven Sloan, Kendall N. Niles, Jay J. Ratcliff, Maik Flanagin, Christian Guetl, Julian Simeonov, Mahdi Abdelguerfi
2025	J	`jnl`	Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation. CoRR Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Christian Guetl, Steven Sloan, Kendall N. Niles, Ken Pathak
2025	J	`jnl`	FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks. CoRR Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Christian Guetl, Steven Sloan, Kendall N. Niles, Ken Pathak
2025	J	`jnl`	Few-Shot Learning in Video and 3D Object Detection: A Survey. CoRR Md Meftahul Ferdaus, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Elias Ioup
2025	J	`jnl`	Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network. IEEE Trans. Syst. Man Cybern. Syst. Rasha Alshawi, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Steven Sloan
2025	J	`jnl`	KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning. CoRR Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Steven Sloan, Kendall N. Niles, Ken Pathak
2025	J	`jnl`	Physics-Informed Neural Network Surrogate Models for River Stage Prediction. CoRR Maximilian Zoch, Ted Edward Holmberg, Pujan Pokhrel, Ken Pathak, Steven Sloan, Kendall N. Niles, Jay J. Ratcliff, Maik Flanagin, Elias Ioup, Christian Guetl, Mahdi Abdelguerfi
2025	J	`jnl`	Widened Attention-Enhanced Atrous Convolutional Network for Efficient Embedded Vision Applications under Resource Constraints. Adv. Intell. Syst. Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Joe Tom
2024	J	`jnl`	A Stochastic Geo-spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies. CoRR Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi
2024	J	`jnl`	Application of Deep Learning for Segmenting Seepages in Levee Systems. Remote. Sens. Manisha Panta, Padam Jung Thapa, Md. Tamjidul Hoque, Kendall N. Niles, Steven Sloan, Maik Flanagin, Ken Pathak, Mahdi Abdelguerfi
2024	J	`jnl`	Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network. CoRR Rasha Alshawi, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Steven Sloan
2024	—	`conf`	KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements. AIMLSystems Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson, Kendall N. Niles, Ken Pathak, Steven Sloan
2024	J	`jnl`	KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements. CoRR Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson, Kendall N. Niles, Ken Pathak, Steven Sloan
2024	B	`conf`	Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR. IEEE Big Data Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi
2024	J	`jnl`	Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR. CoRR Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi
2024	J	`jnl`	SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes. CoRR Rasha Alshawi, Md Meftahul Ferdaus, Md. Tamjidul Hoque, Kendall N. Niles, Ken Pathak, Steven Sloan, Mahdi Abdelguerfi
2024	J	`jnl`	STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies. CoRR Ted Edward Holmberg, Mahdi Abdelguerfi, Elias Ioup
2024	J	`jnl`	Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models. CoRR Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Kendall N. Niles, Ken Pathak, Steven Sloan
2023	J	`jnl`	Deep Learning Approach for Accurate Segmentation of Sand Boils in Levee Systems. IEEE Access Manisha Panta, Md. Tamjidul Hoque, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Maik Flanagin
2023	J	`jnl`	Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation. CoRR Rasha Alshawi, Md. Tamjidul Hoque, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Prathak, Joe Tom, Jordan Klein, Murtada Mousa, Johny Javier Lopez
2023	J	`jnl`	Dual-Stream Attention Transformers for Sewer Defect Classification. CoRR Abdullah Al Redwan Newaz, Mahdi Abdelguerfi, Kendall N. Niles, Joe Tom
2023	J	`jnl`	IterLUNet: Deep Learning Architecture for Pixel-Wise Crack Detection in Levee Systems. IEEE Access Manisha Panta, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin
2023	B	`conf`	STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies. IEEE Big Data Ted Edward Holmberg, Mahdi Abdelguerfi, Elias Ioup
2022	B	`conf`	A Stochastic Geo-spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies. IEEE Big Data Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi
2022	C	`conf`	Multi-Channel Residual Learning for Marine Mammal Vocalization Classification. IGARSS Daniel T. Murphy, Elias Ioup, Christopher J. Michael, Md. Tamjidul Hoque, Mahdi Abdelguerfi
2022	C	`conf`	Pixel-Level Crack Detection in Levee Systems: A Comparative Study. IGARSS Manisha Panta, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin
2022	J	`jnl`	Residual Learning for Marine Mammal Classification. IEEE Access Daniel T. Murphy, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi
2021	J	`jnl`	A LightGBM based Forecasting of Dominant Wave Periods in Oceanic Waters. CoRR Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov
2021	J	`jnl`	Forecasting Significant Wave Heights in Oceanic Waters. CoRR Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov
2020	C	`conf`	Flight Data of Airplane for Wind Forecasting. IGARSS Astha Sharma, Tamjidul Hoque, Elias Ioup, Mahdi Abdelguerfi
2020	C	`conf`	Forecasting Rogue Waves in Oceanic Waters. ICMLA Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov
2020	C	`conf`	Levee-Crack Detection from Satellite or Drone Imagery Using Machine Learning Approaches. IGARSS Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin
2020	J	`jnl`	Random Forest Classifier Based Prediction of Rogue waves on Deep Oceans. CoRR Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Julian Simeonov, Mahdi Abdelguerfi
2019	J	`jnl`	A Machine Learning Approach to Determine Oyster Vessel Behavior. Mach. Learn. Knowl. Extr. Devin Joseph Frey, Avdesh Mishra, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Thomas Soniat
2019	—	`conf`	Assessing the Dependability of Apache Spark System: Streaming Analytics on Large-Scale Ocean Data. DependSys Janak Dahal, Elias Ioup, Shaikh Arifuzzaman, Mahdi Abdelguerfi
2019	J	`jnl`	Distributed Streaming Analytics on Large-scale Oceanographic Data using Apache Spark. CoRR Janak Dahal, Elias Ioup, Shaikh Arifuzzaman, Mahdi Abdelguerfi
2019	J	`jnl`	Machine learning applications in detecting rip channels from images. Appl. Soft Comput. Corey Maryan, Md. Tamjidul Hoque, Christopher J. Michael, Elias Ioup, Mahdi Abdelguerfi
2019	J	`jnl`	Machine learning applications in detecting sand boils from images. Array Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik Flanagin
2015	J	`jnl`	Annotating Uncertainty in Geospatial and Environmental Data. IEEE Internet Comput. Elias Ioup, Zhao Yang, Brent Barre, John Sample, Kevin Shaw, Mahdi Abdelguerfi
2010	B	`conf`	Spatio-temporal Knowledge Discovery in Very Large METOC Data Sets. NSS D. Marks, Elias Ioup, John Sample, Mahdi Abdelguerfi, Fady Qaddoura
2008	—	`book`	Geospatial Services and Applications for the Internet Geospatial Services and Applications for the Internet John Sample, Kevin Shaw, Shengru Tu, Mahdi Abdelguerfi
2007	C	`conf`	An Almost Linear Time 2.8334-Approximation Algorithm for the Disc Covering Problem. AAIM Bin Fu, Zhixiang Chen, Mahdi Abdelguerfi
2007	—	`conf`	Efficient AKNN spatial network queries using the M-Tree. GIS Elias Ioup, Kevin Shaw, John Sample, Mahdi Abdelguerfi
2007	B	`conf`	Efficient Approximation of Spatial Network Queries using the M-Tree with Road Network Embedding. SSDBM Kevin Shaw, Elias Ioup, John Sample, Mahdi Abdelguerfi, Olivier Tabone
2007	J	`jnl`	Hydraulic Splines: A Hybrid Approach to Modeling River Channel Geometries. Comput. Sci. Eng. Maik Flanagin, Aurélien Grenotton, Jay J. Ratcliff, Kevin Shaw, John Sample, Mahdi Abdelguerfi
2007	Misc	`conf`	On the Complexity of Approximation Streaming Algorithms for the FAW Mahdi Abdelguerfi, Zhixiang Chen, Bin Fu
2006	Misc	`conf`	Graph Processing For Spatial Network Queries. IKE Kevin Shaw, John Sample, Elias Ioup, Mahdi Abdelguerfi, Olivier Mansion
2006	J	`jnl`	Web Services for Geographic Information Systems. IEEE Internet Comput. Shengru Tu, Mahdi Abdelguerfi
2005	Misc	`conf`	Automated terrain generation using LIDAR and waterbody survey data. SAC Maik Flanagin, Aurélien Grenotton, Jay J. Ratcliff, Mahdi Abdelguerfi, Kevin Shaw
2005	—	`book`	Stream Data Management Nauman A. Chaudhry, Kevin Shaw, Mahdi Abdelguerfi
2004	—	`conf`	A High Performance System for Processing Queries on Distributed Geospatial Data Sets. VECPAR Mahdi Abdelguerfi, Venkata Mahadevan, Nicolas Challier, Maik Flanagin, Kevin Shaw, Jay J. Ratcliff
2004	—	`conf`	Design Strategies to Improve Performance of GIS Web Services. ITCC (2) Shengru Tu, Maik Flanagin, Ying Wu, Mahdi Abdelguerfi, Eric Normand, Venkata Mahadevan, Jay J. Ratcliff, Kevin Shaw
2004	C	`conf`	Integrating Web services into map image applications. ISCC Shengru Tu, Eric Normand, S. Kuchimanchi, V. Bizot, S. Shu, Mahdi Abdelguerfi, Jay J. Ratcliff, Kevin Shaw
2002	—	`conf`	Achieving interoperability for integration of heterogeneous COTS geographic information systems. ACM-GIS Shengru Tu, Liang Xu, Mahdi Abdelguerfi, Jay J. Ratcliff
2002	—	`conf`	The 2-3TR-tree, a trajectory-oriented index structure for fully evolving valid-time spatio-temporal datasets. ACM-GIS Mahdi Abdelguerfi, Julie Givaudan, Kevin Shaw, Roy Ladner
2001	C	`conf`	A Framework for Databasing 3D Synthetic Environment Data. DEXA Roy Ladner, Mahdi Abdelguerfi, Ruth Wilson, John Breckenridge, Frank P. McCreedy, Kevin Shaw
2000	J	`jnl`	3D Mapping of an Interactive Synthetic Environment. Computer Roy Ladner, Mahdi Abdelguerfi, Kevin Shaw
1999	—	`conf`	3D Synthetic Environment Representation Using the "Non-Manifold 3D Winged-Edge" Data Structure. INTEROP Roy Ladner, Kevin Shaw, Mahdi Abdelguerfi
1998	J	`jnl`	Representation of 3-D Elevation in Terrain Databases Using Hierarchical Triangulated Irregular Networks. A Comparative Analysis. Int. J. Geogr. Inf. Sci. Mahdi Abdelguerfi, Christ Wynne, Edgar Cooper, Roy Ladner, Kevin Shaw
1997	J	`jnl`	An Extended Vector Product Format (EVPF) Suitable for the Representation of Three-Dimensional Elevation in Terrain Databases. Int. J. Geogr. Inf. Sci. Mahdi Abdelguerfi, Edgar Cooper, Christ Wynne, Kevin Shaw
1996	A	`conf`	A Terrain Database Representation Based on an Extended Vector Product Format. CIKM Mahdi Abdelguerfi, Edgar Cooper, Christ Wynne, Kevin Shaw, Vincent Miller, Robert Broome, Barbara Ray
1996	J	`jnl`	Guest Editors' Introduction: Public-Key Security Systems. IEEE Micro Mahdi Abdelguerfi, Burton S. Kaliski Jr., Wayne Patterson
1993	C	`conf`	Duplicate Deletion in a Ring Connected, Shard-Nothing, Parallel Database System. DEXA Mahdi Abdelguerfi, K. Grant, E. Murphy, Wayne Patterson, J. Stelly
1993	Misc	`conf`	MRA: A Computational Technique for Security in High-Performance Systems. SEC Mahdi Abdelguerfi, Andrea Dunham, Wayne Patterson
1992	C	`conf`	Duplicates Detection, Counting, and Removal. DEXA Mahdi Abdelguerfi
1991	J	`jnl`	A fine-grain architecture for relational database aggregation operations. IEEE Micro Mahdi Abdelguerfi, Arun K. Sood
1991	J	`jnl`	Computational Complexity of Sorting and Joining Relations with Duplicates. IEEE Trans. Knowl. Data Eng. Mahdi Abdelguerfi, Arun K. Sood
1990	—	`conf`	A Bit-Sliced Special Purpose Unit for Relational Database Aggregation Operations. ICPP (1) Mahdi Abdelguerfi, H. Munaf
1990	—	`conf`	Sorting and Joining Relations with Duplicate Values. PARBASE / Databases Mahdi Abdelguerfi, Arun K. Sood
1989	—	`conf`	Special Function Unit for Statistical Aggregation Functions. IWDM Mahdi Abdelguerfi
1988	A*	`conf`	Parallel bit-level pipelined VLSI processing unit for the histogramming operation. CVPR Mahdi Abdelguerfi, Arun K. Sood, S. Khalaf
1987	—	`conf`	A Bus Connected Cellular Array Processing Unit for relational Database Machines. IWDM Mahdi Abdelguerfi, Arun K. Sood