Wavelet Statistics for Human Motion Classification. - Kevin Quennesson; Elias Ioup; Charles L. Isbell Jr. (AAAI, 2006)

Graph Processing For Spatial Network Queries. - Kevin Shaw; John Sample; Elias Ioup; Mahdi Abdelguerfi; Olivier Mansion (IKE, 2006)

Enhancing the US Navy's GIDB Portal with Web Services. - John Sample; Roy Ladner; Lev Shulman; Elias Ioup; Frederick E. Petry; Elizabeth Warner; Kevin Shaw; Frank P. McCreedy (IEEE Internet Comput., 2006)

Efficient AKNN spatial network queries using the M-Tree. - Elias Ioup; Kevin Shaw; John Sample; Mahdi Abdelguerfi (GIS, 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 (SSDBM, 2007)

Geospatial Web Services : Bridging the Gap Between OGC and Web Services. - Elias Ioup; Bruce Lin; John Sample; Kevin Shaw; Andry Rabemanansoa; Jean Reimbold (Geospatial Services and Applications for the Internet, 2008)

Improving Relation Extraction by Exploiting Properties of the Target Relation. - Eric Normand; Kevin Grant; Elias Ioup; John Sample (SSDBM, 2009)

Spatio-temporal Knowledge Discovery in Very Large METOC Data Sets. - D. Marks; Elias Ioup; John Sample; Mahdi Abdelguerfi; Fady Qaddoura (NSS, 2010)

Communicating uncertainty information across conceptual boundaries. - Paul Hyden; Elias Ioup; Stephen Russell 001 (WSC, 2011)

Annotating Uncertainty in Geospatial and Environmental Data. - Elias Ioup; Zhao Yang; Brent Barre; John Sample; Kevin Shaw; Mahdi Abdelguerfi (IEEE Internet Comput., 2015)

Assessing the Dependability of Apache Spark System: Streaming Analytics on Large-Scale Ocean Data. - Janak Dahal; Elias Ioup; Shaikh Arifuzzaman; Mahdi Abdelguerfi (DependSys, 2019)

Machine learning applications in detecting rip channels from images. - Corey Maryan; Md. Tamjidul Hoque; Christopher J. Michael 001; Elias Ioup; Mahdi Abdelguerfi (Appl. Soft Comput., 2019)

Distributed Streaming Analytics on Large-scale Oceanographic Data using Apache Spark. - Janak Dahal; Elias Ioup; Shaikh Arifuzzaman; Mahdi Abdelguerfi (CoRR, 2019)

Forecasting Rogue Waves in Oceanic Waters. - Pujan Pokhrel; Elias Ioup; Md. Tamjidul Hoque; Mahdi Abdelguerfi; Julian Simeonov (ICMLA, 2020)

Flight Data of Airplane for Wind Forecasting. - Astha Sharma; Tamjidul Hoque; Elias Ioup; Mahdi Abdelguerfi (IGARSS, 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)

Forecasting Significant Wave Heights in Oceanic Waters. - Pujan Pokhrel; Elias Ioup; Md. Tamjidul Hoque; Mahdi Abdelguerfi; Julian Simeonov (CoRR, 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)

A Stochastic Geo-spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies. - Ted Edward Holmberg; Elias Ioup; Mahdi Abdelguerfi (IEEE Big Data, 2022)

Multi-Channel Residual Learning for Marine Mammal Vocalization Classification. - Daniel T. Murphy; Elias Ioup; Christopher J. Michael 001; Md. Tamjidul Hoque; Mahdi Abdelguerfi (IGARSS, 2022)

Residual Learning for Marine Mammal Classification. - Daniel T. Murphy; Elias Ioup; Md. Tamjidul Hoque; Mahdi Abdelguerfi (IEEE Access, 2022)

STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies. - Ted Edward Holmberg; Mahdi Abdelguerfi; Elias Ioup (IEEE Big Data, 2023)

KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements. - Md Meftahul Ferdaus; Mahdi Abdelguerfi; Elias Ioup; David Dobson; Kendall N. Niles; Ken Pathak; Steven Sloan (AIMLSystems, 2024)

Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR. - Ted Edward Holmberg; Elias Ioup; Mahdi Abdelguerfi (IEEE Big Data, 2024)

Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models. - Md Meftahul Ferdaus; Mahdi Abdelguerfi; Elias Ioup; Kendall N. Niles; Ken Pathak; Steven Sloan (CoRR, 2024)

Physics-Informed Neural Network Surrogate Models for River Stage Prediction. - 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 (CoRR, 2025)

Accelerating HEC-RAS: A Recurrent Neural Operator for Rapid River Forecasting. - 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 (CoRR, 2025)

Few-Shot Learning in Video and 3D Object Detection: A Survey. - Md Meftahul Ferdaus; Kendall N. Niles; Joe Tom; Mahdi Abdelguerfi; Elias Ioup (CoRR, 2025)