Elias Ioup

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 15

Top Topics

Environmental Data

Elman Neural Network

Machine Learning

Forecast Models

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)
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)
Ted Holmberg, Mahdi Abdelguerfi, Elias Ioup
STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies. BigData (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)
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)
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)
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)
Paul Hyden, Elias Ioup, Stephen Russell
Communicating uncertainty information across conceptual boundaries. WSC (2011)
D. Marks, Elias Ioup, John Sample, Mahdi Abdelguerfi, Fady Qaddoura
Spatio-temporal Knowledge Discovery in Very Large METOC Data Sets. NSS (2010)
Eric Normand, Kevin Grant, Elias Ioup, John Sample
Improving Relation Extraction by Exploiting Properties of the Target Relation. SSDBM (2009)
Elias Ioup, Kevin Shaw, John Sample, Mahdi Abdelguerfi
Efficient AKNN spatial network queries using the M-Tree. GIS (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)
John Sample, Roy Ladner, Lev Shulman, Elias Ioup, Frederick E. Petry, Elizabeth Warner, Kevin Shaw, Frank P. McCreedy
Enhancing the US Navy's GIDB Portal with Web Services. IEEE Internet Comput. 10 (5) (2006)
Kevin Quennesson, Elias Ioup, Charles L. Isbell Jr.
Wavelet Statistics for Human Motion Classification. AAAI (2006)
Kevin Shaw, John Sample, Elias Ioup, Mahdi Abdelguerfi, Olivier Mansion
Graph Processing For Spatial Network Queries. IKE (2006)