Omer Mermer - Publications, H-index & Citations

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Omer Mermer

Tulane University

5H-index

22Paper Count

112Citation Count

Published Papers 7

Publication Date

Explainable Ensemble Machine Learning for Predicting Injury Severity in Agricultural Accidents

Journal of Agromedicine

IF1.7

2026-04-01

PREAI

Mermer, Omer; Zhang, Eddie; Demir, Ibrahim

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Agricultural Injury Severity Prediction Using Integrated Data-Driven Analysis: Global Versus Local Explainability Using SHAP

Safety

IF1.7

2026-01-08

PREAI

Mermer, Omer; Liu, Yanan; Jennissen, Charles A.; Sonka, Milan; Demir, Ibrahim

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Hydro3DJS: A Modular Web-Based Library for Real-Time 3D Visualization of Watershed Dynamics and Digital Twin Integration

Environmental Modelling & Software

IF4.6

2025-12-25

OAAI

Ramteja Sajja; Omer Mermer; Yusuf Sermet; Ibrahim Demir

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City-scale digital twin framework for flood impact analysis: Integrating urban infrastructure and real-time data analytics

Urban Climate

IF6.9

2025-10-04

PREAI

Sümeyye Kaynak; Baran Kaynak; Omer Mermer; Ibrahim Demir

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A Comparative Study of Ensemble Machine Learning and Explainable AI for Predicting Harmful Algal Blooms

Big Data and Cognitive Computing 2025, Vol. 9, Page 138

IF0

2025-09-23

OAAI

Omer Mermer; Eddie Zhang; Ibrahim Demir

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Predicting Harmful Algal Blooms Using Explainable Deep Learning Models: A Comparative Study

WATER

IF3

2025-02-26

OAAI

Demiray, Bekir Zahit; Mermer, Omer; Baydaroglu, Ozlem; Demir, Ibrahim

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The Implementation of Multimodal Large Language Models for Hydrological Applications: A Comparative Study of GPT-4 Vision, Gemini, LLaVa, and Multimodal-GPT

hydrology

IF3.2

2024-09-11

OAAI

Kadiyala, Likith Anoop; Mermer, Omer; Samuel, Dinesh Jackson; Sermet, Yusuf; Demir, Ibrahim

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Research Directions