Omer Mermer - Publications, H-index & Citations

Omer Mermer

Tulane University

5H指数

22论文数

112被引数

收录论文 7

发表时间

Explainable Ensemble Machine Learning for Predicting Injury Severity in Agricultural Accidents 基于可解释集成机器学习的农业事故伤害严重程度预测

Journal of Agromedicine

IF1.7

2026-04-01

PREAI

Mermer, Omer; Zhang, Eddie; Demir, Ibrahim

Agricultural Injury Severity Prediction Using Integrated Data-Driven Analysis: Global Versus Local Explainability Using SHAP 基于集成数据驱动分析的农业伤害严重程度预测：使用SHAP进行全球与局部可解释性比较

Safety

IF1.7

2026-01-08

PREAI

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

Hydro3DJS: A Modular Web-Based Library for Real-Time 3D Visualization of Watershed Dynamics and Digital Twin Integration Hydro3DJS：一个模块化的基于Web的库，用于流域动态的实时3D可视化和数字孪生集成

Environmental Modelling & Software

IF4.6

2025-12-25

OAAI

Ramteja Sajja; Omer Mermer; Yusuf Sermet; Ibrahim Demir

City-scale digital twin framework for flood impact analysis: Integrating urban infrastructure and real-time data analytics 城市级数字孪生框架用于洪水影响分析：整合城市基础设施和实时数据分析

Urban Climate

IF6.9

2025-10-04

PREAI

Sümeyye Kaynak; Baran Kaynak; Omer Mermer; Ibrahim Demir

A Comparative Study of Ensemble Machine Learning and Explainable AI for Predicting Harmful Algal Blooms Mermer, O., Zhang, E., Demir, I., 2025. 集成机器学习与可解释人工智能在预测有害藻华中的比较研究。大数据与认知计算 9, 138.

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

IF0

2025-09-23

OAAI

Omer Mermer; Eddie Zhang; Ibrahim Demir

Predicting Harmful Algal Blooms Using Explainable Deep Learning Models: A Comparative Study 使用可解释的深度学习模型预测有害藻华: 一项比较研究

WATER

IF3

2025-02-26

OAAI

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

The Implementation of Multimodal Large Language Models for Hydrological Applications: A Comparative Study of GPT-4 Vision, Gemini, LLaVa, and Multimodal-GPT 用于水文应用的多模态大语言模型的实现: GPT-4视觉，双子座，LLaVa和多模态GPT的比较研究

hydrology

IF3.2

2024-09-11

OAAI

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

研究方向