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Otilia Elena Dragomir

Valahia University of Targoviste

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Open access Aug 2026

Prediction of Indoor CO2 Concentration in a University Hospital Using Machine Learning Algorithms

Machine Learning (ML) models effectively capture complex, nonlinear, multimodal, and time-dependent patterns in indoor environments. In thisstudy, the relationship between indoor CO2 concentrations and environmental variables in different areas of a university hospital was investigated using ML methods. The dataset is...

M. Işık, Yelda Durgun Şahin, Serhat Doğan et al. · 0 citations
Open access Aug 2026

LLM-Based Semantic Navigation on a Low-Cost ROS Mobile Robot: A Hybrid Edge–Cloud Architecture

A semantic-aware autonomous navigation framework implemented on a ROS 1 (Melodic) mobile robot equipped with a two-dimensional light detection and ranging (LiDAR) sensor and an RGB-D camera that offers a low-cost, extensible basis for language-guided robots in smart environments.

M. Paun, F. Dragomir, Otilia Elena Dragomir et al. · 0 citations

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