Adriana‐Simona Mihăiţă

Evaluating air quality by combining stationary, smart mobile pollution monitoring and data-driven modelling

Adriana‐Simona Mihăiţă, Laurent Dupont, Olivier Chery et al. · Journal of Cleaner Production · 2019 · 97 citations

Pollution Detection, Environmental Monitoring, Engineering +13

Boosted Genetic Algorithm Using Machine Learning for Traffic Control Optimization

Tuo Mao, Adriana‐Simona Mihăiţă, Fang Chen et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 83 citations

Intelligent Traffic Management, Engineering, Machine Learning +15

Incident duration prediction using a bi-level machine learning framework with outlier removal and intra–extra joint optimisation

Artur Grigorev, Adriana‐Simona Mihăiţă, Seunghyeon Lee et al. · Transportation Research Part C Emerging Technologies · 2022 · 36 citations

Incident Duration Prediction, Machine Learning, Data Science +8

Multi-objective traffic signal optimization using 3D mesoscopic simulation and evolutionary algorithms

Adriana‐Simona Mihăiţă, Laurent Dupont, Maurício Camargo · Simulation Modelling Practice and Theory · 2018 · 25 citations

Memetic Algorithm, Mesoscopic Simulation, Engineering +8

Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting

Adriana‐Simona Mihăiţă, Zheyuan Liu, Cai Chen et al. · arXiv (Cornell University) · 2019 · 22 citations · Full text

Incident Duration Prediction, Machine Learning, Engineering +26