Simona‐Vasilica Oprea

Machine Learning Algorithms for Short-Term Load Forecast in Residential Buildings Using Smart Meters, Sensors and Big Data Solutions

Simona‐Vasilica Oprea, Adela Bârã · IEEE Access · 2019 · 106 citations · Full text

Engineering, Machine Learning, Machine Learning Algorithms +20

Anomaly Detection with Machine Learning Algorithms and Big Data in Electricity Consumption

Simona‐Vasilica Oprea, Adela Bârã, Florina Puican et al. · Sustainability · 2021 · 74 citations · Full text

Fraud Detection, Anomaly Detection, Machine Learning +21

The stochastic bid generation problem in combinatorial transportation auctions

Chefi Triki, Simona‐Vasilica Oprea, Patrizia Beraldi et al. · European Journal of Operational Research · 2013 · 70 citations

Mathematical Programming, Combinatorial Transportation Auctions, Electronic Auction +9

PV Forecasting Using Support Vector Machine Learning in a Big Data Analytics Context

Ştefan Preda, Simona‐Vasilica Oprea, Adela Bârã et al. · Symmetry · 2018 · 65 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +23

Devising a trading mechanism with a joint price adjustment for local electricity markets using blockchain. Insights for policy makers

Simona‐Vasilica Oprea, Adela Bârã · Energy Policy · 2021 · 61 citations

Economics, Policy Makers, Energy Trade +11