Decebal Constantin Mocanu

On-Line Building Energy Optimization Using Deep Reinforcement Learning

Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen et al. · IEEE Transactions on Smart Grid · 2018 · 603 citations · Full text

Engineering, Machine Learning, Data Science +11

Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance

Francesco Cauteruccio, Giancarlo Fortino, Antonio Guerrieri et al. · Information Fusion · 2018 · 110 citations · Full text

Multi-parameterized Edit Distance, Anomaly Detection, Machine Learning +12

A topological insight into restricted Boltzmann machines

Decebal Constantin Mocanu, Elena Mocanu, Phuong H. Nguyen et al. · Machine Learning · 2016 · 79 citations · Full text

Deep Learning for Quality Assessment in Live Video Streaming

Maria Torres Vega, Decebal Constantin Mocanu, Jeroen Famaey et al. · IEEE Signal Processing Letters · 2017 · 63 citations · Full text

Image Analysis, Machine Learning, Data Science +13

An automated measure of MDP similarity for transfer in reinforcement learning

Haitham Bou Ammar, Eric Eaton, Matthew E. Taylor et al. · 2014 · 60 citations