Elena Mocanu - Publications, H-index & Citations

Elena Mocanu

Eindhoven University of Technology

16H指数

69论文数

2.1K被引数

收录论文 7

发表时间

Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders 快速而稳健的特征选择: 自动编码器节能稀疏训练的优势

MACHINE LEARNING

IF2.9

2021-10-27

OAAI

Atashgahi, Zahra; Sokar, Ghada; van der Lee, Tim; Mocanu, Elena; Mocanu, Decebal Constantin; Veldhuis, Raymond; Pechenizkiy, Mykola

On-Line Building Energy Optimization Using Deep Reinforcement Learning 基于深度强化学习的在线建筑能耗优化

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2019-07-01

126

OAAI

Mocanu, Elena; Mocanu, Decebal Constantin; Nguyen, Phuong H.; Liotta, Antonio; Webber, Michael E.; Gibescu, Madeleine; Slootweg, J. G.

Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science

NATURE COMMUNICATIONS

IF15.7

2018-06-19

346

OAAI

Mocanu, Decebal Constantin; Mocanu, Elena; Stone, Peter; Nguyen, Phuong H.; Gibescu, Madeleine; Liotta, Antonio

Enabling Cooperative Behavior for Building Demand Response Based on Extended Joint Action Learning

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2018-01-01

OAAI

Hurtado, Luis A.; Mocanu, Elena; Nguyen, Phuong H.; Gibescu, Madeleine; Kamphuis, Rene I. G.

Medium Voltage DC Power Systems on Ships: An Offline Parameter Estimation for Tuning the Controllers' Linearizing Function

IEEE TRANSACTIONS ON ENERGY CONVERSION

IF5.4

2017-06-01

OAAI

Bosich, Daniele; Sulligoi, Giorgio; Mocanu, Elena; Gibescu, Madeleine

A topological insight into restricted Boltzmann machines

MACHINE LEARNING

IF2.9

2016-07-15

OAAI

Mocanu, Decebal Constantin; Mocanu, Elena; Nguyen, Phuong H.; Gibescu, Madeleine; Liotta, Antonio

Unsupervised energy prediction in a Smart Grid context using reinforcement cross-building transfer learning 基于强化交叉建筑迁移学习的智能电网无监督能源预测

ENERGY AND BUILDINGS

IF7.1

2016-03-01

134

OAAI

Mocanu, Elena; Nguyen, Phuong H.; Kling, Wil L.; Gibescu, Madeleine

研究方向