Decebal Constantin Mocanu - Publications, H-index & Citations

Back

Decebal Constantin Mocanu

Eindhoven University of Technology

24H-index

131Paper Count

2.2KCitation Count

Published Papers 15

Publication Date

A brain-inspired algorithm for training highly sparse neural networks

MACHINE LEARNING

IF2.9

2022-11-08

OAAI

Atashgahi, Zahra; Pieterse, Joost; Liu, Shiwei; Mocanu, Decebal Constantin; Veldhuis, Raymond; Pechenizkiy, Mykola

Save

Situation-Aware Drivable Space Estimation for Automated Driving

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-07-01

OAAI

Sanchez, Manuel Munoz; Pogosov, Denis; Silvas, Emilia; Mocanu, Decebal Constantin; Elfring, Jos; van de Molengraft, Rene

Save

Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders

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

Save

SpaceNet: Make Free Space for Continual Learning

NEUROCOMPUTING

IF6.5

2021-06-01

OAAI

Sokar, Ghada; Mocanu, Decebal Constantin; Pechenizkiy, Mykola

Save

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

INFORMATION FUSION

IF15.5

2019-12-01

OAAI

Cauteruccio, Francesco; Fortino, Giancarlo; Guerrieri, Antonio; Liotta, Antonio; Mocanu, Decebal Constantin; Perra, Cristian; Terracina, Giorgio; Vega, Maria Torres

Save

On-Line Building Energy Optimization Using Deep Reinforcement Learning

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.

Save

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

Save

Decentralized dynamic understanding of hidden relations in complex networks (vol 8, 1571, 2018)

SCIENTIFIC REPORTS

IF3.9

2018-04-30

OAAI

Mocanu, Decebal Constantin; Exarchakos, Georgios; Liotta, Antonio

Save

Decentralized dynamic understanding of hidden relations in complex networks

SCIENTIFIC REPORTS

IF3.9

2018-01-25

OAAI

Mocanu, Decebal Constantin; Exarchakos, Georgios; Liotta, Antonio

Save

Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines

PATTERN RECOGNITION

IF7.6

2017-09-01

OAAI

Mocanu, Decebal Constantin; Ammar, Haitham Bou; Puig, Luis; Eaton, Eric; Liotta, Antonio

Save

Deep Learning for Quality Assessment in Live Video Streaming

ieee signal processing magazine

IF3.9

2017-06-01

OAAI

Vega, Maria Torres; Mocanu, Decebal Constantin; Famaey, Jeroen; Stavrou, Stavros; Liotta, Antonio

Save

Unsupervised deep learning for real-time assessment of video streaming services

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2017-05-31

OAAI

Vega, Maria Torres; Mocanu, Decebal Constantin; Liotta, Antonio

Save

Predictive no-reference assessment of video quality

SIGNAL PROCESSING-IMAGE COMMUNICATION

IF2.7

2017-03-01

PREAI

Vega, Maria Torres; Mocanu, Decebal Constantin; Stavrou, Stavros; Liotta, Antonio

Save

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

Save

Factored four way conditional restricted Boltzmann machines for activity recognition

PATTERN RECOGNITION LETTERS

IF3.3

2015-11-01

OAAI

Mocanu, Decebal Constantin; Ammar, Haitham Bou; Lowet, Dietwig; Driessens, Kurt; Liotta, Antonio; Weiss, Gerhard; Tuyls, Karl

Save

Research Directions