Decebal Constantin Mocanu - Google Scholar

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	All	Since 2015
Citations	947	915
h-index	17	17
i10-index	28	28

240

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180

201420152016201720182019202027 92 82 134 196 238 167

Co-authors

Antonio LiottaProfessor of Data Science and Intelligent SystemsVerified email at napier.ac.uk
Maria Torres VegaPostdoctoral researcher, Ghent UniversityVerified email at ugent.be
Elena MocanuAssistant Professor, University of TwenteVerified email at utwente.nl
Haitham Bou AmmarReinforcement Learning Team Leader @ Huawei London & H. Lecturer @ UCLVerified email at huawei.com
Madeleine GibescuProfessor of Intermittent Renewable Energy, Utrecht UniversityVerified email at uu.nl
Georgios ExarchakosElectrical Engineering, Eindhoven University of TechnologyVerified email at tue.nl
Phuong H. NguyenEindhoven University of TechnologyVerified email at tue.nl
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolVerified email at google.com
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityVerified email at maastrichtuniversity.nl
Kurt DriessensAssociate Professor, Maastricht UniversityVerified email at maastrichtuniversity.nl
Eric EatonUniversity of PennsylvaniaVerified email at cis.upenn.edu
Mykola PechenizkiyEindhoven University of TechnologyVerified email at tue.nl
Peter StoneProfessor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
Matthew E. TaylorAssociate Professor, University of AlbertaVerified email at ualberta.ca
Giancarlo FortinoFull Professor of Computer Engineering, Università della CalabriaVerified email at unical.it
Stavros StavrouProfessor, Open University of CyprusVerified email at ouc.ac.cy
Anil YamanPostdoctoral Researcher, Korea Advanced Institute of Science and TechnologyVerified email at tue.nl
Michael E. WebberENGIE and The University of Texas at AustinVerified email at mail.utexas.edu
J.G. Slootweghoogleraar Smart Grids, Technische Universiteit EindhovenVerified email at tue.nl
Vlado MenkovskiEindhoven University of TechnologyVerified email at tue.nl

Decebal Constantin Mocanu

Assistant Professor, University of Twente

Verified email at utwente.nl - Homepage

artificial intelligence machine learning deep learning complex networks scalability


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On-line building energy optimization using deep reinforcement learning E Mocanu, DC Mocanu, PH Nguyen, A Liotta, ME Webber, M Gibescu, ... IEEE transactions on smart grid 10 (4), 3698-3708, 2018	126	2018
Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science DC Mocanu, E Mocanu, P Stone, PH Nguyen, M Gibescu, A Liotta Nature communications 9 (1), 1-12, 2018	91	2018
An automated measure of mdp similarity for transfer in reinforcement learning HB Ammar, E Eaton, ME Taylor, DC Mocanu, K Driessens, G Weiss, ... Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014	53	2014
Automatically mapped transfer between reinforcement learning tasks via three-way restricted boltzmann machines HB Ammar, DC Mocanu, ME Taylor, K Driessens, K Tuyls, G Weiss Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013	51*	2013
A topological insight into restricted Boltzmann machines DC Mocanu, E Mocanu, PH Nguyen, M Gibescu, A Liotta Machine Learning 104 (2), 243--270, 2016	48	2016
Factored four way conditional restricted boltzmann machines for activity recognition DC Mocanu, HB Ammar, D Lowet, K Driessens, A Liotta, G Weiss, K Tuyls Pattern Recognition Letters 66, 100-108, 2015	41*	2015
Deep learning for quality assessment in live video streaming MT Vega, DC Mocanu, J Famaey, S Stavrou, A Liotta IEEE signal processing letters 24 (6), 736-740, 2017	40	2017
DEEP LEARNING FOR OBJECTIVE QUALITY ASSESSMENT OF 3D IMAGES DC Mocanu, G Exarchakos, A Liotta IEEE International Conference on Image Processing (ICIP), 2014	39	2014
Factored Four Way Conditional Restricted Boltzmann Machines for Activity Recognition (Type B Paper) DC Mocanu, HB Ammar, D Lowet, K Driessens, A Liotta, G Weiss, K Tuyls Proceedings of the 27th Benelux Conference on Artificial Intelligence …, 2015	37*	2015
When does lower bitrate give higher quality in modern video services? DC Mocanu, A Liotta, A Ricci, MT Vega, G Exarchakos 2014 IEEE Network Operations and Management Symposium (NOMS), 1-5, 2014	33	2014
Big IoT data mining for real-time energy disaggregation in buildings DC Mocanu, E Mocanu, PH Nguyen, M Gibescu, A Liotta 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016	31	2016
Reduced Reference Image Quality Assessment via Boltzmann Machines DC Mocanu, G Exarchakos, HB Ammar, A Liotta	30	2015
Predictive no-reference assessment of video quality MT Vega, DC Mocanu, S Stavrou, A Liotta Signal Processing: Image Communication 52, 20-32, 2017	29	2017
No-reference video quality measurement: added value of machine learning DC Mocanu, J Pokhrel, JP Garella, J Seppänen, E Liotou, M Narwaria Journal of Electronic Imaging 24 (6), 061208, 2015	25	2015
Instantaneous video quality assessment for lightweight devices A Liotta, DC Mocanu, V Menkovski, L Cagnetta, G Exarchakos Proceedings of International Conference on Advances in Mobile Computing …, 2013	23	2013
An experimental survey of no-reference video quality assessment methods MT Vega, V Sguazzo, DC Mocanu, A Liotta International Journal of Pervasive Computing and Communications, 2016	22	2016
Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance F Cauteruccio, G Fortino, A Guerrieri, A Liotta, DC Mocanu, C Perra, ... Information Fusion 52, 13-30, 2019	19	2019
Cognitive No-Reference Video Quality Assessment for Mobile Streaming Services MT Vega, E Giordano, DC Mocanu, D Tjondronegoro, A Liotta Quality of Multimedia Experience (QoMEX), 1-6, 2015	19*	2015
Towards ABAC Policy Mining from Logs with Deep Learning DC Mocanu, F Turkmen, A Liotta 18th International Multiconference, IS 2015, Intelligent Systems, Ljubljana …, 2015	16	2015
Inexpensive user tracking using Boltzmann Machines E Mocanu, DC Mocanu, HB Ammar, Z Zivkovic, A Liotta, E Smirnov IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2014	16	2014

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