Projecten per jaar
Persoonlijk profiel
Quote
"Increases in data and computational power mean Artificial Intelligence (AI) has considerable societal impact. Although impactful, the AI theory is extremely far from creating true intelligence. Thus, the question is not what AI will do to humans, but how humans will improve AI and what they will do with it?"
Research profile
Decebal Mocanu is Associate Professor in Machine Learning within the Department of Computer Science, Faculty of Science, Technology and Medicine at the University of Luxembourg (UL); and Guest Faculty Member within the Data Mining group, Department of Mathematics and Computer Science at the Eindhoven University of Technology (TU/e).
Affiliated with
For an updated webpage, please see:
https://wwwen.uni.lu/recherche/fstm/dcs/members/decebal_constantin_mocanu
Academic background
From 2020 until 2023, Decebal was Assistant Professor in Artificial Intelligence and Machine Learning within the DMB group, EEMCS faculty at the University of Twente. In the period 2017 - 2020, Decebal was Assistant Professor in Machine Learning within the Data Mining group, Department of Mathematics and Computer Science, TU/e and a member of TU/e Young Academy of Engineering. Previously, he worked as a PhD candidate at TU/e and as a software developer in industry.
In 2017, Decebal received his PhD in Artificial Intelligence and Network Science from TU/e. During his doctoral studies and after that, Decebal undertook four research visits at the University of Pennsylvania (2014), Julius Maximilians University of Wurzburg (2015), the University of Texas at Austin (2016), and the University of Alberta (2022). Decebal holds a MSc in Artificial Intelligence from Maastricht University for which he received the "Best Master AI Thesis Award", and a BEng in Computer Science from the University Politehnica of Bucharest.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 1 Afgelopen
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Interoperability of Heterogeneous IoT Platforms
Mocanu, D. C. (Projectmedewerker) & Exarchakos, G. (Project Manager)
1/01/16 → 31/12/18
Project: Onderzoek direct
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Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science
Mocanu, D. C., Mocanu, E., Stone, P., Nguyen, H. P., Gibescu, M. & Liotta, A., 19 jun. 2018, In: Nature Communications. 9, 1, 12 blz., 2383.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand367 Citaten (Scopus)804 Downloads (Pure) -
Decentralized dynamic understanding of hidden relations in complex networks
Mocanu, D. C., Exarchakos, G. & Liotta, A., 1 dec. 2018, In: Scientific Reports. 8, 1, 15 blz., 1571.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand15 Citaten (Scopus)166 Downloads (Pure) -
Online contrastive divergence with generative replay: experience replay without storing data
Mocanu, D. C., Torres Vega, M., Eaton, E., Stone, P. & Liotta, A., 18 okt. 2016, In: arXiv. 16 blz., 1610.05555.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic
Bestand88 Downloads (Pure) -
On the synergy of network science and artificial intelligence
Mocanu, D. C., 2016, Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI 2016). Palo Alto: AAAI PressOnderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand518 Downloads (Pure) -
Factored four way conditional restricted Boltzmann machines for activity recognition
Mocanu, D. C., Bou Ammar, H., Lowet, D. J. C., Driessens, K., Liotta, A., Weiss, G. & Tuyls, K. P., 2015, In: Pattern Recognition Letters. 66, blz. 100-108Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand38 Citaten (Scopus)332 Downloads (Pure)
Prijzen
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Highly Commended Paper Award - International Journal of Pervasive Computing and Communications
Mocanu, D. (Ontvanger), 2017
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Travel Award at IJCAI 2016
Mocanu, D. (Ontvanger), 11 jul. 2016
Prijs: Anders › Beurzen › Wetenschappelijk
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Master AI Thesis Award, 1st prize, Maastricht University, the Netherlands
Mocanu, D. (Ontvanger), 12 jul. 2013
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best Paper Award MoMM2015
Mocanu, D. (Ontvanger), 13 dec. 2015
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best Paper Award of ALA 2022
Sokar, G. (Ontvanger), Mocanu, E. (Ontvanger), Mocanu, D. C. (Ontvanger), Pechenizkiy, M. (Ontvanger) & Stone, P. (Ontvanger), 2022
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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University of Texas at Austin
Mocanu, D. (Bezoekende onderzoeker)
16 jan. 2016 → 16 apr. 2016Activiteit: Types bezoeken aan een externe instelling › Bezoek externe academische instelling › Wetenschappelijk
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"Deep Learning and its applicability" at University of Würzburg, Germany.
Mocanu, D. (Spreker)
24 aug. 2015 → 28 aug. 2015Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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University of Pennsylvania
Mocanu, D. (Bezoekende onderzoeker)
15 sep. 2014 → 15 dec. 2014Activiteit: Types bezoeken aan een externe instelling › Bezoek externe academische instelling › Wetenschappelijk