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2020

Topological Insights into Sparse Neural Networks

Liu, S., van der Lee, T. T., Yaman, A., Atashgahi, Z., Ferrar, D., Sokar, G., Pechenizkiy, M. & Mocanu, D. C., 4 jun 2020, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2020.. 17 blz. 2006.14085

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2019

Learning with delayed synaptic plasticity

Yaman, A., Iacca, G., Mocanu, D. C., Fletcher, G. H. L. & Pechenizkiy, M., 13 jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. New York: Association for Computing Machinery, Inc, blz. 152-160 9 blz.

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21 Downloads (Pure)

On improving deep learning generalization with adaptive sparse connectivity

Liu, S., Mocanu, D. & Pechenizkiy, M., 14 jun 2019, ICML 2019 Workshop on Understanding and Improving General-ization in Deep Learning. 5 blz. 1906.11626v1

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7 Downloads (Pure)
2018

Limited evaluation cooperative co-evolutionary differential evolution for large-scale neuroevolution

Yaman, A., Mocanu, D. C., Iacca, G., Fletcher, G. & Pechenizkiy, M., 2 jul 2018, GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, blz. 569-576 8 blz.

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6 Citaten (Scopus)
61 Downloads (Pure)

One-shot learning using Mixture of Variational Autoencoders: A generalization learning approach

Mocanu, D. C. & Mocanu, E., 11 jul 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. Dastani, M., Sukthankar, G., André, E. & Koenig, S. (redactie). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. blz. 2016-2018 3 blz.

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3 Citaten (Scopus)
96 Downloads (Pure)

Synopsis of the PhD thesis : network computations in artificial intelligence

Mocanu, D. C., 15 okt 2018, Proceedings of the 30th International Teletraffic Congress, ITC 2018. Altman, E., Bianchi, G. & Zinner, T. (redactie). Institute of Electrical and Electronics Engineers, blz. 117-122 6 blz. 8493065

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1 Citaat (Scopus)
643 Downloads (Pure)
2017

Big IoT data mining for real-time energy disaggregation in buildings

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 9 feb 2017, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 9-12 October 2016, Budapest, Hungary. Piscataway: Institute of Electrical and Electronics Engineers, blz. 3765-3769 5 blz. 7844820

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14 Citaten (Scopus)
741 Downloads (Pure)

Big IoT data mining for real-time energy disaggregation in buildings (extended abstract)

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 10 jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning. Duijvesteijn, W., Pechenizkiy, M., Fletcher, G., Menkovski, V., Postma, E., Vanschoren, J. & van der Putten, P. (redactie). blz. 173-174 2 blz.

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91 Downloads (Pure)

Correlating QoE and technical parameters of an SAP system in an enterprise environment

Borchert, K., Hirth, M., Zinner, T. & Mocanu, D. C., 2017, Proceedings of the 28th International Teletraffic Congress (ITC 28), September 12-16, 2016, Würzburg, Germany. Hossfeld, T., Mark, B. L., Chan, G. & Timm-Giel, A. (redactie). Piscataway: Institute of Electrical and Electronics Engineers, blz. 34-36 3 blz. 7810716

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6 Citaten (Scopus)
2 Downloads (Pure)

Effect of lossy networks on stereoscopic 3D-video streams

Torres Vega, M., Perra, C., Mocanu, D. C. & Liotta, A., 20 jul 2017, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting 2017 (BMSB17), 7-9 June 2017, Cagliari, Italy. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1-4 7986181

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1 Citaat (Scopus)
106 Downloads (Pure)
2016

A regression method for real-time video quality evaluation

Torres Vega, M., Mocanu, D. C. & Liotta, A., 29 nov 2016, MoMM '16 : Proceedings of the 14th International Conference on Advances in Mobile Computing and Multimedia, 28-30 November 2016, Singapore, Singapore. Abdulrazak, B., Pardede, E., Steinbauer, M., Khalil, I. & Anderst-Kotsis, G. (redactie). New York: Association for Computing Machinery, Inc, blz. 217-224 8 blz.

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2 Citaten (Scopus)
174 Downloads (Pure)

A topological insight into restricted Boltzmann machines (extented abstract)

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 11 nov 2016, Proceedings of the 28th Benelux Conference on Artificial Intelligence (BNAIC2016), 10-11 November 2016, Amsterdam, Netherlands. 2 blz.

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116 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 Press

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3 Citaten (Scopus)
423 Downloads (Pure)

Predictive power control in wireless sensor networks

Chincoli, M., Syed, A., Mocanu, D. C. & Liotta, A., 2016, Proceedings 2016 IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI 2016), Berlin, Germany, 4-8 April 2016. Piscataway: Institute of Electrical and Electronics Engineers, blz. 309-312

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6 Citaten (Scopus)
5 Downloads (Pure)
2015

Accuracy of no-reference quality metrics in network-impaired video streams

Torres Vega, M., Sguazzo, V., Mocanu, D. C. & Liotta, A., 11 dec 2015, Proceedings of the13th International Conference on Advances in Mobile Computing and Multimedia (MoMM 2015), 11-13 December 2015, Brussels, Belgium. New York: Association for Computing Machinery, Inc, blz. 326-333

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5 Citaten (Scopus)
6 Downloads (Pure)

Cognitive no-reference video quality assessment for mobile streaming services

Torres Vega, M., Giordano, E., Mocanu, D. C., Tjondronegoro, D. & Liotta, A., 2015, Proceedings of the 7th International Workshop on Quality of Multimedia Experience (QoMex), 26-29 May 2015, Pilos, Messinia, Greece. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1-6

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11 Citaten (Scopus)
194 Downloads (Pure)

Cognitive streaming on android devices

Torres Vega, M., Mocanu, D. C., Barresi, R., Fortino, G. & Liotta, A., 2015, Proceedings of the IEEE/IFIP Symposium on Integrated Network and Service Management (IM'15), 11-15 May 2015, Ottawa, Canada. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1316-1321

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9 Citaten (Scopus)
156 Downloads (Pure)

Factored four way conditional restricted Boltzmann machines for activity recognition

Mocanu, D., Bou Ammar, H., Lowet, D. J. C., Driessens, K., Liotta, A., Weiss, G. & Tuyls, K., 6 nov 2015, Proceedings of the 27th Benelux Conference on Artificial Intelligence (BNAIC2015), 5-6 November 2015, Hasselt, Belgium. blz. 1-2

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25 Citaten (Scopus)
293 Downloads (Pure)

Inexpensive user tracking using Boltzmann Machines (Type B paper)

Mocanu, E., Mocanu, D., Bou Ammar, H., Zivkovic, Z., Liotta, A. & Smirnov, E., nov 2015, Proceedings of the 27th Benelux Conference on Artificial Intelligence (BNAIC2015), Hasselt, Belgium. blz. 1-2

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59 Downloads (Pure)

Reduced reference image quality assessment via Boltzmann machines

Mocanu, D. C., Exarchakos, G., Bou Ammar, H. & Liotta, A., 2015, Proceedings of the 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM), 11-15 May 2015, Ottawa, Canada. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1278-1281

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16 Citaten (Scopus)
173 Downloads (Pure)

Redundancy reduction in wireless sensor networks via centrality metrics

Mocanu, D. C., Torres Vega, M. & Liotta, A., 2015, Proceedings 15th IEEE International Conference on Data Mining Workshop : 14-17 November 2015, Atlantic City, New Jersey. Cui, P., Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (redactie). Piscataway: Institute of Electrical and Electronics Engineers, blz. 501-507

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7 Citaten (Scopus)
243 Downloads (Pure)

Towards ABAC Policy Mining from Logs with Deep Learning

Mocanu, D., Turkmen, F. & Liotta, A., 7 okt 2015, In proc. of the 18th International Multiconference, IS 2015, Intelligent Systems. Ljubljana, Slovenia

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197 Downloads (Pure)
2014

An automated measure of MDP similarity for transfer in reinforcement learning

Bou Ammar, H., Eaton, E., Taylor, M. E., Mocanu, D. C., Driessens, K., Weiss, G. & Tuyls, K. P., 2014, Proceedings of the MLIS-2014 collocated with The Twenty-Eighth AAAI Conference on Artificial Intelligence, 27-28 July 2014, Quebec City, Canada. blz. 31-37

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27 Citaten (Scopus)
2 Downloads (Pure)

Deep learning for objective quality assessment of 3D images

Mocanu, D. C., Exarchakos, G. & Liotta, A., 2014, Proceedings of the IEEE International Conference on Image Processing 2014 (ICIP 2014), 27-30 October 2014, Paris, France. Piscataway: Institute of Electrical and Electronics Engineers, blz. 758-762

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27 Citaten (Scopus)
167 Downloads (Pure)

End-to-end performance evaluation in high-speed wireless networks

Torres Vega, M., Zou, S., Mocanu, D. C., Tangdiongga, E., Koonen, A. M. J. & Liotta, A., 2014, Proceedings of the 2014 10th International Conference on Network and Service Management (CNSM), 17-21 November 2014, Rio de Janeiro, Brazil. Piscataway: Institute of Electrical and Electronics Engineers, blz. 344-347

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Open Access
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10 Citaten (Scopus)
58 Downloads (Pure)

Inexpensive user tracking using Boltzmann machines

Mocanu, E., Mocanu, D. C., Bou Ammar, H., Zivkovic, Z., Liotta, A. & Smirnov, E., 2014, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC2014), 5-8 October, San Diego, California. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1-6

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9 Citaten (Scopus)
107 Downloads (Pure)

Network Performance Assessment with Quality of Experience Benchmarks

Mocanu, D. C., Santandrea, G., Cerroni, W., Callegati, F. & Liotta, A., 2014, Proceedings of the International Conference on Network and Service Management (CNSM), 17-21 November 2014, Rio de Janeiro, Brazil. Piscataway: Institute of Electrical and Electronics Engineers

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8 Citaten (Scopus)
91 Downloads (Pure)

Node centrality awareness via swarming effects

Mocanu, D. C., Exarchakos, G. & Liotta, A., 2014, IEEE International Conference on Systems, Man, and Cybernetics (SMC2014), 5-8 October, San Diego, California. Piscataway: Institute of Electrical and Electronics Engineers, blz. 19-24

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Open Access
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9 Citaten (Scopus)
66 Downloads (Pure)

When does lower bitrate give higher quality in modern video services?

Mocanu, D. C., Liotta, A., Ricci, A., Torres Vega, M. & Exarchakos, G., 2014, Proceedings of the IEEE/IFIP Network Operations and Management Symposium (NOMS'14) 5-9 May 2014, Krakow, Poland. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1-5

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Open Access
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17 Citaten (Scopus)
149 Downloads (Pure)
2013

Automatically mapped transfer between reinforcement learning tasks via three-way restricted Boltzmann machines

Bou Ammar, H., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K. P. & Weiss, G., 2013, Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II. Blockeel, H., Kersting, K., Nijssen, S. & Zelezny, F. (redactie). Berlin: Springer, blz. 449-464 (Lecture Notes in Computer Science; vol. 8189).

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Open Access
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16 Citaten (Scopus)
70 Downloads (Pure)

Automatically mapped transfer between reinforcement learning tasks via three-way restricted Boltzmann Machines (Type B paper)

Bou Ammar, H., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K. P. & Weiss, G., 2013, Proceedings of the 25th Benelux Conference on Artificial Intelligence (BNAIC2013), 7-8 November 2013, Delft, The Netherlands. Hindriks, K., Weerdt, M., Riemsdijk, B. & Warnier, M. (redactie). Delft, The Netherlands, blz. 336-337

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64 Downloads (Pure)

Instantaneous video quality assessment for lightweight devices

Liotta, A., Mocanu, D. C., Menkovski, V., Cagnetta, L. & Exarchakos, G., 2013, Proceedings of the International Conference on Advances in Mobile Computing & Multimedia (MoMM2013),2-4 December 2013, Vienna, Austria. Association for Computing Machinery, Inc

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9 Citaten (Scopus)
4 Downloads (Pure)

Predicting battery depletion of neighboring wireless sensor nodes

kotian, R., Exarchakos, G., Mocanu, D. C. & Liotta, A., 2013, Algorithms and Architectures for Parallel Processing. 13th international conference, ICA3PP 2013, Vietri sur Mare, Italy, December 13. Proceedings, Part II. Berlin: Springer, Vol. II. blz. 276-284 (Lecture Notes in Computer Science; vol. 8286).

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Open Access
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3 Citaten (Scopus)
100 Downloads (Pure)