Decebal Constantin Mocanu

dr.ir.

  • Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
20132021

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  • 2020

    A Hybrid Framework Combining Vehicle System Knowledge with Machine Learning Methods for Improved Highway Trajectory Prediction

    Muñoz Sánchez, M., Silvas, E., Pogosov, D. & Mocanu, D. C., 14 Dec 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. IEEE SMC, p. 444-450 7 p. 9282933

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    22 Downloads (Pure)
  • Learning Invariant Representation for Continual Learning

    Sokar, G. A. Z. N., Mocanu, D. C. & Pechenizkiy, M., 21 Dec 2020, (Accepted/In press) Meta-Learning for Computer Vision (MeL4CV) workshop at AAAI Conference on Artificial Intelligence (AAAI-21).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • Novelty producing synaptic plasticity

    Yaman, A., Iacca, G., Mocanu, D. C., Fletcher, G. & Pechenizkiy, M., 8 Jul 2020, GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. Coello Coello, C. A. (ed.). Association for Computing Machinery (ACM), p. 93-94 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    File
    1 Downloads (Pure)
  • 2019

    Learning with delayed synaptic plasticity

    Yaman, A., Iacca, G., Mocanu, D. C., Fletcher, G. & Pechenizkiy, M., 13 Jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. New York, NY: Association for Computing Machinery (ACM), p. 152-160 9 p. (GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)
  • On improving deep learning generalization with adaptive sparse connectivity

    Liu, S., Mocanu, D. C. & Pechenizkiy, M., 14 Jun 2019, ICML 2019 Workshop on Understanding and Improving General-ization in Deep Learning.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    File
  • 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. Aguirre, H. (ed.). New York, NY: Association for Computing Machinery (ACM), p. 569-576 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    6 Citations (Scopus)
  • 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. (eds.). The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. p. 2016-2018 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    4 Citations (Scopus)
    23 Downloads (Pure)
  • Synopsis of the PhD Thesis - Network computations in artificial intelligence

    Mocanu, D. C., 15 Oct 2018, Proceedings of the 30th International Teletraffic Congress, ITC 2018. Altman, E., Bianchi, G. & Zinner, T. (eds.). IEEE, p. 117-122 6 p. 8493065

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)
  • 2017

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

    Mocanu, D. C., Mocanu, E., Nguyen, P. H., 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: IEEE, p. 003765-003769

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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

    Mocanu, D. C., Mocanu, E., Nguyen, P. H., Gibescu, M. & Liotta, A., 10 Jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning. Duivesteijn, W., Pechenizkiy, M., Fletcher, G., Menkovski, V., Postma, E., Vanschoren, J. & van der Putten, P. (eds.). Eindhoven: TU/e

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    1 Downloads (Pure)
  • Effect of lossy networks on stereoscopic 3D-video streams

    Torres Vega, M., Perra, C., Mocanu, D. C. & Liotta, A., 19 Jul 2017, 2017 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2017. Piscataway, NJ: IEEE Computer Society Press, 4 p. 7986181. (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB); vol. 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)
  • 2016

    A regression method for real-time video quality evaluation

    Torres Vega, M., Mocanu, D. C. & Liotta, A., 28 Nov 2016, MoMM '16: Proceedings of the 14th International Conference on Advances in Mobile Computing and Multi Media. Abdulrazak, B., Steinbauer, M., Khalil, I., Pardede, E. & Anderst-Kotsis, G. (eds.). New York, NY: Association for Computing Machinery (ACM), p. 217-224 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    2 Citations (Scopus)
  • Correlating QoE and Technical Parameters of an SAP System in an Enterprise Environment

    Borchert, K., Hirth, M., Zinner, T. & Mocanu, D. C., 2 Jul 2016, Proceedings of the Fourth International IEEE Workshop on Quality of Experience Centric Management: Proceedings of the Fourth International IEEE Workshop on Quality of Experience Centric Management. Hossfeld, T., Mark, B. L., Chan, G. & Timm-Giel, A. (eds.). IEEE, Vol. 3. p. 34-36 3 p. 7810716

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    6 Citations (Scopus)
  • On the synergy of network science and artificial intelligence

    Mocanu, D. C., 2016, Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence: New York, New York, USA 9–15 July 2016. Kambhampati, S. (ed.). Palo Alto, CA: AAAI Press, p. 4020-4021 2 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    3 Citations (Scopus)
    10 Downloads (Pure)
  • Predictive power control in wireless sensor networks

    Chincoli, M., Syed, A. A., Mocanu, D. C. & Liotta, A., 17 May 2016, Proceedings - 2016 IEEE 1st International Conference on Internet-of-Things Design and Implementation, IoTDI 2016. Piscataway, NJ: IEEE, p. 309-312 4 p. 7471380

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    7 Citations (Scopus)
  • Redundancy Reduction in Wireless Sensor Networks via Centrality Metrics

    Mocanu, D. C., Torres Vega, M. & Liotta, A., 29 Jan 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z-H. & Cui, P. (eds.). Piscataway, NJ: IEEE, p. 501-507 7 p. 7395710. (Proceedings - IEEE International Conference on Data Mining Workshop (ICDMW); vol. 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    8 Citations (Scopus)
  • 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, MoMM 2015: Proceedings of the 13th International Conference on Advances in Mobile Computing and Multimedia. Khalil, I., Steinbauer, M., Chen, L. & Anderst-Kotsis, G. (eds.). New York, NY: Association for Computing Machinery (ACM), p. 326-333 8 p. (13th International Conference on Advances in Mobile Computing and Multimedia, MoMM 2015 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    5 Citations (Scopus)
  • Cognitive no-reference video quality assessment for mobile streaming services

    Torres Vega, M., Giordano, E., Mocanu, D. C., Tjondronegoro, D. & Liotta, A., 2 Jul 2015, 2015 Seventh International Workshop on Quality of Multimedia Experience, QoMEX 2015. Piscataway, NJ: IEEE, 7148128

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    11 Citations (Scopus)
  • Cognitive streaming on android devices

    Torres Vega, M., Mocanu, D. C., Barresi, R., Fortino, G. & Liotta, A., 29 Jun 2015, Proceedings of the 2015 IFIP/IEEE International Symposium on Integrated Network Management, IM 2015. De Turck, F., Badonnel, R., dos Santos, C. R. P., Xiao, J., Ata, S. & Groza, V. (eds.). Piscataway, NJ: IEEE, p. 1316-1321 6 p. 7140488. (Proceedings IFIP/IEEE International Symposium on Integrated Network Management (IM); vol. 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    11 Citations (Scopus)
  • Reduced reference image quality assessment via Boltzmann Machines

    Mocanu, D. C., Exarchakos, G., Ammar, H. B. & Liotta, A., 29 Jun 2015, 2015 IFIP/IEEE International Symposium on Integrated Network Management, IM 2015. De Turck, F., Badonnel, R., dos Santos, C. R. P., Xiao, J., Ata, S. & Groza, V. (eds.). Piscataway, NJ: IEEE, p. 1278-1281 4 p. 7140481. (Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management (IM); vol. 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    17 Citations (Scopus)
  • Towards ABAC Policy Mining from Logs with Deep Learning

    Mocanu, D. C., Turkmen, F. & Liotta, A., 7 Oct 2015, Proceedings of the 18th International Multiconference - Intelligent Systems, IS 2015. Fomichov, V. A. & Fomichova, O. S. (eds.). Ljubljana: Jožef Stefan Institute

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    4 Downloads (Pure)
  • 2014

    An automated measure of MDP similarity for transfer in reinforcement learning

    Ammar, H. B., Eaton, E., Taylor, M. E., Mocanu, D. C., Driessens, K., Weiss, G. & Tüyls, K., 2014, Machine Learning for Interactive Systems: Bridging the Gap Between Perception, Action and Communication - Papers Presented at the 28th AAAI Conference on Artificial Intelligence, Technical Report. AI Access Foundation, p. 31-37 7 p. (AAAI Workshop - Technical Report; vol. WS-14-07).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    27 Citations (Scopus)
    1 Downloads (Pure)
  • Deep learning for objective quality assessment of 3D images

    Mocanu, D. C., Exarchakos, G. & Liotta, A., 28 Jan 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Piscataway, NJ: IEEE, p. 758-762 5 p. 7025152. (2014 IEEE International Conference on Image Processing, ICIP 2014; vol. 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    28 Citations (Scopus)
  • End-to-end performance evaluation in high-speed wireless networks

    Torres Vega, M., Zou, S. J., Mocanu, D. C., Tangdiongga, E., Koonen, T. & 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, NJ: IEEE, 4 p. (International Conference on Network and Service Management (CNSM); vol. 10).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    10 Citations (Scopus)
  • Inexpensive user tracking using Boltzmann machines

    Mocanu, E., Mocanu, D. C., Ammar, H. B., 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, NJ: IEEE, p. 1-6 14790385

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    9 Citations (Scopus)
  • Network performance assessment with Quality of experience benchmarks

    Mocanu, D. C., Santandrea, G., Cerroni, W., Callegati, F. & Liotta, A., 16 Jan 2014, Proceedings of the 10th International Conference on Network and Service Management, CNSM 2014. Madeira, E. R. M., Granville, L. Z., Gaspary, L. P., Raz, D., Nogueira, M. & Jennings, B. (eds.). Piscataway, NJ: IEEE, p. 332-335 4 p. 7014187. (International Conference on Network and Service Management (CNSM); vol. 10).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    8 Citations (Scopus)
  • Node centrality awareness Via swarming effects

    Mocanu, D. C., Exarchakos, G. & Liotta, A., 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Piscataway, NJ: IEEE, p. 19-24 6 p. (Proceedings IEEE International Conference on Systems, Man and Cybernetics; vol. 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    9 Citations (Scopus)
  • When does lower bitrate give higher quality in modern video services?

    Mocanu, D. C., Liotta, A., Ricci, A., Torres Vega, M. & Exarchakos, G., 2014, IEEE/IFIP NOMS 2014 - IEEE/IFIP Network Operations and Management Symposium: Management in a Software Defined World. Piscataway, NJ: IEEE Computer Society Press, 6838400. (IEEE Network Operations and Management Symposium; vol. 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    17 Citations (Scopus)
  • 2013

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

    Ammar, H. B., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K. & Weiss, G., 2013, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings. Blockeel, H., Kersting, K., Nijssen, S. & Železný, F. (eds.). Berlin, Heidelberg: Springer, Vol. Part II. p. 449-464 16 p. (Lecture Notes in Computer Science; vol. 8189)(Lecture Notes in Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    16 Citations (Scopus)
    3 Downloads (Pure)
  • Instantaneous video quality assessment for lightweight devices

    Liotta, A., Mocanu, D. C., Menkovski, V., Cagnetta, L. & Exarchakos, G., 2013, MoMM '13: Proceedings of International Conference on Advances in Mobile Computing & Multimedia. Mayrhofer, R., Chen, L., Steinbauer, M., Kotsis, G. & Khalil, I. (eds.). New York, NY: Association for Computing Machinery (ACM), p. 525-531 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    11 Citations (Scopus)
  • 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 sul Mare, Italy, December 18-20, 2013, Proceedings. Aversa, R., Kołodziej, J., Zhang, J., Amato, F. & Fortino, G. (eds.). Cham: Springer, Vol. Part II. p. 276-284 9 p. (Lecture Notes in Computer Science; vol. 8286).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    3 Citations (Scopus)