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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. 2014
  2. Published

    RTSDE: recursive total-sum-distances-based density estimation approach and its application for autonomous real-time video analytics

    Angelov, P. & Wilding, A., 9/12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Orlando, FL, USA: IEEE, p. 81-86 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    A real-time approach for autonomous detection and tracking of moving objects from UAV

    Sadeghi Tehran, P., Clarke, C. & Angelov, P. P., 12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Piscataway, N. J.: IEEE, p. 43-49 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  4. Published

    Anomaly detection based on eccentricity analysis

    Angelov, P., 12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Orlando, FL, USA: IEEE Press, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  5. Unpublished

    Data structuring and searching method and apparatus

    Angelov, P. & Sadeghi Tehran, P., 8/10/2014, (Unpublished) Patent No. GB1417807.3, priority date 8 October 2014, Priority date 8/10/2014, Priority No. GB1417807.3

    Research output: Patent

  6. Published

    Real-time novelty detection in video using background subtraction techniques: state of the art a practical review

    Morris, G. & Angelov, P., 8/10/2014, 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE Press, p. 537-543 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Published

    Data density based clustering

    Hyde, R. & Angelov, P., 8/09/2014, Computational Intelligence (UKCI), 2014 14th UK Workshop on. IEEE, p. 1-7 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Published

    DEC: dynamically evolving clustering autonomous and its application to structure

    Dutta Baruah, R. & Angelov, P., 14/08/2014, In: IEEE Transactions on Cybernetics. 44, 9, p. 1619-1631 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Real-time fault detection using recursive density estimation

    Costa, B. S. J., Angelov, P. & Guedes, L. A., 08/2014, In: Journal of Control, Automation and Electrical Systems. 25, 4, p. 428-437 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Dynamically evolving fuzzy classifier for real-time classification of data streams

    Dutta Baruah, R., Angelov, P. & Baruah, D., 6/07/2014, Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. IEEE, p. 383-389 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  11. Published

    A new unsupervised approach to fault detection and identification

    Costa, B., Angelov, P. & Guedes, L. A., 07/2014, Neural Networks (IJCNN), 2014 International Joint Conference on. IEEE, p. 1557-1564 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Dynamically evolving clustering for data streams

    Dutta Baruah, R., Angelov, P. & Baruah, D., 2/06/2014, Proceedings 2014 IEEE Symposium on Evolving and Intelligent Systems, EAIS2014. IEEE Xplore, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    Robust evolving cloud-based PID control adjusted by gradient learning method

    Skrjanc, I., Blazic, S. & Angelov, P., 2/06/2014, Proceedings 2014 IEEE Symposium on Evolving and Intelligent Systems, EAIS-2014. IEEE Xplore, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  14. Published

    Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems

    Angelov, P. (ed.), Filev, D. (ed.), Kasabov, N. (ed.), Lughofer, E. (ed.), Klement, E. P. (ed.) & Saminger-Platz, S. (ed.), 06/2014, Piscataway, N.J.: IEEE. 150 p.

    Research output: Book/Report/Proceedings › Proceedings

  15. Published

    Symbol recognition with a new autonomously evolving classifier autoclass

    Angelov, P., Kangin, D., Xiaowei, Z. & Kolev, D., 06/2014, 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems. 9781479933471: IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  16. Published

    Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared (FTIR) spectroscopy

    Trevisan, J., Park, J., Angelov, P., Ahmadzai, A., Gajjar, K., Scott, A. D., Carmichael, P. L. & Martin, F., 04/2014, In: Journal of Biophotonics. 7, 3-4, p. 254-265 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    Outside the box: an alternative data analytics frame-work

    Angelov, P., 04/2014, In: Journal of Automation, Mobile Robotics and Intelligent Systems. 8, 2, p. 29-35 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Preface

    Chen, X., Qu, G., Angelov, P., Ferri, C., Lai, J. H. & Wani, A., 5/02/2014, 2014 13th International Conference on Machine Learning and Applications. IEEE, p. xiv 1 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Foreword/postscript

  19. Published

    Preface

    Angelov, P., Filev, D., Kasabov, N., Lughofer, E., Klement, E. P., Saminger-Platz, S., Iglesias, J. A. & Sayed-Mouchaweh, M., 1/01/2014, 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, 2 p. 6867453

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Foreword/postscript

  20. Published

    PANFIS: a novel incremental learning machine

    Pratama, M., G. Avanatti, S., Angelov, P. & Lughofer, E., 01/2014, In: IEEE Transactions on Neural Networks. 25, 1, p. 55-68 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    SARIVA: Smartphone App for Real-time Intelligent Video Analytics

    Clarke, C., Angelov, P., Sadeghi Tehran, P. & Yusuf, M., 2014, In: Journal of Automation, Mobile Robotics and Intelligent Systems. 8, 4, p. 15-19 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. 2013
  23. Published

    Towards an autonomous resilience strategy the implementation of a self evolving rate limiter

    Ali, A., Hutchinson, D., Angelov, P. & Smith, P., 09/2013, 13th UK Workshop on Computational Intelligence (UKCI), 2013 . Guildford, UK: UKCI 2013, p. 299-304 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    Incremental anomaly identification by adapted SVM method

    Suvorov, M., Ivliev, S., Markarian, G., Kolev, D., Zvikhachevskiy, D. & Angelov, P., 08/2013, International Joint Conference on Neural Networks, IJCNN-2013, Dallas, TX, USA, 3-9 August, 2013. Piscataway, N.J.: IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  25. Published

    Proceedings of the IEEE Conference on Cybernetics 2013

    Angelov, P. (ed.), Filev, D. (ed.), MIllan, J. D. R. (ed.) & Abraham, A. (ed.), 07/2013, IEEE.

    Research output: Book/Report/Proceedings › Proceedings

  26. Published

    IRootLab: A free and open-source MATLAB toolbox for vibrational biospectroscopy data analysis

    Trevisan, J., Angelov, P. P., Scott, A. D., Carmichael, P. L. & Martin, F. L., 15/04/2013, In: Bioinformatics. 29, 8, p. 1095-1097 3 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems

    Angelov, P. (ed.), Kasabov, N. (ed.) & Filev, D. (ed.), 04/2013, IEEE. 120 p.

    Research output: Book/Report/Proceedings › Proceedings

  28. Published

    Towards generic human activity recognition for ubiquitous applications

    Andreu, J. & Angelov, P., 04/2013, In: Journal of Ambient Intelligence and Humanized Computing. 4, 2, p. 155-156 2 p.

    Research output: Contribution to Journal/Magazine › Editorial › peer-review

  29. Published

    Adaptive resilience for computer networks: Using online fuzzy learning.

    Ali, A., Hutchison, D., Angelov, P. P. & Smith, P., 14/02/2013, 2012 IV International Congress on Ultra Modern Telecommunications and Control Systems. IEEE, p. 772-778 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  30. Published

    Density-based averaging - a new operator for data fusion

    Angelov, P. & Yager, R., 10/02/2013, In: Information Sciences. 222, p. 163-174 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    A practical implementation of self-evolving cloud-based control of a pilot plant

    Costa, B., Skrjanc, I., Blazic, S. & Angelov, P., 2013, 2013 IEEE International Conference on Cybernetics, CYBCONF-2013, Lausanne, Switzerland13-15 June, 2013. Piscataway, N.J.: IEEE, p. 7-12 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  32. Published

    An evolving machine learning method for human activity recognition systems

    Andreu, J. & Angelov, P., 2013, In: Journal of Ambient Intelligence and Humanized Computing. 4, 2, p. 195-206 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. Published

    Analysis of evolving social network: methods and results from cell phone data set case study

    Dutta Baruah, R. & Angelov, P., 2013, In: International Journal of Social Network Mining. 1, 3-4, p. 254-279 26 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    ARFA: automated real-time flight data analysis using evolving clustering, classifiers and recursive density estimation

    Kolev, D., Angelov, P., Markarian, G., Suvorov, M. & Lysanov, S., 2013, Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Conference on. Piscataway, N.J.: IEEE Press, p. 91-97 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  35. Published

    Online learning and prediction of data streams using dynamically evolving fuzzy approach

    Dutta Baruah, R. & Angelov, P., 2013, Proceedings of the 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2013). Piscataway, N.J.: IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  36. Published

    OSA: one-class recursive SVM algorithm with negative samples for fault detection

    Suvorov, M., Ivliev, S., Markarian, G., Kolev, D., Zvikhachevskiy, D. & Angelov, P., 2013, Artificial neural networks and machine learning – ICANN 2013: 23rd International Conference on Artificial Neural Networks Sofia, Bulgaria, September 10-13, 2013. Proceedings. Mladenov, V., Koprinkova-Hristova, P., Palm, G., Villa, A. E. P., Appollini, B. & Kasabov, N. (eds.). Berlin: Springer Verlag, p. 194-207 14 p. (Lecture Notes in Computer Science; vol. 8131).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  37. Published

    Proceedings of the 2013 International Joint Conference on Neural Networks

    Angelov, P. (ed.), Levine, D. (ed.) & Erdi, P. (ed.), 2013, Piscataway, N.J.: IEEE. 3000 p.

    Research output: Book/Report/Proceedings › Proceedings

  38. Published

    Robust evolving cloud-based controller for a hydraulic plant

    Angelov, P., Skrjanc, I. & Blazic, S., 2013, Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence, SSCI-2013,16-19 April 2013, Singapore. Piscataway, N.J.: IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  39. Published

    Vehicle plate recognition using improved neocognitron neural network

    Kangin, D., Kolev, G. & Angelov, P., 2013, Artificial Neural Networks and Machine Learning – ICANN 2013: 23rd International Conference on Artificial Neural Networks Sofia, Bulgaria, September 10-13, 2013. Proceedings. Mladenov, V., Koprinkova-Hristova, P., Palm, G., Villa, A. E. P., Appollini, B. & Kasabov, N. (eds.). Berlin: Springer Verlag, p. 628-640 13 p. (Lecture Notes in Computer Science; vol. 8131).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  40. 2012
  41. Published

    Autonomous Learning Systems: From Data to Knowledge in Real Time

    Angelov, P., 1/12/2012, Chichester: John Willey and Sons. 288 p.

    Research output: Book/Report/Proceedings › Monograph

  42. Published

    Evolving fuzzy systems

    Angelov, P., 1/11/2012, Computational Complexity: Theory, Techniques, and Applications. Springer New York, Vol. 9781461418009. p. 1053-1065 13 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  43. Published

    Advances in Fourier-transform infrared spectroscopy analysis to characterise chemical-induced alterations in the Syrian hamster embryo assay-towards biomarkers stability

    Trevisan, J., Angelov, P. P., Carmichael, P. L., Scott, A. & Martin, F. L., 11/2012, In: Mutagenesis. 27, 6, p. 792-792 1 p.

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  44. Published

    Adaptive Resilience for Computer Networks

    Ali, A., Hutchison, D., Angelov, P. & Smith, P., 4/10/2012. 0 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper

  45. Published

    ARTOT: Autonomous Real-Time Object detection and Tracking by a moving camera

    Angelov, P., Gude, C., Sadeghi-Tehran, P. & Ivanov, T., 09/2012, Intelligent Systems (IS), 2012 6th IEEE International Conference. IEEE, p. 446-452 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  46. Published

    Preface

    Angelov, P., Filev, D., Kasabov, N. & Iglesias, J. A., 15/08/2012, 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems. IEEE, p. iii-iv 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Foreword/postscript

  47. Published

    Evolving local means methods for clustering of streaming data

    Dutta Baruah, R. & Angelov, P., 10/06/2012, Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on. IEEE Press, p. 2161-2168 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  48. Published

    ALMA for evolving systems

    Angelov, P., 8/06/2012, 12th NCEI, Auckland, New Zealand. Auckland

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Abstract

  49. Published

    Creating evolving user behavior profiles automatically

    Iglesias, J., Angelov, P., Ledezma, A. & Sanchis, A., 1/05/2012, In: IEEE Transactions on Knowledge and Data Engineering. 24, 5, p. 854-867 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  50. Published

    Automatic mobile photographer and picture diary

    Angelov, P., Andreu, J. & Vong, T., 05/2012, Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on. IEEE, p. 102-107

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  51. Published

    Autonomous visual self-localization in completely unknown environment

    Sadeghi-Tehran, P., Behera, S., Angelov, P. & Andreu, J., 05/2012, Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on. IEEE, p. 90-95 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  52. Published

    Sense and Avoid in UAS: Research and Applications

    Angelov, P., 1/04/2012, Hoboken, NJ: John Wiley and Sons. 384 p.

    Research output: Book/Report/Proceedings › Book

  53. Published

    Towards adaptive, self learning resilience strategies

    Ali, A., Angelov, P. & Hutchinson, D., 15/03/2012, 6th International Workshop on Self Organizing Systems IWSOS-2012. Delft, The Netherlands

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Abstract

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