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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. 2009
  2. Published

    Evolving Fuzzy Systems.

    Angelov, P., 06/2009, Encyclopedia of Complexity and System Science. Mayers, R. (ed.). Berlin/Heidelberg: Springer, Vol. Articl. 10370 p.

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

  3. Published

    Modelling evolving user behaviours

    Iglesias, J., Angelov, P., Ledezma, A. & Sanchis, A., 04/2009, IEEE Workshop on Evolving and Self-Developing Intelligent Systems, 2009. ESDIS '09. . IEEE, p. 16-23 8 p.

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

  4. 2008
  5. Published

    Evolving Fuzzy Rule-based Classifiers from Data Streams

    Angelov, P. & Zhou, X., 22/12/2008, In: IEEE Transactions on Fuzzy Systems. 16, 6, p. 1462-1475 14 p.

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

  6. Published

    A predictive controller for object tracking of a mobile robot

    Zhou, X., Angelov, P. & Wang, C., 1/12/2008, Intelligent Vehicle Control Systems - Proceedings of the 2nd International Workshop on Intelligent Vehicle Control Systems, IVCS 2008; In Conjunction with ICINCO 2008. SciTePress, p. 73-82 10 p. (Intelligent Vehicle Control Systems - Proceedings of the 2nd International Workshop on Intelligent Vehicle Control Systems, IVCS 2008; In Conjunction with ICINCO 2008).

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

  7. Published

    Evolving fuzzy classifiers using different model architectures.

    Angelov, P., Lughofer, E. & Zhou, X., 1/12/2008, In: Fuzzy Sets and Systems. 159, 23, p. 3160-3182 23 p.

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

  8. Published

    Guest Editorial : Evolving Fuzzy Systems : preface to the special section.

    Angelov, P., Filev, D. & Kasabov, N., 12/2008, In: IEEE Transactions on Fuzzy Systems. 16, 6, p. 1390-1392 3 p.

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

  9. Published

    A fast approach to novelty detection in video streams using recursive density estimation.

    Ramezani, R., Angelov, P. & Zhou, X., 8/09/2008, Intelligent Systems, 2008. IS '08. 4th International IEEE Conference. IEEE, p. 14-2 - 14-7 6 p.

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

  10. Published

    Decision Support Systems: Improving Levels of Care and Lowering costs in anticoagulation therapy

    McDonald, S., Xydeas, C. & Angelov, P., 09/2008, Electronic healthcare: First International Conference, eHealth 2008, London, UK, September 8-9, 2008. Revised Selected Papers. Weerasinghe, D. (ed.). Berlin: Springer, p. 175-178 4 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 1).

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

  11. Published

    On line learning fuzzy rule-based system structure from data streams.

    Angelov, P. & Zhou, X., 06/2008, IEEE International Conference on Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). . IEEE, p. 915-922 8 p.

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

  12. Published

    A retrospective comparative study of three data modelling techniques in anticoagulation therapy.

    McDonald, S., Angelov, P. & Xydeas, C., 28/05/2008, BMEI 2008. International Conference on BioMedical Engineering and Informatics, 2008.. Sanya, China: IEEE, p. 219-225 7 p.

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

  13. Published

    A Predictive Controler for Object Tracking of a Mobile Robot

    Zhou, X., Angelov, P. & Wang, C., 11/05/2008, p. 73-82. 10 p.

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

  14. Published

    A Passive Approach to Autonomous Collision Detection and Avoidance in Uninhabited Aerial Systems.

    Angelov, P., Bocaniala, C. D., Xydeas, C., Pattchett, C., Ansell, D., Everett, M. & Leng, G., 04/2008, Tenth International Conference on Computer Modeling and Simulation, 2008. UKSIM 2008. . IEEE, p. 64-69 6 p.

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

  15. Published

    Evolving Fuzzy Inferential Sensors for Process Industry.

    Angelov, P., Kordon, A. & Zhou, X., 7/03/2008, 3rd International Workshop on Genetic and Evolving Systems, 2008. GEFS 2008. . IEEE, p. 41-46 6 p.

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

  16. Published

    GEFS: 2008 3rd international workshop on genetic and evolutionary fuzzy systems

    Hoffmann, F., Cordon, O., Angelov, P., Klawonn, F., Hoffmann, F. (ed.), Cordon, O. (ed.), Angelov, P. (ed.) & Klawonn, F. (ed.), 03/2008, Witten-Bomerholz: IEEE Press. 107 p.

    Research output: Book/Report/Proceedings › Book

  17. Published

    A Comparative Study of two Approaches for Data-Driven Design of Evolving Fuzzy Systems: eTS and FLEXFIS

    Angelov, P. & Lughofer, E., 02/2008, In: International Journal of General Systems. 37, 1, p. 45-67 23 p.

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

  18. Published

    Evolutionary Synthesis of HVAC System Configurations: Algorithm Development.

    Wright, J. A., Zhang, Y., Angelov, P., Hanby, V. I. & Buswell, R. A., 01/2008, In: HVAC and R Research. 14, 1, p. 33-55 23 p.

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

  19. Published

    A Self-Learning Fuzzy Classifier with Feature Selection for Intelligent interrogation of mid-IR spectroscopy data from exfoliative cervical cytology using selflearning classifier eClass.

    Kelly, J. G., Angelov, P. P., Walsh, M. J., Pollock, H. M., Pitt, M. A., Martin-Hirsch, P. L. & Martin, F. L., 2008, In: International Journal of Computational Intelligence Research. 4, 4, p. 392-401 10 p.

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

  20. Published

    Autonomous novelty detection and object tracking in video streams using evolving clustering and Takagi-Sugeno type neuro-fuzzy system.

    Angelov, P., Ramezani, R. & Zhou, X., 2008, IEEE International Joint Conference on Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). . IEEE, p. 1456-1463 8 p.

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

  21. Published

    Evolving fuzzy systems.

    Angelov, P., 2008, In: Scholarpedia. 3, 2, p. 6274

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

  22. 2007
  23. Published

    Architectures of evolving fuzzy rule-based classifiers

    Angelov, P., Zhou, X., Filev, D. & Lughofer, E., 9/10/2007, Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on. IEEE, p. 2050-2055 6 p.

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

  24. Published

    Soft sensor for predicting crude oil distillation side streams using Takagi Sugeno evolving fuzzy models

    Macias-Hernandez, J. J., Angelov, P. & Zhou, X., 9/10/2007, Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on. IEEE, p. 3305-3310 6 p.

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

  25. Unpublished

    UAV collision avoidance - state of the art and possible solutions.

    Angelov, P., Xydeas, C., Bocaniala, C. D., Ansell, D., Patchett, C. & Everett, M., 4/10/2007, (Unpublished).

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

  26. Published

    Evolving single- and multi-model fuzzy classifiers with FLEXFIS-class

    Lughofer, E., Angelov, P. & Zhou, X., 24/07/2007, Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International. IEEE, p. 363-368 6 p.

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

  27. Published

    Evolving fuzzy classifier for novelty detection and landmark recognition by mobile robots

    Angelov, P. & Zhou, X., 2/05/2007, Mobile Roots: The Evolutionary Approach. Nedjah, N., Macedo Mourelle, L. & Santos Coelho, L. (eds.). p. 89-118 30 p. (Studies in Computational Intelligence; vol. 50).

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

  28. Published

    An Approach to Autonomous Self-localization of a Mobile Robot in Completely Unknown Environment using Evolving Fuzzy Rule-based Classifier

    Zhou, X. & Angelov, P., 2/04/2007, Computational Intelligence in Security and Defense Applications, 2007. CISDA 2007. IEEE Symposium on. IEEE, p. 131-138 8 p.

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

  29. Published

    Evolving fuzzy rule-based classifiers

    Angelov, P., Zhou, X. & Klawonn, F., 2/04/2007, p. 220-225. 6 p.

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

  30. Published

    Algorithms for Real-Time Clustering and Generation of Rules from Data

    Filev, D. & Angelov, P., 2007, Advances in Fuzzy Clustering and Its Applications. de Oliveira, J. V. & Pedrycz, W. (eds.). Chichester: John Willey and Sons, p. 353-370 18 p.

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

  31. Published

    Evolving Fuzzy Classifier for Real-time Novelty Detection and Landmark Recognition by a Mobile Robot

    Angelov, P. & Zhou, X., 2007, Mobile Robots: The Evolutionary Approach. Nedja, N., Coelho, L. & Mourelle, L. (eds.). Berlin/Heidelberg: Springer, Vol. 50. p. 95-124 30 p. (Studies in Computational Intelligence).

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

  32. 2006
  33. Published

    Evolving extended naive Bayes classifiers

    Klawonn, F. & Angelov, P., 12/2006, Data Mining Workshops, 2006. ICDM Workshops 2006. Sixth IEEE International Conference on. IEEE, p. 643-647 5 p.

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

  34. Published

    On-line Evolving Clustering of Web Documents

    Evans, A., Angelov, P. & Zhou, X., 12/2006. 6 p.

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

  35. Published

    Machine learning (collaborative systems)

    Angelov, P. & P. Angelov (Patent applicant), 1/11/2006, Patent No. GB-06.21734.3

    Research output: Patent

  36. Published

    Evolving fuzzy rule-based systems for modelling of non-linear non-stationary processes

    Angelov, P., 2/10/2006, IFAC Workshop on Energy Saving Control in Plants and Buildings (2006). Erbe, H-H. & Nikolov, E. K. (eds.). IFAC, p. 43-50 8 p.

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

  37. Published

    Advances in classification of EEG signals via evolving fuzzy classifiers and dependant multiple HMMs.

    Xydeas, C., Angelov, P., Chiao, S-Y. & Reoullas, M., 10/2006, In: Computers in Biology and Medicine. 36, 10, p. 1064-1083 20 p.

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

  38. Published

    A Method for Predicting Quality of the Crude Oil Distillation

    Macias, J. J., Angelov, P. & Xiaowei, Z., 8/09/2006, Evolving Fuzzy Systems, 2006 International Symposium on. IEEE, p. 214-220 7 p.

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

  39. Published

    An Approach to Real-Time Color-based Object Tracking

    Memon, M. A., Angelov, P. & Ahmed, H., 8/09/2006, Evolving Fuzzy Systems, 2006 International Symposium on. IEEE, p. 81-87 7 p.

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

  40. Published

    Recovery of LSP Coefficients in VoIP Systems using Evolving Takagi-Sugeno Fuzzy MIMO Models

    Jones, E., Angelov, P. & Xydeas, C., 8/09/2006, Evolving Fuzzy Systems, 2006 International Symposium on. IEEE, p. 208-214 7 p.

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

  41. Published

    Evolving fuzzy systems from data streams in real-time

    Angelov, P. & Zhou, X., 7/09/2006, Proceedings of the 2006 International Symposium on Evolving Fuzzy Systems. Angelov, P. (ed.). England: IEEE, p. 29-35 7 p.

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

  42. Published

    Evolving Fuzzy Systems

    Angelov, P., Filev, D., Kasabov, N., Cordon, O., Angelov, P. (ed.), Filev, D. (ed.), Kasabov, N. (ed.) & Cordon, O. (ed.), 09/2006, Ambleside, UK: IEEE Press. 372 p.

    Research output: Book/Report/Proceedings › Book

  43. Published

    Evolving Fuzzy Systems, Proc. of the 2006 International Symposium on Evolving Fuzzy Systems EFS'06.

    Angelov, P., Filev, D., Kasabov, N., Cordon, O., Angelov, P. (ed.), Filev, D. (ed.), Kasabov, N. (ed.) & Cordon, O. (ed.), 09/2006, UK: IEEE Press. 372 p.

    Research output: Book/Report/Proceedings › Book

  44. Published

    Real-Time joint Landmark Recognition and Classifier Generation by an Evolving Fuzzy System.

    Zhou, X. & Angelov, P., 17/07/2006. 1205 p.

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

  45. Published

    An Approach to Model-based Fault Detection in Industrial Measurement Systems with Application to Engine Test Benches.

    Angelov, P., Giglio, V., Guardiola, C., Lughofer, E. & Lujan, J. M., 07/2006, In: Measurement Science and Technology. 17, 7, p. 1809-1818 10 p.

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

  46. Published

    Fuzzy Systems Design: Direct and Indirect Approaches.

    Angelov, P. & Xydeas, C., 07/2006, In: Soft Computing. 10, 9, p. 836-849 14 p.

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

  47. Published

    Nature-inspired techniques for real-time knowledge extraction from data

    Angelov, P., 8/06/2006, NiSIS Brainstorming Meeting Palma de Mallorca, Spain 08.06.2006 - 09.06.2006. NiSiS, 3 p.

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

  48. Published

    Evolving Intelligent Systems, eIS

    Angelov, P. & Kasabov, N., 06/2006, In: IEEE SMC eNewsLetter. 15, p. 1-13 13 p.

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

  49. 2005
  50. Published

    Novelty detection and landmark recognition by real-time evolving clustering

    Zhou, X., Angelov, P. & Morris, G., 5/09/2005, The 5th annual UK Workshop on Computational Intelligence, London, Sept 5-7 2005. Mirkin, B. & Magoulas, G. (eds.). p. 155-161 7 p.

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

  51. Published

    On-Line Construction and Rule Base Simplification by Replacement in Fuzzy Systems Applied to a Wastewater Treatment Plant

    Victor, J., Dourado, A. & Angelov, P., 07/2005. 6 p.

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

  52. Published

    Two approaches to data-driven design of evolving fuzzy systems: eTS and FLEXFIS

    Angelov, P., Lughofer, E. & Klement, E. P., 22/06/2005, Fuzzy Information Processing Society, 2005. NAFIPS 2005. Annual Meeting of the North American. IEEE, p. 31-35 5 p.

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

  53. Published

    Agile collaborative agents for classification of underwater targets

    Carline, D., Angelov, P. & Clifford, R., 21/06/2005, Proceedings of the Undersea Defense Technology Conference 2005. Amsterdam, The Netherlands

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

  54. Published

    Agile collaborative autonomous agents for robust underwater classification scenarios

    Carline, D., Angelov, P. & Clifford, R., 06/2005. 6 p.

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

  55. Published

    Simpl_eTS: a simplified method for learning evolving Takagi-Sugeno fuzzy models

    Angelov, P. & Filev, D., 22/05/2005, Fuzzy Systems, 2005. FUZZ '05. The 14th IEEE International Conference on. IEEE, p. 1068-1073 6 p.

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

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