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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. 2003
  2. Published

    On-line Design of Takagi-Sugeno Models.

    Angelov, P. & Filev, D., 2003, Fuzzy Sets and Systems – IFSA 2003. Biglic, T., de Baets, B. & Kaynak, O. (eds.). 2715/2 ed. Berlin/Heidelberg: Springer, Vol. 2715/2. p. 576-584 9 p. (Lecture Notes in Computer Science).

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

  3. Published

    Classification of carcinoma kidney tissue status based on the data of protein expression using LS- SVM

    Angelov, P., Von Eggeling, F. & Guthke, R., 9/05/2003, International Workshop on Intelligent Technologies for Gene Expression-based Individualized Medicine. Jena, Germany: International Workshop on Intelligent Technologies for Gene Expression-based Individualized Medicine

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

  4. Published

    Automatic design synthesis and optimization of component-based systems by evolutionary algorithms

    Angelov, P. P., Zhang, Y., Wright, J. A., Hanby, V. I. & Buswell, R. A., 07/2003, Genetic and Evolutionary Computation. Cantu-Paz, E., Foster, J. A., Deb, K., Davis, L. D., Roy, R., O'Reilly, U-M., Beyer, H. G., Standish, R., Kendall, G., Willson, S., Harman, M., Dasgupta, D., Potter, M. A., Schultz, A. C., Jonoska, N. & Miller, J. (eds.). 2724 ed. Berlin/Heidelberg: Springer, Vol. 2. p. 1938-1950 13 p. (Lecture Notes in Computer Science).

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

  5. Published

    Design and Performance of a Rule-based Controller in a Naturally Ventilated Room.

    Eftekhari, M., Marjanovic, L. & Angelov, P., 08/2003, In: Computers in Industry. 51, 3, p. 299-326 28 p.

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

  6. Published

    An evolutionary approach to fuzzy rule-based model synthesis using indices for rules

    Angelov, P., 1/08/2003, In: Fuzzy Sets and Systems. 137, 3, p. 325-338 14 p.

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

  7. 2004
  8. Published

    Optimal design synthesis of component-based systems using intelligent techniques

    Angelov, P., Zhang, Y. & Wright, J. A., 2004, Do Smart Adaptive Systems Exist?. Gabrys, B., Leviska, K. & Strackelijan, J. (eds.). 173 ed. Berlin/Heidelberg: Springer, Vol. 173. p. 267-284 18 p. (Studies in Fuzziness and Soft Computing).

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

  9. Published

    An approach to online identification of Takagi-Sugeno fuzzy models

    Angelov, P. & Filev, D., 02/2004, In: IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 34, 1, p. 484-498 15 p.

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

  10. Published

    An Approach for Fuzzy Rule-base Adaptation using On-line Clustering.

    Angelov, P., 03/2004, In: International Journal of Approximate Reasoning. 35, 3, p. 275-289 15 p.

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

  11. Published

    Flexible Models with Evolving Structure

    Angelov, P. & Filev, D., 04/2004, In: International Journal of Intelligent Systems. 19, 4, p. 327-340 14 p.

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

  12. Published

    A fuzzy controller with evolving structure.

    Angelov, P., 5/04/2004, In: Information Sciences. 161, 1-2, p. 21-35 15 p.

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

  13. Published

    On-line identification of MIMO evolving Takagi-Sugeno fuzzy models

    Angelov, P., Xydeas, C. & Filev, D., 26/07/2004. 55 p.

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

  14. Published

    On-line evolution of Takagi-Sugeno fuzzy models

    Angelov, P., Victor, J., Dourado, A. & Filev, D., 16/09/2004. 67 p.

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

  15. Published

    An approach to on-line design of fuzzy controllers with evolving structure

    Angelov, P., 10/2004, Applications and Science in Soft Computing. Ahmad, L. & Garibaldi, J. M. (eds.). Berlin/Heidelberg: Springer, p. 63-68 6 p. (Advances in Soft Computing).

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

  16. Published

    Semantic categorization of web-based documents

    Evans, T. & Angelov, P., 16/12/2004, p. 500-505. 6 p.

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

  17. 2005
  18. Published

    Evolving computational intelligence systems

    Angelov, P. & Kasabov, N., 03/2005, p. 76-82. 7 p.

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

  19. Published

    Automatic design generation of component-based systems using GA and fuzzy optimisation

    Angelov, P., Zhang, Y. & Wright, J. A., 17/03/2005, p. 95-100. 6 p.

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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 2006
  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. Published

    Machine learning (collaborative systems)

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

    Research output: Patent

  41. 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

  42. 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

  43. 2007
  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 2008
  54. 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

  55. 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

  56. Published

    Evolving fuzzy systems.

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

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

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