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Research

Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. Journal article
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  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 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

  11. 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

  12. Published

    Automatic generation of fuzzy rule-based models from data by genetic algorithms.

    Angelov, P. & Buswell, R., 2003, In: Information Sciences. 150, 1-2, p. 17-31 15 p.

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

  13. Published

    Identification of Evolving Rule-based Models.

    Angelov, P. & Buswell, R., 10/2002, In: IEEE Transactions on Fuzzy Systems. 10, 5, p. 667-677 11 p.

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

  14. Published

    Multi-objective optimisation in air-conditioning systems : comfort/discomfort definition by IF sets.

    Angelov, P., 2001, In: Notes on Intuitionistic Fuzzy Sets. 7, 1, p. 10-23 14 p.

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

  15. Published

    Supplementary Crossover Operator for Genetic Algorithms based on the Center-of-Gravity Paradigm

    Angelov, P., 2001, In: Control and Cybernetics. 30, 2, p. 159-176 18 p.

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

  16. Published

    Application of univariate search methods to the determination of HVAC plant capacity

    Hanby, V. I. & Angelov, P. P., 1/08/2000, In: Building Services Engineering Research and Technology. 21, 3, p. 161-166 6 p.

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

  17. Published

    Hybrid modelling of biotechnological processes using neural networks

    Chen, L. B., Bernard, O., Bastain, G. & Angelov, P., 07/2000, In: Control Engineering Practice. 8, 7, p. 821-827 7 p.

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

  18. Published

    HVAC Systems Simulation: A Self-Structuring Fuzzy Rule-Based Approach

    Angelov, P., Hanby, V. I. & Wright, J. A., 2000, In: International Journal of Architectural Sciences. 1, 1, p. 49-58 10 p.

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

  19. Published

    Evolving Fuzzy Rule-based Models

    Angelov, P., 2000, In: Journal of the Chinese Institute of Industrial Engineers. 17, 5, p. 459-468 10 p.

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

  20. Published

    A genetic-algorithm-based approach to optimization of bioprocesses described by fuzzy rules.

    Angelov, P. & Guthke, R., 04/1997, In: Bioprocess and Biosystems Engineering. 16, 5, p. 299-303 5 p.

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

  21. Published

    Optimization in an Intuitionistic Fuzzy Environment

    Angelov, P., 16/03/1997, In: Fuzzy Sets and Systems. 86, 3, p. 299-306 8 p.

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

  22. Published

    Control of cell protein synthesis from kluyveromyces marxianus var. Lactis MC5

    Angelov, P., Simova, E., Beshkova, D. & Frengova, G., 01/1996, In: Biotechnology and Biotechnological Equipment. 10, 1, p. 44-50 7 p.

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

  23. Published

    An analytical method for solving a type of fuzzy optimization problems, control and cybernetics.

    Angelov, P., 1995, In: Control and Cybernetics. 24, 3, p. 363-373 11 p.

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

  24. Published

    Crispification : defuzzification over intuitionistic fuzzy sets.

    Angelov, P., 1995, In: Bulletin for Studies and Exchanges on Fuzziness and its AppLications, BUSEFAL. 64, p. 51-55 5 p.

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

  25. Published

    Intuitionistic fuzzy optimisation.

    Angelov, P., 1995, In: Notes on Intuitionistic Fuzzy Sets. 1, 1, p. 27-33 7 p.

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

  26. Published

    Approximate reasoning based optimization.

    Angelov, P., 1994, In: Yugoslav Journal of Operations Research. 4, 1, p. 11-17 7 p.

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

  27. Published

    A generalized approach to fuzzy optimization

    Angelov, P., 1994, In: International Journal of Intelligent Systems. 9, 3, p. 261-268 8 p.

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

  28. Published

    Fuzzy optimization of laboratory fermenters

    Angelov, P. & Petrov, M., 1994, In: Biotechnology and Biotechnological Equipment. 8, 2, p. 60-63 4 p.

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

  29. Published

    Optimal control of biotechnological processes described by fuzzy sets

    Angelov, P. & Tzonkov, S., 1993, In: Journal of Process Control. 3, 3, p. 147-152 6 p.

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

  30. Published

    Fuzzy optimal control of ethanol synthesis

    Angelov, P. & Tzonkov, S., 1993, In: Fuzzy Systems and Artificial Intelligence. p. 45-51 7 p.

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

  31. Published

    An approach to fuzzy optimal control via parameterized conjunction and defuzzification

    Angelov, P. & Zamdjiev, N., 1993, In: Fuzzy Systems and Artificial Intelligence. 2, 1, p. 151-156 6 p.

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

  32. Published

    Fuzzy optimal control

    Filev, D. & Angelov, P., 27/04/1992, In: Fuzzy Sets and Systems. 47, 2, p. 151-156 6 p.

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

  33. Published

    Optimal control in a fuzzy environment.

    Filev, D. & Angelov, P., 1992, In: Yugoslav Journal of Operations Research. 2, 1, p. 33-43 11 p.

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

  34. Patent
  35. Published

    SYSTEM STATE CLASSIFIER: United States Patent Application 20150278711

    Angelov, P. P., Kolev, D. G. & Markarian, G., 1/10/2015, IPC No. G06N99/00; G06N7/00 , Patent No. 14/677269, Priority date 10/10/2012, Priority No. GB1218209.3

    Research output: Patent

  36. 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

  37. Published

    Machine learning (collaborative systems)

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

    Research output: Patent

  38. Other contribution
  39. Published

    Novelty Detection and Learning from Extremely Weak Supervision

    Almeida Soares, E. & Angelov, P., 1/11/2019

    Research output: Other contribution

  40. Published

    Fair-by-design explainable models for prediction of recidivism

    Almeida Soares, E. & Angelov, P., 2019, Arxiv.

    Research output: Other contribution

  41. Web publication/site
  42. Published

    Design and tuning of fuzzy systems

    Angelov, P. & Iglesias, J. A., 2012

    Research output: Exhibits, objects and web-based outputs › Web publication/site

  43. Speech
  44. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

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

  45. 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

  46. Abstract
  47. Published

    An Odometer-Free Approach for Unmanned Ground-Based Vehicle Simultaneous Localization and Mapping

    Gu, X., Angelov, P. & Khan, M., 26/10/2019.

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

  48. Conference paper
  49. Forthcoming

    PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection

    Lopez Pellicer, A., Li, Y. & Angelov, P., 6/03/2024, (Accepted/In press). 9 p.

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

  50. Published

    AI-enabled Microscopic Blood Analysis for Microfluidic COVID-19 Hematology

    Xia, T., Fu, Y. Q., Jin, N., Chazot, P., Angelov, P. & Jiang, R., 21/06/2020, p. 98-102. 5 p.

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

  51. Published

    Decentralised Task Allocation in the Fog: Estimators for Effective Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 8/05/2020.

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

  52. Published

    Explainable Density-based Approach for Self-driving Actions Classification

    Almeida Soares, E., Angelov, P., Filev, D., Costa, B., Castro, M. & Nageshrao, S., 16/12/2019, p. 1-6. 6 p.

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

  53. Published

    Fast feedforward non-parametric deep learning network with automatic feature extraction

    Angelov, P. P., Gu, X. & Principe, J., 14/05/2017, p. 534-541. 8 p.

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

  54. Published

    Autonomous data density based clustering method

    Angelov, P. P., Gu, X., Gutierrez, G., Iglesias, J. A. & Sanchis, A., 24/07/2016, p. 2405-2413. 9 p.

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

  55. 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

  56. Published

    Clustering as a tool for self-generation of intelligent systems : a survey.

    Dutta Baruah, R. & Angelov, P., 1/04/2010, p. 34-41. 9 p.

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

  57. 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

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