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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. Conference paper
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  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. 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

  18. 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

  19. Published

    Evolving rule-based models: a tool for intelligent adaptation

    Angelov, P. & Buswell, R., 25/07/2001. 1062 p.

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

  20. Published

    A centre-of-gravity-based recombination operator for genetic algorithms

    Angelov, P. & Wright, J. A., 23/10/2000. 259 p.

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

  21. Published

    A methodology for modeling HVAC components using evolving fuzzy rules

    Angelov, P., Buswell, R. A., Hanby, V. I. & Wright, J. A., 10/2000. 247 p.

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

  22. Published

    Evolving fuzzy rule-based models

    Angelov, P., 17/08/1999, p. 19-23. 5 p.

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

  23. Published

    Hybrid modelling of biotechnological processes using neural networks

    Bernanrd, O., Bastain, G. & Angelov, P., 07/1999. 145 p.

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

  24. Published

    A fuzzy approach to building thermal systems optimization.

    Angelov, P., 06/1999. 4 p.

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

  25. Published

    Intelligent optimal control of biotechnological processes.

    Angelov, P., 09/1996. 1033 p.

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

  26. Published

    A method for fuzzy linear dynamic programing.

    Angelov, P., 1995. 5 p.

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

  27. Published

    Analytical approach for solving a type of fuzzy optimization problems.

    Angelov, P., 09/1994. 11 p.

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

  28. Published

    A new method for solving linear programming problems with fuzzy parameters.

    Angelov, P., 1994. 5 p.

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

  29. Published

    An analytical approach for FMP problem solving and its application to neural networks learning.

    Angelov, P., 09/1993. 0 p.

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

  30. Abstract
  31. 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

  32. Speech
  33. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

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

  34. 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

  35. Web publication/site
  36. Published

    Design and tuning of fuzzy systems

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

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

  37. Other contribution
  38. Published

    Novelty Detection and Learning from Extremely Weak Supervision

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

    Research output: Other contribution

  39. Published

    Fair-by-design explainable models for prediction of recidivism

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

    Research output: Other contribution

  40. Patent
  41. 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

  42. 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

  43. Published

    Machine learning (collaborative systems)

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

    Research output: Patent

  44. Journal article
  45. Published

    A large multiclass dataset of CT scans for COVID-19 identification

    Almeida Soares, E., Angelov, P., Biaso, S., Froes, M. H. & Abe, D. K., 1/04/2024, In: Evolving Systems. 15, 1, p. 635–640 5 p.

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

  46. Published

    Semi-Supervised Fuzzily Weighted Adaptive Boosting for Classification

    Gu, X., Angelov, P. P. & Shen, Q., 1/04/2024, In: IEEE Transactions on Fuzzy Systems. 32, 4, p. 2318 - 2330 13 p.

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

  47. E-pub ahead of print

    Marine Debris Detection in Satellite Surveillance using Attention Mechanisms

    Shen, A., Zhu, Y., Angelov, P. & Jiang, R., 3/01/2024, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 4320-4330 11 p.

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

  48. Published

    Autonomous learning for fuzzy systems: a review

    Gu, X., Han, J., Shen, Q. & Angelov, P. P., 31/08/2023, In: Artificial Intelligence Review. 56, 8, p. 7549-7595 47 p.

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

  49. Published

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C-T., Angelov, P. & Jiang, R., 1/08/2023, In: IEEE Transactions on Artificial Intelligence. 4, 4, p. 959-971 13 p., 4.

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

  50. E-pub ahead of print

    Multilayer Evolving Fuzzy Neural Networks

    Gu, X., Angelov, P., Han, J. & Shen, Q., 16/05/2023, (E-pub ahead of print) In: IEEE Transactions on Fuzzy Systems. p. 1-12 12 p.

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

  51. Published

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.

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

  52. Published

    Self-Organizing Fuzzy Belief Inference System for Classification

    Gu, X., Angelov, P. & Shen, Q., 31/12/2022, In: IEEE Transactions on Fuzzy Systems. 30, 12, p. 5473-5483 11 p.

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

  53. Published

    Person Identification from Fingernails and Knuckles Images using Deep Learning Features and the Bray-Curtis Similarity Measure

    Alghamdi, M., Angelov, P. & Lopez Pellicer, A., 7/11/2022, In: Neurocomputing. 513, p. 83-93 11 p.

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

  54. Published

    An Interpretable Deep Semantic Segmentation Method for Earth Observation.

    Zhang, Z., Angelov, P., Soares, E., Longépé, N. & Mathieu, P-P., 23/10/2022, In: arXiv. abs/2210.12820

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

  55. Published

    Multi-Class Fuzzily Weighted Adaptive Boosting-based Self-Organizing Fuzzy Inference Ensemble Systems for Classification

    Gu, X. & Angelov, P., 1/09/2022, In: IEEE Transactions on Fuzzy Systems. 30, 9, p. 3722-3735 14 p.

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

  56. Published

    Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification

    Gu, X. & Angelov, P. P., 1/09/2022, In: IEEE Transactions on Fuzzy Systems. 30, 9, p. 3722-3735 14 p.

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

  57. Published

    On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork

    Shafipour Yourdshahi, E., do Carmo Alves, M. A., Varma, A., Soriano Marcolino, L., Ueyama, J. & Angelov, P., 13/08/2022, In: Autonomous Agents and Multi-Agent Systems. 36, 45.

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

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