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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. 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

  2. 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

  3. 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

  4. 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

  5. Published

    Evolving fuzzy systems for data streams: A Survey

    Dutta Baruah, R. & Angelov, P., 28/11/2011, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1, 6, p. 461-476 16 p.

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

  6. 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

  7. 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

  8. Published

    Evolving fuzzy systems.

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

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

  9. 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

  10. Published

    Evolving Human Activity Classifier from Sensor Streams

    Iglesias, J. A., Angelov, P., Ledezma, A. & Sanchis, A., 04/2011, Evolving and Adaptive Intelligent Systems (EAIS), 2011 IEEE Workshop on. IEEE, p. 139-146 8 p.

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

  11. Published

    Evolving Inferential Sensors in the Chemical Process Industry

    Angelov, P. & Kordon, A., 14/04/2010, Evolving Intelligent Systems: Methodology and Applications. Angelov, P., Filev, D. P. & Kasabov, N. (eds.). John Wiley and Sons, p. 313-336 24 p.

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

  12. Published

    Evolving intelligent sensors in chemical industry.

    Angelov, P. & Kordon, A., 04/2010, Evolving intelligent systems : methodology and applications. Angelov, P., Filev, D. & Kasabov, N. (eds.). New York, USA: John Wiley and Sons and IEEE Press, p. 313-336 24 p. (IEEE Press series in Computational Intelligence).

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

  13. Published

    Evolving intelligent systems

    Angelov, P., Filev, D. & Kasabov, N., 1/12/2010, Proceedings of the International Symposium on Evolving Intelligent Systems - A Symposium at the AISB 2010 Convention. AISB, (Proceedings of the International Symposium on Evolving Intelligent Systems - A Symposium at the AISB 2010 Convention).

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

  14. Published

    Evolving intelligent systems : methodology and applications.

    Angelov, P., Filev, D., Kasabov, N., Angelov, P. (ed.), Filev, D. (ed.) & Kasabov, N. (ed.), 04/2010, New York: Wiley-Blackwell. 444 p. (IEEE Press Series on Computational Intelligence)

    Research output: Book/Report/Proceedings › Book

  15. 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

  16. 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

  17. Published

    Evolving Rule-based Control

    Angelov, P., Buswell, R. A., Wright, J. & Loveday, D., 12/2001, Proceedings of EUNITE Symposium, 13-15 December 2001 . EUNITE, p. 36-41 6 p.

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

  18. Published

    Evolving Rule-based Models: A Tool for Design of Flexible Adaptive Systems

    Angelov, P., 1/02/2002, Heidelberg, Germany: Springer Verlag. 213 p. (Studies in Fuzziness and Soft Computing)

    Research output: Book/Report/Proceedings › Book

  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

    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

  21. Published

    Evolving social network analysis: A case study on mobile phone data

    Dutta Baruah, R. & Angelov, P., 2012, Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on. IEEE, p. 114-120 7 p.

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

  22. Published

    Evolving Takagi Sugeno modelling with memory for slow processes.

    McDonald, S. & Angelov, P., 02/2010, In: International Journal of Knowledge-Based and Intelligent Engineering Systems. 14, 1, p. 11-16 6 p.

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

  23. Published

    Evolving Takagi-Sugeno fuzzy systems from data streams (eTS+).

    Angelov, P., 04/2010, Evolving intelligent systems : methodology and applications. Angelov, P., Filev, D. & Kasabov, N. (eds.). New York, USA: John Wiley and Sons and IEEE Press, p. 21-50 30 p. (IEEE Press series in Computational Intelligence).

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

  24. Published

    Evolving Takagi-Sugeno Fuzzy Systems from Streaming Data (eTS+)

    Angelov, P., 14/04/2010, Evolving Intelligent Systems: Methodology and Applications. Angelov, P., Angelov, D. & Kasabov, N. (eds.). John Wiley and Sons, p. 21-50 30 p.

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

  25. Published

    Explainable artificial intelligence: an analytical review

    Angelov, P., Almeida Soares, E., Jiang, R., Arnold, N. & Atkinson, P., 1/09/2021, In: WIREs Data Mining and Knowledge Discovery. 11, 5, 13 p., e1424.

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

  26. 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

  27. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

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

  28. Published

    Explaining Deep Learning Models Through Rule-Based Approximation and Visualization

    Almeida Soares, E., Angelov, P., Costa, B., Castro, M., Nageshrao, S. & Filev, D., 31/08/2021, In: IEEE Transactions on Fuzzy Systems. 29, 8, p. 2399-2407 9 p.

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

  29. Published

    Extracting biological information with computational analysis of Fourier transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives

    Trevisan, J., Angelov, P., Carmichael, P. L., Scott, A. & Martin, F., 2012, In: Analyst. 137, 14, p. 3202-3215 14 p.

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

  30. Published

    Fair-by-design explainable models for prediction of recidivism

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

    Research output: Other contribution

  31. 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

  32. Published

    Flexible models with evolving structure

    Angelov, P. & Filev, D., 10/09/2002, Intelligent Systems, 2002. Proceedings. 2002 First International IEEE Symposium. IEEE, p. 28-33 6 p.

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

  33. 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

  34. Published

    Forecasting Time-Series for NN GC1 using Evolving Takagi-Sugeno (eTS) Fuzzy Systems with On-line Inputs Selection

    Andreu, J. & Angelov, P., 2010, 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010). New York: IEEE, p. 1479-1483 5 p.

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

  35. Published

    Foreign Currency Exchange Rate Prediction using Neuro-Fuzzy Systems

    Yong, Y. L., Lee, Y., Gu, X., Angelov, P. P., Ling Ngo, D. C. & Shafipour Yourdshahi, E., 1/12/2018, Procedia Computer Science. Elsevier, Vol. 144. p. 232-238 7 p. (Procedia Computer Science; vol. 144).

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

  36. Published

    Fully online clustering of evolving data streams into arbitrarily shaped clusters

    Hyde, R., Angelov, P. & MacKenzie, A. R., 03/2017, In: Information Sciences. 382-383, p. 96-114 19 p.

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

  37. Published

    Fully unsupervised fault detection and identification based on recursive density estimation and self-evolving cloud-based classifier

    Costa, B. S. J., Angelov, P. & Guedes, L. A., 20/02/2015, In: Neurocomputing. 150, A, p. 289-303 15 p.

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

  38. Published

    Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams

    Angelov, P., 08/2011, In: IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 41, 4, p. 898-910 13 p.

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

  39. Forthcoming

    Fuzzy Detectors Against Adversarial Attacks

    Li, Y., Angelov, P. & Suri, N., 15/09/2023, (Accepted/In press) IEEE Symposium Series on Computational Intelligence. Mexico, 5 p.

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

  40. Published

    Fuzzy mathematical programming problem solving

    Angelov, P., 4/07/1994, European Congress on Operations Research, EURO-XIII, Glasgow, Scotland, 4-6 July 1994. p. 374

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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. Published

    Gender and Age Classification of Human Faces for Automatic Detection of Anomalous Human Behaviour

    Wang, X., Mohd Ali, A. & Angelov, P. P., 21/06/2017, 2017 IEEE International Conference on Cybernetics, CYBCONF2017. IEEE, p. 1-6 6 p.

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

  47. Published

    Graph-context Attention Networks for Size-varied Deep Graph Matching

    Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

  48. 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

  49. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Jiang, Z., Vyas, R., Williams, B., Rahmani, H., Angelov, P. & Black, S., 13/01/2021, In: arXiv.

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

  50. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 2/06/2022, 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022).

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

  51. Published

    Handbook in computational intelligence

    Angelov, P. (ed.), 21/03/2016, World Scientific Publishing. 964 p.

    Research output: Book/Report/Proceedings › Book

  52. Published

    Handbook on Computational Intelligence

    Angelov, P. P., 31/05/2016, Handbook On Computational Intelligence (In 2 Volumes). World Scientific Publishing Co., p. 1-964 964 p.

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

  53. Published

    Handbook on computer learning and intelligence

    Angelov, P. P., 29/06/2022, Explainable AI and Supervised Learning; Deep Learning, Intelligent Control and Evolutionary Computation. Angelov, P. (ed.). Singapore: World Scientific Publishing Co., Vol. 1-2. p. 1-1056 1056 p.

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

  54. Published

    Handling drifts and shifts in on-line data streams with evolving fuzzy systems.

    Lughofer, E. & Angelov, P., 03/2011, In: Applied Soft Computing. 11, 2, p. 2057-2068 12 p.

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

  55. Published

    Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World

    Firouzi, F., Farahani, B., Daneshmand, M., Grise, K., Song, J., Saracco, R., Wang, L. L., Lo, K., Angelov, P., Almeida Soares, E., Po-Shen Loh, Talebpour, Z., Moradi, R., Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari, & 12 othersDana Pasquale, James Moody, James Moodys, Chris Woods, Erich S. Huang, Payam Barnaghi, Sarrafzadeh, M., Ron Li, Kristen L Beck, Olexandr Isayev, Nakmyoung Sung & Alan Luo, 31/08/2021, In: IEEE Internet of Things Journal. 8, 16, p. 12826-12846 21 p.

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

  56. E-pub ahead of print

    Highly interpretable hierarchical deep rule-based classifier

    Gu, X. & Angelov, P., 20/04/2020, (E-pub ahead of print) In: Applied Soft Computing. 92

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

  57. Published

    How best to Design Fuzzy Sets and Systems: In memory of Prof. Lotfi A. Zadeh

    Angelov, P. P., 23/02/2019, Fuzzy Logic and Applications: 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers. Fullér, R., Giove, S. & Massulli, F. (eds.). Cham: Springer, p. 236-239 4 p. (Lecture Notes in Artificial Intelligence; vol. 11291).

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

  58. Published

    Human action recognition from multiple views based on view-invariant feature descriptor using support vector machines

    Bux, A., Angelov, P. P. & Habib, Z., 21/10/2016, In: Applied Sciences. 6, 10, 14 p., 309.

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

  59. Published

    Human action recognition using deep rule-based classifier

    Bux, A., Gu, X., Angelov, P. & Habib, Z., 1/11/2020, In: Multimedia Tools and Applications. 79, 41-42, p. 30653-30667 15 p.

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

  60. Published

    Human action recognition using transfer learning with deep representations

    Bux, A., Wang, X., Angelov, P. P. & Habib, Z., 3/07/2017, 2017 International Joint Conference on Neural Networks (IJCNN). IEEE

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

  61. Published

    Human activity recognition based on evolving fuzzy systems.

    Iglesias, J. A., Angelov, P., Ledezma, A. & Sanchis, A., 10/2010, In: International Journal of Neural Systems. 20, 5, p. 355-364 10 p.

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

  62. Published

    Human Activity Recognition in Intelligent Home Environments: An Evolving Approach

    Antonio Iglesias, J., Angelov, P., Ledezma, A. & Sanchis, A., 2010, ECAI 2010 - 19th European Conference on Artificial Intelligence. Coelho, H., Studer, R. & Wooldridge, M. (eds.). Amsterdam: IOS Press, p. 1047-1048 2 p.

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

  63. 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

  64. 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

  65. 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

  66. Published

    Hybrid modelling of biotechnological processes using neural networks

    Angelov, P., Bernard, O., Bastin, G., Stentelaire, C. & Asther, M., 17/09/1998, 2nd European Symposium on Bio-Engineering Systems ESBES-2. Porto, Portugal, p. 219

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

  67. Published

    ICDS 2019 Preface

    Angelov, P., Boumhidi, J., Hagras, H., Nfaoui, E. H., Oubenaalla, Y., Loqman, C., Mestari, M. & Mousannif, H., 26/12/2019, 2019 Third International Conference on Intelligent Computing in Data Sciences (ICDS). IEEE, 1 p.

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

  68. 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

  69. Published

    Imprecision and uncertainty in information representation and processing: new tools based on intuitionistic fuzzy sets and generalized nets

    Angelov, P. P. (ed.) & Sotirov, S. (ed.), 01/2016, Springer. 425 p.

    Research output: Book/Report/Proceedings › Book

  70. 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

  71. Published

    Incremental anomaly identification in flight data analysis by adapted one-class SVM method

    Kolev, D., Suvorov, M., Morozov, E., Markarian, G. & Angelov, P., 2015, Artificial neural networks: methods and applications in bio-/neuroinformatics. Koprinkova-Hristova, P., Mladenov, V. & Kasabov, N. K. (eds.). Springer, p. 373-391 19 p. (Springer Series in Bio-/Neuroinformatics; vol. 4).

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

  72. Published

    Intelligent adaptive systems

    Hadjiski, M., Angelov, P., Hadjiski, M. (ed.) & Angelov, P. (ed.), 09/2002, Varna, Bulgaria: IEEE Press. 66 p.

    Research output: Book/Report/Proceedings › Book

  73. Published

    Intelligent leader follower behaviour for unmanned ground-based vehicles

    Sadeghi Tehran, P., Andreu, J., Angelov, P. & Zhou, X., 2011, In: Journal of Automation, Mobile Robotics and Intelligent Systems. 5, 1, p. 36-47 11 p.

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

  74. 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

  75. Published

    Intelligent Systems' 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland

    Angelov, P. (ed.), T. Atanassov, K. (ed.), Doukovska, L. (ed.), Hadjiski, M. (ed.), Jotsov, V. (ed.), Kacprzyk, J. (ed.), Kasabov, N. (ed.), Sotirov, S. (ed.), Szmidt, E. (ed.) & Zadrozny, S. (ed.), 2015, Springer. 863 p. (Advances in Intelligent Systems and Computing; vol. 322)

    Research output: Book/Report/Proceedings › Proceedings

  76. Published

    Interpretable policies for reinforcement learning by empirical fuzzy sets

    Huang, J., Angelov, P. P. & Yin, C., 31/05/2020, In: Engineering Applications of Artificial Intelligence. 91, 13 p., 103559.

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

  77. Published

    Interpretable-Through-Prototypes Deepfake Detection for Diffusion Models

    Aghasanli, A., Kangin, D. & Angelov, P., 2/10/2023, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023. Computer Vision Foundation, p. 467-474 8 p.

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

  78. Published

    Introduction

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 1-14 14 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  79. 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

  80. 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

  81. Published

    Keynote: Explainable-by-design Deep Learning.

    Angelov, P., 24/05/2021, 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). IEEE, p. 175 1 p.

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

  82. Published

    Local modes-based free-shape data partitioning

    Angelov, P. P. & Gu, X., 9/12/2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 8 p.

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

  83. Published

    Local Optimality of Self-Organising Neuro-Fuzzy Inference Systems

    Gu, X., Angelov, P. P. & Rong, H., 30/11/2019, In: Information Sciences. 503, p. 351-380 30 p.

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

  84. Published

    Look-a-like: a fast content-based image retrieval approach using a hierarchically nested dynamically evolving image clouds and recursive local data density

    Angelov, P. & Sadeghi Tehran, P., 01/2017, In: International Journal of Intelligent Systems. 32, 1, p. 82-103 22 p.

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

  85. Published

    Machine learning (collaborative systems)

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

    Research output: Patent

  86. 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

  87. 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

  88. Published

    MICE: Multi-layer multi-model images classifier ensemble

    Angelov, P. P. & Gu, X., 22/06/2017, The 3rd IEEE International Conference on Cybernetics. IEEE, p. 436-443 8 p.

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

  89. 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

  90. Published

    Multi-Branch with Attention Network for Hand-Based Person Recognition.

    Baisa, N. L., Williams, B. M., Rahmani, H., Angelov, P. P. & Black, S., 4/08/2021, In: arXiv. abs/2108.02234

    Research output: Contribution to Journal/Magazine › Journal article

  91. 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

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. Published

    Novelty Detection and Learning from Extremely Weak Supervision

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

    Research output: Other contribution

  98. 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

  99. 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

  100. 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

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