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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. 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

  2. Published

    On-line Estimators for Ad-hoc Task Allocation: Extended Abstract

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1999–2001 3 p.

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

  3. Published

    On-Line Estimators for Ad-Hoc Task Allocation

    Shafipour Yourdshahi, E., Aparecido do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1999–2001 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May).

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

  4. 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

  5. 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

  6. 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

  7. Published

    Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream

    Gu, X., Angelov, P. P., Mohd Ali, A., Gruver, W. A. & Gaydadjiev, G., 25/05/2016, Evolving and Adaptive Intelligent Systems (EAIS), 2016 IEEE Conference on. IEEE, p. 169-175 7 p.

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

  8. Published

    Online fault detection based on typicality and eccentricity data analytics

    Costa, B. S. J., Bezerra, C. G., Guedes, L. A. & Angelov, P. P., 12/07/2015, Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-6 6 p.

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

  9. 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

  10. Published

    Online learning and prediction of data streams using dynamically evolving fuzzy approach

    Dutta Baruah, R. & Angelov, P., 2013, Proceedings of the 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2013). Piscataway, N.J.: IEEE, p. 1-6 6 p.

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

  11. Published

    Online Self-Evolving Fuzzy Controller for Autonomous Mobile Robots

    Sadeghi-Tehran, P. & Angelov, P., 04/2011, Evolving and Adaptive Intelligent Systems (EAIS), 2011 IEEE Workshop on . IEEE, p. 100-107 8 p.

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

  12. 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

  13. Published

    Optimal control of biotechnological processes

    Angelov, P., Zamdzhiev, N. & Tzonkov, S., 1993, 10th Control Conference, Wroczlaw, Poland. Wroczlaw, Poland, p. 171-172 2 p.

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

  14. 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

  15. 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

  16. 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

  17. Published

    OSA: one-class recursive SVM algorithm with negative samples for fault detection

    Suvorov, M., Ivliev, S., Markarian, G., Kolev, D., Zvikhachevskiy, D. & Angelov, P., 2013, Artificial neural networks and machine learning – ICANN 2013: 23rd International Conference on Artificial Neural Networks Sofia, Bulgaria, September 10-13, 2013. Proceedings. Mladenov, V., Koprinkova-Hristova, P., Palm, G., Villa, A. E. P., Appollini, B. & Kasabov, N. (eds.). Berlin: Springer Verlag, p. 194-207 14 p. (Lecture Notes in Computer Science; vol. 8131).

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

  18. Published

    Outside the box: an alternative data analytics frame-work

    Angelov, P., 04/2014, In: Journal of Automation, Mobile Robotics and Intelligent Systems. 8, 2, p. 29-35 7 p.

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

  19. Published

    PANFIS: a novel incremental learning machine

    Pratama, M., G. Avanatti, S., Angelov, P. & Lughofer, E., 01/2014, In: IEEE Transactions on Neural Networks. 25, 1, p. 55-68 14 p.

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

  20. Published

    Parallel computing TEDA for high frequency streaming data clustering

    Gu, X., Angelov, P. P., Gutierrez, G., Iglesias, J. A. & Sanchi, A., 23/10/2016, Advances in Big Data: Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece. Angelov, P., Manolopoulos, Y., Iliadis, L., Roy, A. & Vellasco, M. (eds.). Cham: Springer, p. 238-253 16 p.

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

  21. Published

    Parsimonious random vector functional link network for data streams

    Pratama, M., Angelov, P. P., Lughofer, E. & Joo Er, M., 1/03/2018, In: Information Sciences. 430-431, p. 519-537 19 p.

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

  22. Published

    Parsimonious Random Vector Functional Link Network for Data Streams

    Pratama, M., Angelov, P. P., Lughofer, E. & Joo Er, M., 03/2018, In: Information Sciences. 430-431, p. 519-537 19 p.

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

  23. Published

    Particle Swarm Optimized Autonomous Learning Fuzzy System

    Gu, X., Shen, Q. & Angelov, P., 30/11/2021, In: IEEE Transactions on Cybernetics. 51, 11, p. 5352-5363 12 p.

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

  24. 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

  25. Published

    PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework

    Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.

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

  26. Published

    Prediction of the attention area in ambient intelligence tasks

    Shafi, J., Angelov, P. P. & Umair, M., 3/02/2016, Innovative issues in intelligent systems. Sgurev, V., Yager, R., Kacprzyk, J. & Jotsov, V. (eds.). Berlin: Springer, p. 33-56 24 p. (Studies in Computational Intelligence; vol. 623).

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

  27. Published

    Preface

    Corrales, J. C., Iglesias, J. A. & Angelov, P., 11/2018, Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change II: Proceedings of the 2nd International Conference of ICT for Adapting Agriculture to Climate Change (AACC’18), November 21–23, 2018, Cali, Colombia. Corrales, J. C., Angelov, P. & Iglesias, J. A. (eds.). Cham: Springer, p. v-vi 2 p. (Advances in Intelligent Systems and Computing; vol. 893).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  28. Published

    Preface

    Angelov, P., Gegov, A., Jayne, C. & Shen, Q., 1/01/2017, Advances in Computational Intelligence Systems: Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK. Angelov, P., Gegov, A., Jayne, C. & Shen, Q. (eds.). Springer, p. v-vi 2 p. (Advances in Intelligent Systems and Computing; vol. 513).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  29. Published

    Preface

    Angelov, P. P. & Gu, X., 1/01/2019, Empirical Approach to Machine Learning. Cham: Springer, p. xv-xviii 4 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  30. Published

    Preface

    Corrales, J. C., Iglesias, J. A. & Angelov, P., 1/01/2018, Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change: Proceedings of the International Conference of ICT for Adapting Agriculture to Climate Change (AACC'17), November 22-24, 2017, Popayán, Colombia. Angelov, P., Iglesias, J. A. & Corrales, J. C. (eds.). Cham: Springer, p. v-vi 2 p. (Advances in Intelligent Systems and Computing; vol. 687).

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

  31. Published

    Preface

    Angelov, P., Filev, D. P. & Kasabov, N., 14/04/2010, Evolving Intelligent Systems: Methodology and Applications. Angelov, P., Filav, D. P. & Kasabov, N. (eds.). John Wiley and Sons, p. VII-XIV 8 p.

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

  32. Published

    Preface

    Angelov, P., Filev, D., Kasabov, N. & Iglesias, J. A., 15/08/2012, 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems. IEEE, p. iii-iv 2 p.

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

  33. Published

    Preface

    Angelov, P., Filev, D., Kasabov, N., Lughofer, E., Klement, E. P., Saminger-Platz, S., Iglesias, J. A. & Sayed-Mouchaweh, M., 1/01/2014, 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, 2 p. 6867453

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

  34. Published

    Preface

    Chen, X., Qu, G., Angelov, P., Ferri, C., Lai, J. H. & Wani, A., 5/02/2014, 2014 13th International Conference on Machine Learning and Applications. IEEE, p. xiv 1 p.

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

  35. Published

    Preface

    Sayed-Mouchaweh, M., Fleury, A., Angelov, P., Lughofer, E. & Iglesias, J. A., 29/12/2015, 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, p. 1-2 2 p.

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

  36. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-ix 5 p. (IFIP Advances in Information and Communication Technology; vol. 583).

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

  37. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-ix 5 p. (IFIP Advances in Information and Communication Technology; vol. 584).

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

  38. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops: MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-vi 2 p. (IFIP Advances in Information and Communication Technology; vol. 585).

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

  39. Published

    Preface

    Angelov, P., Papadopoulos, G. A., Castellano, G., Casalino, G., Lughofer, E. & Leite, D., 6/06/2022, 2022 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, Vol. 2022-May. (IEEE Conference on Evolving and Adaptive Intelligent Systems).

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

  40. Published

    Preface EIS -10

    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

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

  41. Published

    Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems

    Angelov, P. (ed.), Kasabov, N. (ed.) & Filev, D. (ed.), 04/2013, IEEE. 120 p.

    Research output: Book/Report/Proceedings › Proceedings

  42. Published

    Proceedings of the 2013 International Joint Conference on Neural Networks

    Angelov, P. (ed.), Levine, D. (ed.) & Erdi, P. (ed.), 2013, Piscataway, N.J.: IEEE. 3000 p.

    Research output: Book/Report/Proceedings › Proceedings

  43. Published

    Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems

    Angelov, P. (ed.), Filev, D. (ed.), Kasabov, N. (ed.), Lughofer, E. (ed.), Klement, E. P. (ed.) & Saminger-Platz, S. (ed.), 06/2014, Piscataway, N.J.: IEEE. 150 p.

    Research output: Book/Report/Proceedings › Proceedings

  44. Published

    Proceedings of the IEEE Conference on Cybernetics 2013

    Angelov, P. (ed.), Filev, D. (ed.), MIllan, J. D. R. (ed.) & Abraham, A. (ed.), 07/2013, IEEE.

    Research output: Book/Report/Proceedings › Proceedings

  45. Published

    Program and abstracts of 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)

    Sayed-Mouchaweh, M. (ed.), Fleury, A. (ed.), Angelov, P. P. (ed.), Lughofer, E. (ed.) & Iglesias, J. A. (ed.), 3/12/2015, IEEE. 26 p.

    Research output: Book/Report/Proceedings › Proceedings

  46. Published

    Prologue

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

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

  47. 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

  48. Published

    RADNN: ROBUST TO IMPERCEPTIBLE ADVERSARIAL ATTACKS DEEP NEURAL NETWORK

    Almeida Soares, E. & Angelov, P., 30/09/2021, In: TechRxiv. p. 1 7 p.

    Research output: Contribution to Journal/Magazine › Journal article

  49. Published

    RDE with forgetting: an approximate solution for large values of k with an application to fault detection problems

    Bezerra, C. G., Costa, B., Guedes, L. A. & Angelov, P., 2015, Statistical learning and data sciences: Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings. Gammerman, A., Vovk, V. & Papadopoulos, H. (eds.). Springer, p. 169-178 10 p. (Lecture Notes in Computer Science; vol. 9047).

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

  50. Published

    Real-time fault detection using recursive density estimation

    Costa, B. S. J., Angelov, P. & Guedes, L. A., 08/2014, In: Journal of Control, Automation and Electrical Systems. 25, 4, p. 428-437 10 p.

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

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