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Computing and Communications

  1. Published

    Self-Learning of Fuzzy-Rule-based Models by GA

    Angelov, P., 10/1998, Proceedings International Conference on Intelligent Control, Sofia, Bulgaria, 14-16 October, 1998. p. 46-49 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  2. Published

    An Approach for Training a type of Fuzzy Neural Networks as Fuzzy Optimization

    Angelov, P., Petrov, M. & Tsonkov, S., 09/1994, Proceedings of 10th International Conference on Systems Engineering, Coventry, 6-8 Spetember 1994 .

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  3. Published

    An approach to automatic real-time novelty detection, object identification, and tracking in video streams based on recursive density estimation and evolving Takagi–Sugeno fuzzy systems

    Angelov, P., Sadeghi-Tehran, P. & Ramezani, R., 03/2011, In: International Journal of Intelligent Systems. 26, 3, p. 189-205 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Design and tuning of fuzzy systems

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

    Research output: Exhibits, objects and web-based outputsWeb publication/site

  5. 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/MagazineJournal articlepeer-review

  6. Published

    Robust evolving cloud-based controller for a hydraulic plant

    Angelov, P., Skrjanc, I. & Blazic, S., 2013, Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence, SSCI-2013,16-19 April 2013, Singapore. Piscataway, N.J.: IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  7. Published

    Symbol recognition with a new autonomously evolving classifier autoclass

    Angelov, P., Kangin, D., Xiaowei, Z. & Kolev, D., 06/2014, 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems. 9781479933471: IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  8. Published

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

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

    Research output: Book/Report/ProceedingsProceedings

  9. Published

    Proceedings of the 2013 International Joint Conference on Neural Networks

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

    Research output: Book/Report/ProceedingsProceedings

  10. Published

    Proceedings of the IEEE Conference on Cybernetics 2013

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

    Research output: Book/Report/ProceedingsProceedings

  11. Published

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

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

    Research output: Book/Report/ProceedingsProceedings

  12. 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/MagazineJournal articlepeer-review

  13. Published

    Anomaly detection based on eccentricity analysis

    Angelov, P., 12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Orlando, FL, USA: IEEE Press, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  14. Published

    RTSDE: recursive total-sum-distances-based density estimation approach and its application for autonomous real-time video analytics

    Angelov, P. & Wilding, A., 9/12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Orlando, FL, USA: IEEE, p. 81-86 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  15. Published

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

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

    Research output: Book/Report/ProceedingsProceedings

  16. Published

    AURORA: autonomous real-time on-board video analytics

    Angelov, P., Sadeghi Tehran, P. & Clarke, C., 05/2017, In: Neural Computing and Applications. 28, 5, p. 855-865 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. 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/MagazineJournal articlepeer-review

  18. 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/MagazineJournal articlepeer-review

  19. 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/MagazineJournal articlepeer-review

  20. Published

    A robust evolving cloud-based controller

    Angelov, P., Skrjanc, I. & Blazic, S., 2015, Springer Handbook of Computational Intelligence . Kacprzyk, J. & Pedrycz, W. (eds.). Berlin: Springer, Vol. G. p. 1435-1449 15 p.

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

  21. Unpublished

    Data structuring and searching method and apparatus

    Angelov, P. (Inventor) & Sadeghi Tehran, P. (Inventor), 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

  22. Published

    Construction scheduling, cost optimization and management: a new model based on neurocomputing and object technologies

    Angelov, P., 2001, In: Engineering, Construction and Architectural Management. 8, 3, p. 233-234 2 p.

    Research output: Contribution to Journal/MagazineBook/Film/Article review

  23. 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/ISSNConference contribution/Paperpeer-review

  24. 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/ISSNAbstract

  25. Published

    ALMA for evolving systems

    Angelov, P., 8/06/2012, 12th NCEI, Auckland, New Zealand. Auckland

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNAbstract

  26. 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/ISSNAbstract

  27. 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/ISSNAbstract

  28. 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/ISSNAbstract

  29. Published

    SYSTEM STATE CLASSIFIER: United States Patent Application 20150278711

    Angelov, P. P. (Inventor), Kolev, D. G. (Inventor) & Markarian, G. (Inventor), 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

  30. Published

    Typicality distribution function: a new density-based data analytics tool

    Angelov, P., 12/07/2015, Neural Networks (IJCNN), 2015 International Joint Conference on. IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  31. Published

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

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

    Research output: Book/Report/ProceedingsBook

  32. Published

    A nested hierarchy of dynamically evolving clouds for big data structuring and searching

    Angelov, P. & Sadeghi Tehran, P., 8/08/2015, In: Procedia Computer Science. 53, p. 1-8 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. 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 paperpeer-review

  34. Published

    Empirical data analytics

    Angelov, P. P., Gu, X. & Kangin, D., 12/2017, In: International Journal of Intelligent Systems. 32, 12, p. 1261-1284 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    Handbook in computational intelligence

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

    Research output: Book/Report/ProceedingsBook

  36. Published

    Empirical data analysis: a new tool for data analytics

    Angelov, P. P., Gu, X., Principe, J. & Kangin, D., 9/10/2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 52-59 8 p. 1008

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  37. Published

    A Generalized Methodology for Data Analysis

    Angelov, P. P., Gu, X. & Principe, J., 10/2018, In: IEEE Transactions on Cybernetics. 48, 10, p. 2981-2993 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Advances in Computational Intelligence Systems: Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK

    Angelov, P. P., Shen, Q., Jayne, C. & Gegov, A., 7/09/2016, Springer. 508 p. (Advances in Intelligent Systems and Computing; vol. 513)

    Research output: Book/Report/ProceedingsBook

  39. Published

    Cybernetics of the mind: learning individual's perceptions autonomously

    Angelov, P. P., Gu, X., Iglesias, J., Ledezma, A., Sanchis, A., Sipele, O. & Ramezani, R., 04/2017, In: IEEE Systems, Man, and Cybernetics Magazine. 3, 2, p. 6-17 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. 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 paperpeer-review

  41. Published

    Autonomous learning multi-model systems from data streams

    Angelov, P. P., Gu, X. & Principe, J., 1/08/2018, In: IEEE Transactions on Fuzzy Systems. 26, 4, p. 2213-2224 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Empirical Fuzzy Sets

    Angelov, P. P. & Gu, X., 02/2018, In: International Journal of Intelligent Systems. 33, 2, p. 362-395 34 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    Autonomous Learning Multi-Model Classifier of 0-Order (ALMMo-0)

    Angelov, P. P. & Gu, X., 31/05/2017, IEEE Conference on Evolving and Adaptive Intelligent Systems 2017. p. 1-7 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  44. 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/ISSNConference contribution/Paperpeer-review

  45. 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/ISSNConference contribution/Paperpeer-review

  46. Published

    A cascade of deep learning fuzzy rule-based image classifier and SVM

    Angelov, P. P. & Gu, X., 5/10/2017, Systems, Man, and Cybernetics (SMC), 2017 IEEE International Conference on: Human Intelligence for Systems and Cybernetics. IEEE, p. 746-751 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  47. Published

    Deep rule-based classifier with human-level performance and characteristics

    Angelov, P. P. & Gu, X., 10/2018, In: Information Sciences. 463-464, p. 196-213 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    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, Popayan, Colombia)

    Angelov, P. P. (Editor), Iglesias, J. A. (Editor) & Carlos Corrales, J. (Editor), 17/12/2017, 1st ed. Cham: Springer. 265 p. (Advances in Intelligent Systems and Computing; vol. 687)

    Research output: Book/Report/ProceedingsBook

  49. Published

    The 16th Annual UK Workshop on Computational Intelligence PREFACE

    Angelov, P., Shang, C. & Chao, F., 05/2018, In: Soft Computing. 22, 10, p. 3123-3124 2 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  50. Published

    Special issue of Big Data Research Journal on "Big Data and Neural Networks"

    Angelov, P., Manolopoulos, Y. & Papadopoulos, A., 03/2018, In: Big data research. 11, p. III-IV 2 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  51. Published

    Towards Anthropomorphic Machine Learning

    Angelov, P. P. & Gu, X., 09/2018, In: IEEE Computer. 51, 9, p. 18-27 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  52. Published

    Empirical Approach to Machine Learning

    Angelov, P. P. & Gu, X., 2019, Cham: Springer. 437 p. (Studies in Computational Intelligence; vol. 800)

    Research output: Book/Report/ProceedingsBook

  53. Published

    Anomaly Detection—Empirical Approach

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. P. & Gu, X. (eds.). Cham: Springer, p. 157-173 17 p. (Studies in Computational Intelligence; vol. 800).

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

  54. Published

    Applications of Autonomous Anomaly Detection

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 249-259 11 p. (Studies in Computational Intelligence; vol. 800).

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

  55. Published

    Applications of Autonomous Data Partitioning

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 261-276 16 p. (Studies in Computational Intelligence; vol. 800).

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

  56. Published

    Applications of Autonomous Learning Multi-model Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 277-293 17 p. (Studies in Computational Intelligence; vol. 800).

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

  57. Published

    Applications of Deep Rule-Based Classifiers

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 295-319 25 p. (Studies in Computational Intelligence; vol. 800).

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

  58. Published

    Applications of Semi-supervised Deep Rule-Based Classifiers

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 321-340 20 p. (Studies in Computational Intelligence; vol. 800).

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

  59. Published

    Brief Introduction to Computational Intelligence

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 69-99 31 p. (Studies in Computational Intelligence; vol. 800).

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

  60. Published

    Autonomous Learning Multi-model Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 199-222 24 p. (Studies in Computational Intelligence; vol. 800).

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

  61. Published

    Brief Introduction to Statistical Machine Learning

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 17-67 51 p. (Studies in Computational Intelligence; vol. 800).

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

  62. Published

    Data Partitioning—Empirical Approach

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 175-198 24 p. (Studies in Computational Intelligence; vol. 800).

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

  63. Published

    Empirical Approach—Introduction

    Angelov, P. P. & Gu, X., 1/01/2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Cham: Springer-Verlag, p. 103-133 31 p. (Studies in Computational Intelligence; vol. 800).

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

  64. Published

    Empirical Fuzzy Sets and Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 135-155 21 p. (Studies in Computational Intelligence; vol. 800).

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

  65. Published

    Epilogue: Studies in Computational Intelligence

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 341-346 6 p. (Studies in Computational Intelligence; vol. 800).

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

  66. 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/ISSNChapter (peer-reviewed)peer-review

  67. Published

    Transparent Deep Rule-Based Classifiers

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 223-245 23 p. (Studies in Computational Intelligence; vol. 800).

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

  68. 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/ISSNConference contribution/Paperpeer-review

  69. Published

    Challenges in deep learning

    Angelov, P. & Sperduti, A., 27/04/2016, ESANN 2016 - 24th European Symposium on Artificial Neural Networks. i6doc.com publication, p. 489-496 8 p. (ESANN 2016 - 24th European Symposium on Artificial Neural Networks).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  70. 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/ISSNOther chapter contribution

  71. 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/ISSNOther chapter contribution

  72. Published

    Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Soares, E., 5/12/2019, In: arXiv. p. 1-9 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  73. 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/ISSNChapter

  74. 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/ISSNForeword/postscript

  75. 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/ISSNChapter

  76. 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/ISSNChapter

  77. 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/ISSNChapter

  78. Published

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

    Angelov, P. P. & Wright, J. A., 1/01/2000, IECON Proceedings (Industrial Electronics Conference). IEEE Computer Society Press, p. 259-264 6 p. 973160. (IECON Proceedings (Industrial Electronics Conference); vol. 1).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  79. 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/MagazineJournal articlepeer-review

  80. Published

    2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems, ESDIS 2009 - Proceedings: Welcome Message

    Angelov, P., Filev, D. & Kasabov, N., 20/07/2009, 2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems. IEEE, p. v 1 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  81. 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/ISSNConference contribution/Paperpeer-review

  82. 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/ISSNForeword/postscript

  83. 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/ISSNForeword/postscript

  84. 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/ISSNForeword/postscript

  85. Published

    SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification

    Angelov, P. & Almeida Soares, E., 29/04/2020, In: medRxiv. 8 p.

    Research output: Contribution to Journal/MagazineJournal article

  86. Published

    Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 2/02/2020, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  87. Published

    Towards explainable deep neural networks (xDNN)

    Angelov, P. & Soares, E., 1/10/2020, In: Neural Networks. 130, p. 185-194 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  88. Published

    Towards Deep Machine Reasoning: A Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 11/10/2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., Vol. October. p. 2092-2099 8 p. 9282812

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  89. 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/ISSNConference contribution/Paperpeer-review

  90. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

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

  91. Published

    Detecting and Learning from Unknown by Extremely Weak Supervision: eXploratory Classifier (xClass)

    Angelov, P. & Almeida Soares, E., 30/11/2021, In: Neural Computing and Applications. 33, 22, p. 15145-15157 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  92. 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/MagazineJournal articlepeer-review

  93. 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/ISSNConference contribution/Paperpeer-review

  94. 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/ISSNChapter

  95. 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/ISSNConference contribution/Paperpeer-review

  96. 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/ISSNForeword/postscript

  97. 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/ISSNChapter

  98. Published

    Towards interpretable-by-design deep learning algorithms

    Angelov, P., Kangin, D. & Zhang, Z., 19/11/2023, Arxiv.

    Research output: Working paperPreprint

  99. Published

    IDEAL: Interpretable-by-Design ALgorithms for learning from foundation feature spaces

    Angelov, P., Kangin, D. & Zhang, Z., 14/04/2025, In: Neurocomputing. 626, 129464.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  100. Published

    Joint Target Tracking and Classification via Sequential Monte Carlo Filtering.

    Angelova, D. & Mihaylova, L., 2007, Advances and Challenges in Multisensor Data and Information Processing. Lefebvre, E. (ed.). the Netherlands: IOS Press, Vol. 8. p. 33-40 8 p. (NATO Security Through Science Series: Information and Security).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

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