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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. 2019
  2. 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/ISSN › Chapter (peer-reviewed) › peer-review

  3. 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/ISSN › Chapter (peer-reviewed) › peer-review

  4. 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/ISSN › Chapter (peer-reviewed) › peer-review

  5. 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/Proceedings › Book

  6. 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/ISSN › Chapter (peer-reviewed) › peer-review

  7. 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/ISSN › Chapter (peer-reviewed) › peer-review

  8. Published

    Fair-by-design explainable models for prediction of recidivism

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

    Research output: Other contribution

  9. 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

  10. 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/ISSN › Chapter (peer-reviewed) › peer-review

  11. 2018
  12. 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

  13. 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

  14. Published

    Automatic detection of computer network traffic anomalies based on eccentricity analysis

    Martins, R. S., Angelov, P. & Costa, B. S. J., 15/10/2018, 2018 IEEE International Conference on Fuzzy Systems, FUZZ 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p. 8491507

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

  15. Published

    A Deep Rule-based Approach for Satellite Scene Image Analysis

    Gu, X. & Angelov, P. P., 7/10/2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 2778-2783 6 p. (2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)).

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

  16. 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/Magazine › Journal article › peer-review

  17. 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/Magazine › Journal article › peer-review

  18. Published

    Stability of Evolving Fuzzy Systems based on Data Clouds

    Rong, H., Angelov, P. P., Gu, X. & Bai, J., 10/2018, In: IEEE Transactions on Fuzzy Systems. 26, 5, p. 2774-2784 11 p.

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

  19. Published

    Towards Large Scale Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Pinder, T., Dhawan, G., Soriano Marcolino, L. & Angelov, P. P., 13/09/2018, 2018 IEEE International Conference on Agents (ICA). IEEE, 6 p.

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

  20. Published

    A Method for Autonomous Data Partitioning

    Gu, X., Angelov, P. P. & Principe, J., 09/2018, In: Information Sciences. 460-461, p. 65-82 18 p.

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

  21. 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/Magazine › Journal article › peer-review

  22. 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/Magazine › Journal article › peer-review

  23. Published

    Semi-supervised deep rule-based approach for image classification

    Gu, X. & Angelov, P. P., 07/2018, In: Applied Soft Computing. 68, p. 53-68 16 p.

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

  24. Published

    Correntropy-Based Evolving Fuzzy Neural System

    Bao, R., Rong, H., Angelov, P. P., Chen, B. & Wong, P. K., 06/2018, In: IEEE Transactions on Fuzzy Systems. 26, 3, p. 1324-1338 14 p.

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

  25. Published

    Self-Organising Fuzzy Logic Classifier

    Gu, X. & Angelov, P. P., 06/2018, In: Information Sciences. 447, p. 36-51 16 p.

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

  26. Published

    Anomalous behaviour detection based on heterogeneous data and data fusion

    Mohd Ali, A. & Angelov, P., 05/2018, In: Soft Computing. 22, 10, p. 3187-3201 15 p.

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

  27. 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/Magazine › Editorial › peer-review

  28. Published

    A novel algorithm for the modelling of complex processes

    Rubio, J. D. J., Lughofer, E., Angelov, P. P., Novoa, J. F. & Meda-Campana, J. A., 1/04/2018, In: Kybernetika. 54, 1, p. 79-95 17 p.

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

  29. 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

  30. Published

    A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

    Gu, X., Angelov, P. P., Zhang, C. & Atkinson, P. M., 03/2018, In: IEEE Geoscience and Remote Sensing Letters. 15, 3, p. 345-349 5 p.

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

  31. 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

  32. 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/Magazine › Editorial › peer-review

  33. 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/Magazine › Journal article › peer-review

  34. 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

  35. Published

    Self-organised direction aware data partitioning algorithm

    Gu, X., Angelov, P. P., Kangin, D. & Principe, J., 01/2018, In: Information Sciences. 423, p. 80-95 16 p.

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

  36. 2017
  37. 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. (ed.), Iglesias, J. A. (ed.) & Carlos Corrales, J. (ed.), 17/12/2017, 1st ed. Cham: Springer. 265 p. (Advances in Intelligent Systems and Computing; vol. 687)

    Research output: Book/Report/Proceedings › Book

  38. 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/Magazine › Journal article › peer-review

  39. 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/ISSN › Conference contribution/Paper › peer-review

  40. Published

    A new type of distance metric and its use for clustering

    Gu, X., Angelov, P. P., Kangin, D. & Principe, J., 09/2017, In: Evolving Systems. 8, 3, p. 167-177 11 p.

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

  41. Published

    Real-time Recognition of Calling Pattern and Behaviour of Mobile Phone users through Anomaly Detection and Dynamically Evolving Clustering

    Iglesias, J., Ledezma, A., Sanchis, A. & Angelov, P. P., 5/08/2017, In: Applied Sciences. 7, 8, p. 1-14 14 p., 798.

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

  42. Published

    Soft Computing Applied to Swarm Robotics

    Nedjah, N., Angelov, P., Castillo, O., de Macedo Mourelle, L. & Wang, C., 08/2017, In: Applied Soft Computing. 57, p. 696-697 2 p.

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

  43. 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

  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/ISSN › Conference contribution/Paper › peer-review

  45. 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

  46. Published

    Robust Evolving Cloud-based Controller (ReCCo)

    Andonovski, G., Angelov, P. P., Blazic, S. & Skrjanc, I., 2/06/2017, 2017 Evolving and Adaptive Intelligent Systems (EAIS). IEEE, p. 1-6 6 p.

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

  47. Published

    Autonomous anomaly detection

    Gu, X. & Angelov, P. P., 31/05/2017, IEEE Conference on Evolving and Adaptive Intelligent Systems. p. 1-8 8 p.

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

  48. 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/ISSN › Conference contribution/Paper › peer-review

  49. Published

    A randomized neural network for data streams

    Pratama, M., Angelov, P. P., Lu, J., Lughofer, E., Seera, M. & Lim, C. P., 19/05/2017, Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN). USA: IEEE, p. 3423-3430 8 p.

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

  50. 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

  51. 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/Magazine › Journal article › peer-review

  52. 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/Magazine › Journal article › peer-review

  53. 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

  54. Published

    A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition

    Bux, A., Angelov, P. P. & Habib, Z., 23/01/2017, In: Applied Sciences. 7, 1, 37 p., 110.

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

  55. Published

    Applying computational intelligence to community policing and forensic investigations

    Ali, A. M. & Angelov, P., 1/01/2017, Advanced Sciences and Technologies for Security Applications. Springer, p. 231-246 16 p. (Advanced Sciences and Technologies for Security Applications).

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

  56. 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

  57. Published

    Co-ordinated Airborne Studies in the Tropics (CAST)

    Harris, N. R. P., Carpenter, L. J., Lee, J. D., Vaughan, G., Filus, M. T., Jones, R. L., OuYang, B., Pyle, J. A., Robinson, A. D., Andrews, S. J., Lewis, A. C., Minaeian, J., Vaughan, A., Dorsey, J. R., Gallagher, M. W., Le Breton, M., Newton, R., Percival, C. J., Ricketts, H. M. A., Baugitte, S. J-B., & 17 othersNott, G. J., Wellpott, A., Ashfold, M. J., Flemming, J., Butler, R., Palmer, P. I., Kaye, P. H., Stopford, C., Chemel, C., Boesch, H., Humpage, N., Vick, A., MacKenzie, A. R., Hyde, R., Angelov, P., Meneguz, E. & Manning, A. J., 01/2017, In: Bulletin of the American Meteorological Society. 98, 1, p. 145-162 18 p.

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

  58. 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

  59. 2016
  60. 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

  61. Published

    An evolving approach to unsupervised and Real-Time fault detection in industrial processes

    Gomes Bezerra, C., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 30/11/2016, In: Expert Systems with Applications. 63, p. 134-144 11 p.

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

  62. Published

    A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant

    Andonovski, G., Angelov, P. P., Blazic, S. & Skrjanc, I., 11/2016, In: Applied Soft Computing. 48, p. 29-38 10 p.

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

  63. 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

  64. 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

  65. Published

    Autonomously evolving classifier TEDAClass

    Kangin, D., Angelov, P. & Iglesias, J. A., 20/10/2016, In: Information Sciences. 366, p. 1-11 11 p.

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

  66. Published

    Autonomous data-driven clustering for live data stream

    Gu, X. & Angelov, P. P., 9/10/2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016). IEEE, p. 1128-1135 8 p. 1303

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

  67. 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/ISSN › Conference contribution/Paper › peer-review

  68. 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/Proceedings › Book

  69. Published

    Detecting anomalous behaviour using heterogeneous data

    Mohd Ali, A., Angelov, P. P. & Gu, X., 7/09/2016, 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. 253-276 24 p. (Advances in Intelligent Systems and Computing; vol. 513).

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

  70. Published

    Vision based human activity recognition: a review

    Bux, A., Angelov, P. P. & Habib, Z., 7/09/2016, 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. 341-371 30 p. (Advances in Intelligent Systems and Computing; vol. 513).

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

  71. Published

    A general purpose intelligent surveillance system for mobile devices using deep learning

    Antoniou, A. & Angelov, P. P., 24/07/2016, 2016 International Joint Conference on Neural Networks (IJCNN). Vancouver Canada: IEEE, p. 2879-2886 8 p. (Neural Networks (IJCNN), 2016 International Joint Conference on).

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

  72. 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

  73. Published

    Unsupervised classification of data streams based on typicality and eccentricity data analytics

    Costa, B. S. J., Bezerra, C. G., Guedes, L. A. & Angelov, P. P., 24/07/2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ). Vancouver Canada: IEEE, p. 58-63 6 p.

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

  74. 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

  75. 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

  76. 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

  77. Published

    A new evolving clustering algorithm for online data streams

    Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 23/05/2016, 2016 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS2016. IEEE, p. 162-168 7 p.

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

  78. 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/ISSN › Conference contribution/Paper › peer-review

  79. Published

    Handbook in computational intelligence

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

    Research output: Book/Report/Proceedings › Book

  80. 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

  81. Published

    ARTOD: Autonomous Real Time Objects Detection by a moving camera using recursive density estimation

    Sadeghi Tehran, P. & Angelov, P., 28/01/2016, Novel applications of intelligent systems. Hadjiski, M., Kasabov, N., Filev, D. & Jotsov, V. (eds.). Cham: Springer Verlag, p. 123-138 16 p. (Studies in Computational Intelligence; vol. 586).

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

  82. 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

  83. 2015
  84. 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

  85. Published

    Analysis of adaptation law of the robust evolving cloud-based controller

    Andonovski, G., Blazic, S., Angelov, P. P. & Skrjanc, I., 3/12/2015, Proceedings 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, p. 1-7 7 p.

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

  86. 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

  87. Published

    An overview on fault diagnosis and nature-inspired optimal control of industrial process applications

    Precup, R-E., Angelov, P., Jales Costa, B. S. & Sayed-Mouchaweh, M., 12/2015, In: Computers in Industry. 74, p. 75-94 20 p.

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

  88. Published

    Synergy of computers, cognition, communication and control with industrial applications

    Precup, R-E. (ed.), Hellendoorn, H. (ed.) & Angelov, P. (ed.), 12/2015, In: Computers in Industry. 74, p. 71-74 4 p.

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

  89. Published

    Edge flow

    Morris, G. & Angelov, P. P., 9/10/2015, Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 1942-1948 7 p.

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

  90. 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

  91. Published

    Robust evolving cloud-based controller in normalized data space for heat-exchanger plant

    Andonovski, G., Blazic, S., Angelov, P. & Skrjanc, I., 09/2015, Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on. IEEE, p. 1-7 7 p.

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

  92. 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/Magazine › Journal article › peer-review

  93. Published

    A comparative study of autonomous learning outlier detection methods applied to fault detection

    Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 08/2015, Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) . IEEE, p. 1-7 7 p.

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

  94. Published

    Evolving classifier TEDAClass for big data

    Kangin, D., Angelov, P. P., Iglesias, J. A. & Sanchis, A., 08/2015, In: Procedia Computer Science. 53, p. 9-18 10 p.

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

  95. Published

    Evolving clustering, classification and regression with TEDA

    Kangin, D. & Angelov, P. P., 12/07/2015, Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p.

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

  96. 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

  97. 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/ISSN › Conference contribution/Paper › peer-review

  98. Published

    Comparison of approaches for identification of all-data cloud-based evolving systems

    Blažič, S., Angelov, P. & Škrjanc, I., 1/07/2015, In: IFAC-PapersOnLine. 28, 10, p. 129-134 6 p.

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

  99. Published

    A new online clustering approach for data in arbitrary shaped clusters

    Hyde, R. & Angelov, P., 24/06/2015, Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on . IEEE, p. 228-233 6 p. 78

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

  100. Published

    Comparison approaches for identification of all-data cloud-based evolving systems

    Blazic, S., Angelov, P. & Skrjanc, I., 22/06/2015, IFAC ESCIT. IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control ESCIT, 5 p.

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

  101. 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

  102. 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/ISSN › Chapter (peer-reviewed) › peer-review

  103. Published

    ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera

    Sadeghi Tehran, P. & Angelov, P., 2015, Intelligent Systems 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications. Filev, D., Jabłkowski, J., Kacprzyk, J., Krawczak, M., Popchev, I., Rutkowski, L., Sgurev, V., Sotirova, E., Szynkarczyk, P. & Zadrozny, S. (eds.). Springer, p. 555-565 11 p. (Advances in Intelligent Systems and Computing; vol. 323).

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

  104. 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

  105. 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

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