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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. 2012
  2. Published

    A new type of simplified fuzzy rule-based systems

    Angelov, P. & Yager, R., 01/2012, In: International Journal of General Systems. 41, 2, p. 163-185 23 p.

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

  3. Published

    Designing open, multi-class computational strategies to classify infrared spectroscopy data derived from the Syrian hamster embryo (SHE) assay

    Trevisan, J., Angelov, P. P., Carmichael, P. L., Scott, A. D. & Martin, F. L., 01/2012, In: Mutagenesis. 27, 1, p. 111-111 1 p.

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

  4. Published

    2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS-2012

    Angelov, P. (ed.), Filev, D. (ed.), Kasabov, N. (ed.) & Iglesias, J. A. (ed.), 2012, IEEE. 107 p.

    Research output: Book/Report/Proceedings › Proceedings

  5. Published

    A Real-time Approach for Novelty Detection and Trajectories Analysis for Anomaly Recognition in Video Surveillance Systems

    Sadeghi-Tehran, P. & Angelov, P., 2012, Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on . IEEE, p. 108-113 6 p.

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

  6. Published

    Design and tuning of fuzzy systems

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

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

  7. 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

  8. 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

  9. Published

    Self-evolving parameter-free Rule-based Controller: SPARC

    Sadeghi-Tehran, P., Cara, A., Angelov, P., Pomares, H., Rojas, I. & Prieto, A., 2012, Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on. IEEE, p. 754-761 8 p.

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

  10. 2011
  11. 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

  12. Published

    Simpl_eClass: simple potential-free evolving fuzzy rule-based on-line classifiers

    Angelov, P., Dutta Baruah, R. & Andreu, J., 9/10/2011, Proceedings of 2011 IEEE International Conference on Systems, Man and Cybernetics, SMC 2011, Anchorage, Alaska, USA, 7-9 Oct, 2011. IEEE, p. 2249-2254 6 p.

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

  13. Published

    Autonomous Machine Learning (ALMA): generating rules from data streams

    Angelov, P., 19/09/2011, Proceedings of the Special International Conference on Complex Systems, COSY-2011: 16-19 September 2011. Ohrid, FYR of Macedonia, p. 249-256 8 p.

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

  14. Published

    Towards an adaptive resilience strategy for future computer networks

    Ali, A., Angelov, P. & Hutchison, D., 9/09/2011, Proceedings of the UKCI 2011, 7-9 Spetember, 2011, Manchester, UK. Manchester: University of Manchester, p. 201-206 6 p.

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

  15. Published

    Real-time recognition of human activities from wearable sensors by evolving classifiers

    Andreu, J., Dutta Baruah, R. & Angelov, P., 1/09/2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ). IEEE, p. 2786-2793 8 p.

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

  16. Published

    Automatic scene recognition for low-resource devices using evolving classifiers

    Andreu, J., Dutta Baruah, R. & Angelov, P., 09/2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ). IEEE, p. 2779-2785 7 p.

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

  17. 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

  18. 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

  19. 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

  20. Published

    Simplified Fuzzy Rule-based Systems using Non-parametric Antecedents and relative Data Density

    Angelov, P. & Yager, R., 04/2011, Proceedings IEEE Symposium Series on Computational Intelligence, SSCI-2011, Paris. IEEE, p. 62-69 8 p.

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

  21. 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/Magazine › Journal article › peer-review

  22. Published

    An uniformly stable backpropagation algorithm to train a feedforward neural network

    Rubio, J. D. J., Angelov, P. & García, E., 03/2011, In: IEEE Transactions on Neural Networks. 22, 3, p. 356-366 11 p.

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

  23. 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

  24. 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

  25. Published

    Using Evolving Fuzzy Models to predict Crude Oil Distillation Side Streams

    Macias-Hernandez, J. J., Angelov, P. & Zhou, X., 2011, Computer-Aided Design, Manufacturing, Modeling and Simulation . He, X., Hua, E., Lin, Y. & Liu, X. (eds.). Zurich: Trans-Tech Publications, p. 432-437 6 p.

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

  26. 2010
  27. 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

  28. 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

  29. Published

    A mathematical framework for spectroscopy data analysis to characterize chemical-induced alterations in the SHE assay

    Trevisan, J., Angelov, P. P., Carmichael, P. L., Scott, A. D. & Martin, F. L., 11/2010, In: Mutagenesis. 25, 6, p. 658-658 1 p.

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

  30. Published

    Robust classification of low-grade cervical cytology following analysis with ATR-FTIR spectroscopy and subsequent application of self-learning classifier eClass

    Kerns, J., Angelov, P. P., Trevisan, J., Vlachopoulou, A., Paraskevaidis, E., Martin-Hirsch, P. L. & Martin, F. L., 11/2010, In: Analytical and Bioanalytical Chemistry. 398, 5, p. 2191-2201 11 p.

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

  31. Published

    Syrian hamster embryo (SHE) assay (pH 6.7) coupled with infrared spectroscopy and chemometrics towards toxicological assessment

    Trevisan, J., Angelov, P. P., Patel, I. I., Najand, G. M., Cheung, K. T., Llabjani, V., Pollock, H. M., Bruce, S. W., Pant, K., Carmichael, P. M., Scott, A. D. & Martin, F. L., 11/2010, In: Analyst. 135, 12, p. 3266-3272 7 p.

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

  32. Published

    Evolving classification of agents' behaviours : a general approach.

    Iglesias, J. A., Angelov, P., Ledezma, A. & Sanchis, A., 10/2010, In: Evolving Systems. 1, 3, p. 161-171 11 p.

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

  33. 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

  34. Published

    A simple fuzzy rule-based system through vector membership and kernel-based granulation.

    Angelov, P. & Yager, R., 9/07/2010, 5th IEEE International Conference Intelligent Systems (IS), 2010 . IEEE, p. 349-354 6 p.

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

  35. Published

    A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties

    Sadeghi-Tehran, P., Angelov, P. & Ramezani, R., 07/2010, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications : 13th International Conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings, Part II. Hüllermeier, E., Kruse, R. & Hoffmann, F. (eds.). Berlin: Springer, p. 30-43 14 p. (Communications in Computer and Information Science; vol. 81).

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

  36. Published

    Real-time human activity recognition from wireless sensors using evolving fuzzy systems.

    Andreu, J. & Angelov, P., 07/2010, IEEE International Conference on Fuzzy Systems (FUZZ), 2010 . IEEE, p. 2652-2659 8 p.

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

  37. Published

    User modeling : through statistical analysis and an evolving classifier

    Iglesias, J., Angelov, P., Ledezma, A. & Sanchis, A., 07/2010, IEEE International Conference on Fuzzy Systems (FUZZ), 2010 . IEEE, p. 3226-3233 8 p.

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

  38. 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

  39. 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

  40. 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

  41. Published

    Clustering as a tool for self-generation of intelligent systems : a survey.

    Dutta Baruah, R. & Angelov, P., 1/04/2010, p. 34-41. 9 p.

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

  42. Published

    Adaptive inferential sensors based on evolving fuzzy models

    Angelov, P. & Kordon, A., 04/2010, In: IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 40, 2, p. 529-539 11 p.

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

  43. Published

    Applications of evolving intelligent systems to oil and gas industry.

    Macias Hernandez, J. & 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. 401-422 22 p. (IEEE Press series in Computational Intelligence).

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

  44. 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

  45. 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

  46. 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

  47. 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

  48. Published

    A computational protocol and software implementation (as a MATLAB application) for biomaker identification in infrared spectroscopy datasets

    Trevisan, J., Angelov, P. & Martin, F., 2010, In: Nature Protocols.

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

  49. 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

  50. 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

  51. 2009
  52. Published

    Derivation of a computational approach to iteratively discriminate a transformation phenotype in Syrian hamster embryo (SHE) cells

    Trevisan, J., Angelov, P. & Martin, F., 11/2009, In: Mutagenesis. 24, 6, p. 543-543 1 p.

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

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

  54. Published

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

    Lughofer, E. & Angelov, P., 06/2009, Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009.. Carvalho, J. P., Dubois, D., Kaymak, U. & da Costa Sousa, J. M. (eds.). Lisbon: IFSA, p. 931-937 7 p.

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

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