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Research

Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. 2012
  2. Published

    Design and tuning of fuzzy systems

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

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

  3. 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

  4. 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

  5. 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

  6. 2011
  7. 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

  8. 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

  9. 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)

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 2010
  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

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