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Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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  1. Journal article
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. Published

    DEC: dynamically evolving clustering autonomous and its application to structure

    Dutta Baruah, R. & Angelov, P., 14/08/2014, In: IEEE Transactions on Cybernetics. 44, 9, p. 1619-1631 13 p.

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

  19. Published

    Real-time fault detection using recursive density estimation

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

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

  20. Published

    Outside the box: an alternative data analytics frame-work

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

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

  21. Published

    Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared (FTIR) spectroscopy

    Trevisan, J., Park, J., Angelov, P., Ahmadzai, A., Gajjar, K., Scott, A. D., Carmichael, P. L. & Martin, F., 04/2014, In: Journal of Biophotonics. 7, 3-4, p. 254-265 12 p.

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

  22. Published

    PANFIS: a novel incremental learning machine

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

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

  23. Published

    SARIVA: Smartphone App for Real-time Intelligent Video Analytics

    Clarke, C., Angelov, P., Sadeghi Tehran, P. & Yusuf, M., 2014, In: Journal of Automation, Mobile Robotics and Intelligent Systems. 8, 4, p. 15-19 5 p.

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

  24. Published

    IRootLab: A free and open-source MATLAB toolbox for vibrational biospectroscopy data analysis

    Trevisan, J., Angelov, P. P., Scott, A. D., Carmichael, P. L. & Martin, F. L., 15/04/2013, In: Bioinformatics. 29, 8, p. 1095-1097 3 p.

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

  25. Published

    Density-based averaging - a new operator for data fusion

    Angelov, P. & Yager, R., 10/02/2013, In: Information Sciences. 222, p. 163-174 12 p.

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

  26. Published

    An evolving machine learning method for human activity recognition systems

    Andreu, J. & Angelov, P., 2013, In: Journal of Ambient Intelligence and Humanized Computing. 4, 2, p. 195-206 12 p.

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

  27. Published

    Analysis of evolving social network: methods and results from cell phone data set case study

    Dutta Baruah, R. & Angelov, P., 2013, In: International Journal of Social Network Mining. 1, 3-4, p. 254-279 26 p.

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

  28. Published

    Creating evolving user behavior profiles automatically

    Iglesias, J., Angelov, P., Ledezma, A. & Sanchis, A., 1/05/2012, In: IEEE Transactions on Knowledge and Data Engineering. 24, 5, p. 854-867 14 p.

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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. Published

    Evolving Fuzzy Rule-based Classifiers from Data Streams

    Angelov, P. & Zhou, X., 22/12/2008, In: IEEE Transactions on Fuzzy Systems. 16, 6, p. 1462-1475 14 p.

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

  46. Published

    Evolving fuzzy classifiers using different model architectures.

    Angelov, P., Lughofer, E. & Zhou, X., 1/12/2008, In: Fuzzy Sets and Systems. 159, 23, p. 3160-3182 23 p.

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

  47. Published

    Guest Editorial : Evolving Fuzzy Systems : preface to the special section.

    Angelov, P., Filev, D. & Kasabov, N., 12/2008, In: IEEE Transactions on Fuzzy Systems. 16, 6, p. 1390-1392 3 p.

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

  48. Published

    A Comparative Study of two Approaches for Data-Driven Design of Evolving Fuzzy Systems: eTS and FLEXFIS

    Angelov, P. & Lughofer, E., 02/2008, In: International Journal of General Systems. 37, 1, p. 45-67 23 p.

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

  49. Published

    Evolutionary Synthesis of HVAC System Configurations: Algorithm Development.

    Wright, J. A., Zhang, Y., Angelov, P., Hanby, V. I. & Buswell, R. A., 01/2008, In: HVAC and R Research. 14, 1, p. 33-55 23 p.

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

  50. Published

    A Self-Learning Fuzzy Classifier with Feature Selection for Intelligent interrogation of mid-IR spectroscopy data from exfoliative cervical cytology using selflearning classifier eClass.

    Kelly, J. G., Angelov, P. P., Walsh, M. J., Pollock, H. M., Pitt, M. A., Martin-Hirsch, P. L. & Martin, F. L., 2008, In: International Journal of Computational Intelligence Research. 4, 4, p. 392-401 10 p.

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

  51. Published

    Evolving fuzzy systems.

    Angelov, P., 2008, In: Scholarpedia. 3, 2, p. 6274

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

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