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  1. 2016
  2. 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

  3. Published

    Identification of Rabbit Coccidia by Using Microscopic Images

    Abdalla, M. A. E., Seker, H. & Jiang, R., 22/09/2016, 2016 International Conference on Engineering & MIS (ICEMIS). IEEE, 4 p.

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

  4. Published

    Combining mouse and keyboard events with higher level desktop actions to detect mild cognitive impairment

    Gledson, A., Asfiandy, D., Mellor, J., Omer Faraj Ba-Dhfari, T., Stringer, G., Couth, S., Burns, A., Leroi, I., Zeng, X-J., Keane, J., Bull, C. N., Rayson, P. E., Sutcliffe, A. G. S. & Sawyer, P. H., 4/10/2016, Healthcare Informatics (ICHI), 2016 IEEE International Conference on. IEEE, 7 p.

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

  5. 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

  6. 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

  7. Published

    A recipe for multilingual semantic analysis

    Rayson, P. E., 19/10/2016.

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

  8. 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

  9. 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

  10. 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

  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

    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

  13. Published

    Digital literary geography and the difficulties of locating 'Redgauntlet Country'

    Donaldson, C. E., Bushell, S. C., Gregory, I. N., Rayson, P. E. & Taylor, J. E., 30/11/2016, In: Studies in Scottish Literature. 42, 2, p. 174-183 10 p.

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

  14. Published

    Toward understanding short-term personal information preservation: a study of backup strategies of end users

    Kljun, M., Mariani, J. A. & Dix, A., 12/2016, In: Journal of the Association for Information Science and Technology. 67, 12, p. 2947-2963 17 p.

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

  15. Published

    lexiDB: a scalable corpus database management system

    Coole, M., Rayson, P. E. & Mariani, J. A., 5/12/2016, 2016 IEEE International Conference on Big Data (Big Data). IEEE, p. 3880-3884 5 p.

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

  16. Published

    Sampling labelled profile data for identity resolution

    Edwards, M., Wattam, S. M., Rayson, P. E. & Rashid, A., 5/12/2016, Proceedings of IEEE International Conference on Big Data (IEEE BigData 2016). IEEE, p. 540-547 8 p.

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

  17. 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

  18. 2017
  19. Published

    Towards Interactive Multidimensional Visualisations for Corpus Linguistics

    Rayson, P. E., Mariani, J. A., Anderson-Cooper, B., Baron, A., Gullick, D. S., Moore, A. & Wattam, S., 2017, In: Journal for Language Technology and Computational Linguistics. 31, 1, p. 27-49 23 p.

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

  20. 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

  21. 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

  22. Published

    Sequential Discrete Hashing for Scalable Cross-modality Similarity Retrieval

    Liu, L., Lin, Z., Shao, L., Shen, F., Ding, G. & Han, J., 01/2017, In: IEEE Transactions on Image Processing. 26, 1, p. 107-118 12 p.

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

  23. Published

    Biometric Security and Privacy: Opportunities & Challenges in The Big Data Era

    Jiang, R. (ed.), Al-Maadeed, S. (ed.), Bouridane, A. (ed.), Crookes, D. (ed.) & Beghdadi, A. (ed.), 1/01/2017, Chamn: Springer. (Biometric Security and Privacy)

    Research output: Book/Report/Proceedings › Book

  24. Published

    Ten years on, the iPhone has taken us back as many steps as it has taken us forward

    Soriano Marcolino, L. & Sahb, R., 9/01/2017, The Conversation

    Research output: Other contribution

  25. 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

  26. Published

    Zero-shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels

    Guo, Y., Ding, G., Han, J. & Gao, Y., 13/02/2017, PROCEEDINGS OF THE THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-NINTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE. AAAI, 182

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

  27. 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

  28. Published

    Learning to Hash with Optimized Anchor Embedding for Scalable Retrieval

    Guo, Y., Ding, G., Liu, L., Han, J. & Shao, L., 03/2017, In: IEEE Transactions on Image Processing. 26, 3, p. 1344-1354 11 p.

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

  29. Published

    The online use of Violence and Journey metaphors by patients with cancer, as compared with health professionals: a mixed methods study

    Semino, E., Demjen, Z., Demmen, J., Koller, V., Payne, S., Hardie, A. & Rayson, P., 1/03/2017, In: BMJ Supportive and Palliative Care. 7, 1, p. 60-66 7 p.

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

  30. 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

  31. Published

    Scan-less line field optical coherence tomography, with automatic image segmentation, as a measurement tool for automotive coatings

    Lawman, S., Williams, B. M., Zhang, J., Shen, Y. C. & Zheng, Y., 1/04/2017, In: Applied Sciences. 7, 4, 13 p., 351.

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

  32. Published

    Creating and validating multilingual semantic representations for six languages: expert versus non-expert crowds

    El-Haj, M., Rayson, P., Piao, S. & Wattam, S., 3/04/2017, Proceedings of the 1st Workshop on Sense, Concept and Entity Representations and their Applications: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, p. 61-71 11 p.

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

  33. Published

    Ethical and Social Challenges with developing Automated Methods to Detect and Warn potential victims of Mass-marketing Fraud (MMF)

    Whitty, M., Edwards, M. J., Levi, M., Peersman, C., Rashid, A., Sasse, A., Sorell, T. & Stringhini, G., 3/04/2017, Second International Workshop on Computational Methods for CyberSafety (CyberSafety 2017), co-located with the International Conference on World Wide Web (WWW). New York: ACM, p. 1311-1314 4 p.

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

  34. Published

    Scamming the scammers: towards automatic detection of persuasion in advance fee frauds

    Edwards, M. J., Peersman, C. & Rashid, A., 3/04/2017, Second International Workshop on Computational Methods for CyberSafety (CyberSafety 2017) co-located with International Conference on World Wide Web (WWW). New York: ACM, p. 1291-1299 9 p.

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

  35. Published

    Random sampling for patch-based face recognition

    Cheheb, I., Al-Maadeed, N., Al-Madeed, S., Bouridane, A. & Jiang, R., 5/04/2017, 2017 5th International Workshop on Biometrics and Forensics (IWBF). IEEE, 5 p.

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

  36. Published

    Glyph-based video visualization on Google Map for surveillance in smart cities

    Mehboob, F., Abbas, M., Rehman, S., Khan, S. A., Jiang, R. & Bouridane, A., 12/04/2017, In: EURASIP Journal on Image and Video Processing. 2017, 16 p., 28.

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

  37. 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

  38. Published

    Blind Creation: Emerging Music Through Implicit Collaboration

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & dos Passos, Y. T., 05/2017. 14 p.

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

  39. Published

    Building a Spanish lexicon for corpus analysis

    Jiménez, R-M., Sanjurjo-González, H., Rayson, P. E. & Piao, S. S., 4/05/2017, Languages at the Crossroads: Training, Accreditation and Context of Use : 35th Edition of the International Conference of the Spanish Association of Applied Linguistics. Jaén: Universidad de Jaén, p. 227-236 10 p.

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

  40. Published

    Bang: a system for training and visualization in multi-agent team formation

    Antunes Silva, S., Renato Dias, S. & Soriano Marcolino, L., 8/05/2017, AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems São Paulo, Brazil — May 08 - 12, 2017 . Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1781-1783 3 p.

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

  41. 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

  42. 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

  43. 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

  44. 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

  45. Published

    Automatic detection and identification of retinal vessel junctions in colour fundus photography

    Pratt, H., Williams, B. M., Ku, J., Coenen, F. & Zheng, Y., 22/06/2017, Medical Image Understanding and Analysis - 21st Annual Conference, MIUA 2017, Proceedings. Gonzalez-Castro, V. & Valdes Hernandez, M. (eds.). Springer-Verlag, p. 27-37 11 p. (Communications in Computer and Information Science; vol. 723).

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

  46. 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

  47. Published

    Applications of optical coherence tomography in the non-contact assessment of automotive paints

    Lawman, S., Zhang, J., Williams, B. M., Zheng, Y. & Shen, Y. C., 25/06/2017, Optical Measurement Systems for Industrial Inspection X. Lehmann, P., Goncalves, A. A. & Osten, W. (eds.). SPIE, 9 p. 103290J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10329).

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

  48. Published

    Zero-shot Learning with Transferred Samples

    Guo, Y., Ding, G., Han, J. & Gao, Y., 07/2017, In: IEEE Transactions on Image Processing. 26, 7, p. 3277-3290 14 p.

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

  49. Published

    Emotion recognition from scrambled facial images via many graph embedding

    Jiang, R., Ho, A. T. S., Cheheb, I., Al-Maadeed, N., Al-Maadeed, S. & Bouridane, A., 1/07/2017, In: Pattern Recognition. 67, p. 245-251 7 p.

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

  50. 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

  51. Published

    Cloud-based evolving intelligent method for weather time series prediction

    Almeida Soares, E., Mota, V., Poucas, R. & Leite, D., 9/07/2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 6 p. 8015532

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

  52. Published

    From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis

    Long, Y., Liu, L., Shao, L., Shen, F., Ding, G. & Han, J., 22/07/2017, CVPR 2017. Computer Vision Foundation, p. 1627-1636 10 p.

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

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