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  1. Conference contribution/Paper
  2. Published

    Synthesizing Samples fro Zero-shot Learning

    Guo, Y., Ding, G., Han, J. & Gao, Y., 19/08/2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Melbourne: IJCAI, p. 1774-1780 7 p.

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

  3. Published

    Unsupervised Deep Video Hashing with Balanced Rotation

    Wu, G., Liu, L., Guo, Y., Ding, G., Han, J., Shen, J. & Shao, L., 19/08/2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Melbourne: IJCAI, p. 3076-3082 7 p.

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

  4. Published

    Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlines

    Moore, A. & Rayson, P. E., 4/08/2017, Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017). Stroudsburg, PA: Association for Computational Linguistics, p. 581-585 5 p.

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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. Published

    Reversing the polarity with emoticons

    Teh, P. L., Rayson, P. E., Pak, I., Piao, S. S. & Yeng, S. M., 17/06/2016, Natural Language Processing and Information Systems: 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, Salford, UK, June 22-24, 2016, Proceedings. Metais, E., Meziane, F., Saraee, M., Sugumaran, V. & Vadera, S. (eds.). Springer, p. 453-458 6 p. (Lecture Notes in Computer Science; vol. 9612).

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

  34. 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

  35. Published

    Lexical coverage evaluation of large-scale multilingual semantic lexicons for twelve languages

    Piao, S. S., Rayson, P. E., Archer, D., Bianchi, F., Dayrell, C., El-Haj, M., Jiménez, R-M., Knight, D., Křen, M., Lofberg, L., Nawab, R. M. A., Shafi, J., Teh, P. L. & Mudraya, O., 23/05/2016, LREC 2016, Tenth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 2614-2619 6 p.

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

  36. Published

    Learning tone and attribution for financial text mining

    El-Haj, M., Rayson, P. E., Young, S. E., Walker, M., Moore, A., Athanasakou, V. & Schleicher, T., 23/05/2016, Proceedings of LREC 2016, Tenth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 1820-1825 6 p.

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

  37. Published

    UPPC - Urdu Paraphrase Plagiarism Corpus

    Muhammad, S., Rayson, P. E. & Nawab, R. M. A., 23/05/2016, Proceedings of LREC 2016, Tenth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 1832-1836 5 p.

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

  38. Published

    Domain adaptation using stock market prices to refine sentiment dictionaries

    Moore, A., Rayson, P. E. & Young, S. E., 23/05/2016, Proceedings of the 10th edition of Language Resources and Evaluation Conference (LREC2016). European Language Resources Association (ELRA), 4 p.

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

  39. Published

    Combining data mining and text mining for detection of early stage dementia: the SAMS framework

    Bull, C. N., Asfiandy, D., Gledson, A., Mellor, J., Couth, S., Stringer, G., Rayson, P. E., Sutcliffe, A. G. S., Keane, J., Zeng, X-J., Burns, A., Leroi, I., Ballard, C. & Sawyer, P. H., 23/05/2016, Resources and ProcessIng of linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric impairments (RaPID '16) workshop: Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC '16). European Language Resources Association (ELRA), p. 35-40 6 p.

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

  40. Published

    OSMAN: a novel Arabic readability metric

    El-Haj, M. & Rayson, P. E., 23/05/2016, Proceedings of the Language Resources and Evaluation Conference 2016. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). 10 ed. Slovenia: European Language Resources Association (ELRA), p. 250-255 6 p. 77

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

  41. Published

    Simultaneous influencing and mapping social networks (Extended Abstract)

    Soriano Marcolino, L., Lakshminarayanan, A., Yadav, A. & Tambe, M., 9/05/2016, AAMAS '16 Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1439-1440 2 p.

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

  42. Published

    Jikan to Kukan: a hands-on musical experience in AI, games and art

    Rossmann Martins, G., Escarce Junior, M. & Soriano Marcolino, L., 5/03/2016, Proceedings of the 30th Conference on Artificial Intelligence (AAAI 2016). AAAI, p. 4377-4388 2 p.

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

  43. Published

    Simultaneous influencing and mapping for health interventions

    Soriano Marcolino, L., Lakshminarayanan, A., Yadav, A. & Tambe, M., 12/02/2016, 3rd Workshop on Expanding the Boundaries of Health Informatics Using AI (HIAI'16). AAAI, 13 p.

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

  44. Published

    Multi-agent team formation for design problems

    Soriano Marcolino, L., Xu, H., Gerber, D. J., Kolev, B., Price, S., Pantazis, E. & Tambe, M., 2016, Coordination, Organizations, Institutions, and Normes in Agent Systems XI: COIN 2015 International Workshops, COIN@AAMAS, Istanbul, Turkey, May 4, 2015, COIN@IJCAI, Buenos Aires, Argentina, July 26, 2015, Revised Selected Papers. Dignum, V., Noriega, P., Sensoy, M. & Sichman, J. S. (eds.). Springer, p. 354-375 22 p. (Lecture Notes in Computer Science; vol. 9628).

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

  45. Published

    Sentiment analysis tools should take account of the number of exclamation marks!!!

    Teh, P. L., Rayson, P. E., Pak, I. & Piao, S. S., 11/12/2015, iiWAS '15 Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services. New York: ACM, 6 p. 35

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

  46. 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

  47. Published

    Automated identification of chicken eimeria species from microscopic images

    Abdalla, M. E., Seker, H. & Jiang, R., 12/2015, 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE), 1/12/15. IEEE, p. 1-6 6 p.

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

  48. 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

  49. 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

  50. 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

  51. Published

    A Wavelet Neural Network Model for Spatio-Temporal Image Processing and Modeling

    Wei, H-L., Zhao, Y. & Jiang, R., 22/07/2015, 2015 10th International Conference on Computer Science & Education (ICCSE). IEEE, p. 119-124 6 p.

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

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