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  1. 2019
  2. Published

    Leveraging Pre-Trained Embeddings for Welsh Taggers

    Ezeani, I., Piao, S., Neale, S., Rayson, P. & Knight, D., 2/08/2019, Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019): Held at the 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy: Association for Computational Linguistics, p. 270-280 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  3. Published

    FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms

    Moss, H. B., Moore, A., Leslie, D. S. & Rayson, P., 30/07/2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Stroudsburg PA: Association for Computational Linguistics, p. 2920-2930 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  4. Published

    Open Welsh Language Resources for a Corpus Annotation Framework

    Piao, S. S., Neale, S., Ezeani, I., Rayson, P. E., Knight, D. & Donnelly, K., 26/07/2019.

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

  5. Published

    Enhancing the linguistic discovery potential of historical corpora: A twin-track approach using ARCHER

    Smith, N., Schneider, G., Hoffmann, S., Rayson, P. & Lehmann, H. M., 23/07/2019, Proceedings of the 10th International Corpus Linguistics Conference.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  6. Published

    Classifying Information Sources in Arabic Twitter to Support Online Monitoring of Infectious Diseases

    Alsudias, L. & Rayson, P., 22/07/2019, Proceedings of the 3rd Workshop on Arabic Corpus Linguistics: (WACL-3). Association for Computational Linguistics, 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  7. Published

    CLEU- A Cross-Language-Urdu Corpus and Benchmark For Text Reuse Experiments

    Muneer, I., Muhammad, S., Iqbal, M., Nawab, R. M. A. & Rayson, P. E., 1/07/2019, In : Journal of the Association for Information Science and Technology. 70, 7, p. 729-741 13 p.

    Research output: Contribution to journalJournal article

  8. Published

    Social Behavioral Phenotyping of Drosophila with a 2D-3D Hybrid CNN Framework

    Jiang, Z., Chazot, P. L., Celebi, M. E., Crookes, D. & Jiang, R., 15/05/2019, In : IEEE Access. 7, p. 67972 - 67982 11 p.

    Research output: Contribution to journalJournal article

  9. Published

    A Sense Annotated Corpus for All-Words Urdu Word Sense Disambiguation

    Saeed, A., Nawab, R. M. A., Stevenson, M. & Rayson, P. E., 1/05/2019, In : ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP). 18, 4, 14 p., 40.

    Research output: Contribution to journalJournal article

  10. Published

    In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse

    El Haj, M., Rayson, P. E., Walker, M., Young, S. E. & Simaki, V., 30/04/2019, In : Journal of Business Finance and Accounting. 46, 3-4, p. 265-306 42 p.

    Research output: Contribution to journalJournal article

  11. Published

    Self-boosting first-order autonomous learning neuro-fuzzy systems

    Gu, X. & Angelov, P. P., 1/04/2019, In : Applied Soft Computing. 77, p. 118-134 17 p.

    Research output: Contribution to journalJournal article

  12. Forthcoming

    Fool’s Errand: Looking at April Fools Hoaxes as Disinformation through the Lens of Deception and Humour

    Dearden, E. & Baron, A., 22/02/2019, (Accepted/In press) 20th International Conference on Computational Linguistics and Intelligent Text Processing. Springer, 17 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  13. Forthcoming

    Fool's Gold: Understanding the Linguistic Features of Deception and Humour Through April Fools’ Hoaxes

    Dearden, E. & Baron, A., 14/02/2019, (Accepted/In press).

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  14. Published

    Multilingual Financial Narrative Processing: Analysing Annual Reports in English, Spanish and Portuguese

    El Haj, M., Rayson, P. E., Young, S. E., Alves, P. & Herrero Zorita, C., 02/2019, Multilingual Text Analysis: Challenges, Models, and Approaches. Litvak, M. & Vanetik, N. (eds.). World Scientific Publishing

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

  15. Published

    Towards Evolving Cooperative Mapping for Large-Scale UAV Teams

    Shafipour Yourdshahi, E., Angelov, P. P., Soriano Marcolino, L. & Tsianakas, G., 31/01/2019, 2018 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 2262-2269 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  16. Published

    Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile

    MacCormick, I. J. C., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., Cheeseman, R., Willoughby, C. E., Brown, E. N., Spaeth, G. L. & Czanner, G., 10/01/2019, In : PLoS ONE. 14, 1, 20 p., e0209409.

    Research output: Contribution to journalJournal article

  17. Published

    Face Symmetry Analysis Using a Unified Multi-task CNN for Medical Applications

    Storey, G. & Jiang, R., 1/01/2019, IntelliSys 2018: Intelligent Systems and Applications: Proceedings of SAI Intelligent Systems Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Cham: Springer, p. 451-463 13 p. Chapter 36. (Intelligent Systems and Applications; vol. 869).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  18. Published

    Retrieving, Classifying and Analysing Narrative Commentary in Unstructured (Glossy) Annual Reports Published as PDF Files

    El Haj, M., Alves, P., Rayson, P., Walker, M. & Young, S., 2019, In : Accounting and Business Research.

    Research output: Contribution to journalJournal article

  19. 2018
  20. Published

    Foreign Currency Exchange Rate Prediction using Neuro-Fuzzy Systems

    Yong, Y. L., Lee, Y., Gu, X., Angelov, P. P., Ling Ngo, D. C. & Shafipour Yourdshahi, E., 1/12/2018, Procedia Computer Science. Elsevier, Vol. 144. p. 232-238 7 p. (Procedia Computer Science; vol. 144).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  21. Published

    Integrated Deep Model for for Face Detection and Landmark Localization From "In The Wild " Images

    Storey, G., Bouridane, A. & Jiang, R., 19/11/2018, In : IEEE Access. 6, p. 74442-74452 11 p.

    Research output: Contribution to journalJournal article

  22. Published

    One-Two-One Network for Compression Artifacts Reduction in Remote Sensing

    Zhang, B., Gu, J., Chen, C., Han, J., Su, X., Cao, X. & Liu, J., 11/2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 145, Part A, p. 184-196 13 p.

    Research output: Contribution to journalJournal article

  23. Published

    Modelling space in historical texts

    Gregory, I. N., Donaldson, C. E., Hardie, A. & Rayson, P. E., 30/10/2018, The Shape of Data in Digital Humanities: Modeling Texts and Text-based Resources. Flanders, J. & Jannidis, F. (eds.). London: Routledge, p. 133-149 17 p. (Digital Research in the Arts and Humanities).

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

  24. Published

    A Deep Rule-based Approach for Satellite Scene Image Analysis

    Gu, X. & Angelov, P. P., 7/10/2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 2778-2783 6 p. (2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  25. Published

    A Generalized Methodology for Data Analysis

    Angelov, P. P., Gu, X. & Principe, J., 10/2018, In : IEEE Transactions on Cybernetics. 48, 10, p. 2981-2993 13 p.

    Research output: Contribution to journalJournal article

  26. Published

    Deep rule-based classifier with human-level performance and characteristics

    Angelov, P. P. & Gu, X., 10/2018, In : Information Sciences. 463-464, p. 196-213 18 p.

    Research output: Contribution to journalJournal article

  27. Published

    Stability of Evolving Fuzzy Systems based on Data Clouds

    Rong, H., Angelov, P. P., Gu, X. & Bai, J., 10/2018, In : IEEE Transactions on Fuzzy Systems. 26, 5, p. 2774-2784 11 p.

    Research output: Contribution to journalJournal article

  28. Published

    Unconstrained Face Recognition Using A Set-to-Set Distance Measure on Deep Learned Features

    Zhao, J., Han, J. & Shao, L., 10/2018, In : IEEE Transactions on Circuits and Systems for Video Technology. 28, 10, p. 2679-2689 11 p.

    Research output: Contribution to journalJournal article

  29. Published

    Towards Large Scale Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Pinder, T., Dhawan, G., Soriano Marcolino, L. & Angelov, P. P., 13/09/2018, 2018 IEEE International Conference on Agents (ICA). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  30. Published

    Improving the resolution of retinal OCT with deep learning

    Xu, Y., Williams, B. M., Al-Bander, B., Yan, Z., Shen, Y. C. & Zheng, Y., 1/09/2018, Medical Image Understanding and Analysis - 22nd Conference, Proceedings. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (eds.). Springer-Verlag, p. 325-332 8 p. (Communications in Computer and Information Science; vol. 894).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  31. Published

    Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis

    Moore, A. & Rayson, P. E., 20/08/2018, Proceedings of the 27th International Conference on Computational Linguistics. Santa Fe, New Mexico, USA: Association for Computational Linguistics, p. 1132-1134 13 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  32. Published

    Autonomous learning multi-model systems from data streams

    Angelov, P. P., Gu, X. & Principe, J., 08/2018, In : IEEE Transactions on Fuzzy Systems. 26, 4, p. 2213-2224 12 p.

    Research output: Contribution to journalJournal article

  33. Published

    Please be an Influencer? Contingency-Aware Influence Maximization

    Yadav, A., Noothigattu, R., Rice, E., Onasch-Vera, L., Soriano Marcolino, L. & Tambe, M., 10/07/2018, AAMAS '18 Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems. Dastani, M., Sukthankar, G., Andre, E. & Koenig, S. (eds.). Richland SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1423-1421 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  34. Published

    Semi-supervised deep rule-based approach for image classification

    Gu, X. & Angelov, P. P., 07/2018, In : Applied Soft Computing. 68, p. 53-68 16 p.

    Research output: Contribution to journalJournal article

  35. Published

    Lancaster at SemEval-2018 Task 3: Investigating Ironic Features in English Tweets

    Dearden, E. & Baron, A., 6/06/2018, Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval-2018). Association for Computational Linguistics, p. 587-593 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  36. Published

    Correntropy-Based Evolving Fuzzy Neural System

    Bao, R., Rong, H., Angelov, P. P., Chen, B. & Wong, P. K., 06/2018, In : IEEE Transactions on Fuzzy Systems. 26, 3, p. 1324-1338 14 p.

    Research output: Contribution to journalJournal article

  37. Published

    End-to-End Feature-Aware Label Space Encoding for Multilabel Classification With Many Classes

    Lin, Z., Ding, G., Han, J. & Shao, L., 06/2018, In : IEEE Transactions on Neural Networks. 29, 6, p. 2472-2487 16 p.

    Research output: Contribution to journalJournal article

  38. Published

    Self-Organising Fuzzy Logic Classifier

    Gu, X. & Angelov, P. P., 06/2018, In : Information Sciences. 447, p. 36-51 16 p.

    Research output: Contribution to journalJournal article

  39. Published

    Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger

    El Haj, M., Rayson, P. E., Piao, S. S. & Knight, J., 11/05/2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 4593-4597 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  40. Published

    Arabic Dialect Identification in the Context of Bivalency and Code-Switching

    El Haj, M., Rayson, P. E. & Aboelezz, M., 9/05/2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). p. 3622-3627 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  41. Published

    Towards A Welsh Semantic Annotation System

    Piao, S. S., Rayson, P. E., Knight, D. & Watkins, G., 9/05/2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 980-985 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  42. Published

    Increasing Interoperability for Embedding Corpus Annotation Pipelines in Wmatrix and other corpus retrieval tools

    Rayson, P. E., 7/05/2018, 6th Workshop on the Challenges in the Management of Large Corpora: Proceedings of the 11th Edition of the Language Resources and Evaluation Conference - Miyazaki, Japan. Banski, P., Kupietz, M., Biber, H., Breiteneder, E., Clematide, S. & Witt, A. (eds.). p. 33-36 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  43. Published

    Towards a Multilingual Financial Narrative Processing System

    El Haj, M., Rayson, P. E., Alves, P. & Young, S. E., 7/05/2018, The First Financial Narrative Processing Workshop: Proceedings of the 11th Edition of the Language Resources and Evaluation Conference - Miyazaki, Japan. El-Haj, M., Rayson, P. & Moore, A. (eds.). p. 52-58 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  44. Published

    Anomalous behaviour detection based on heterogeneous data and data fusion

    Mohd Ali, A. & Angelov, P., 05/2018, In : Soft Computing. 22, 10, p. 3187-3201 15 p.

    Research output: Contribution to journalJournal article

  45. Published

    Deep Fisher Discriminant Learning for Mobile Hand Gesture Recognition

    Li, C., Xie, C., Zhang, B., Chen, C. & Han, J., 05/2018, In : Pattern Recognition. 77, p. 276-288 13 p.

    Research output: Contribution to journalJournal article

  46. Published

    Readability of Arabic vs English Patient Educational Materials

    El Haj, M., Malik, A. & Paasche-Orlow, M. K., 12/04/2018. 2 p.

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

  47. Published

    Measuring Short Text Reuse For The Urdu Language

    Sameen, S., Muhammad, S., Nawab, R. M. A., Rayson, P. E. & Muneer, I., 9/03/2018, In : IEEE Access. 6, p. 7412-7421 10 p.

    Research output: Contribution to journalJournal article

  48. Published

    Ensemble of evolving data clouds and fuzzy models for weather time series prediction

    Soares, E., Costa Jr, P., Costa, B. & Leite, D., 1/03/2018, In : Applied Soft Computing. 64, p. 445-453 9 p.

    Research output: Contribution to journalJournal article

  49. Published

    Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review

    Zhang, Q., Liu, Y., Blum, R. S., Han, J. & Tao, D., 1/03/2018, In : Information Fusion. 40, p. 57-75 19 p.

    Research output: Contribution to journalJournal article

  50. Published

    A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

    Gu, X., Angelov, P. P., Zhang, C. & Atkinson, P. M., 03/2018, In : IEEE Geoscience and Remote Sensing Letters. 15, 3, p. 345-349 5 p.

    Research output: Contribution to journalJournal article

  51. Published

    Latent Constrained Correlation Filter

    Zhang, B., Luan, S., Chen, C., Han, J., Wang, W., Perina, A. & Shao, L., 03/2018, In : IEEE Transactions on Image Processing. 27, 3, p. 1038-1048 11 p.

    Research output: Contribution to journalJournal article

  52. Published

    Parsimonious Random Vector Functional Link Network for Data Streams

    Pratama, M., Angelov, P. P., Lughofer, E. & Joo Er, M., 03/2018, In : Information Sciences. 430-431, p. 519-537 19 p.

    Research output: Contribution to journalJournal article

  53. Published

    Single Image Super-Resolution Using a Deep Encoder-Decoder Symmetrical Network with Iterative Back Projection

    Liu, H., Han, J., Hou, S., Shao, L. & Ruan, Y., 03/2018, In : Neurocomputing. 282, p. 52-59 8 p.

    Research output: Contribution to journalJournal article

  54. Published

    On Trivial Solution and High Correlation Problems in Deep Supervised Hashing

    Guo, Y., Zhao, X., Ding, G. & Han, J., 1/02/2018, 32nd AAAI Conference on Artificial Intelligence 2018. Palo Alto: AAAI, p. 2240-2247 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  55. Published

    Robust Quantization for General Similarity Search

    Guo, Y., Ding, G. & Han, J., 1/02/2018, In : IEEE Transactions on Image Processing. 27, 2, p. 949-963 15 p.

    Research output: Contribution to journalJournal article

  56. Published

    Temporal-difference Learning with Sampling Baseline for Image Captioning

    Chen, H., Ding, G., Zhao, S. & Han, J., 1/02/2018, 32nd AAAI Conference on Artificial Intelligence 2018. Palo Alto: AAAI, p. 6706-6713 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  57. Published

    Empirical Fuzzy Sets

    Angelov, P. P. & Gu, X., 02/2018, In : International Journal of Intelligent Systems. 33, 2, p. 362-395 34 p.

    Research output: Contribution to journalJournal article

  58. Published

    Automatic detection and distinction of retinal vessel bifurcations and crossings in colour fundus photography

    Pratt, H., Williams, B. M., Ku, J. Y., Vas, C., McCann, E., Al-Bander, B., Zhao, Y., Coenen, F. & Zheng, Y., 1/01/2018, In : Journal of Imaging. 4, 1, 14 p., 4.

    Research output: Contribution to journalJournal article

  59. Published

    Real-Time Scalable Visual Tracking via Quadrangle Kernelized Correlation Filters

    Ding, G., Chen, W., Zhao, S., Han, J. & Liu, Q., 01/2018, In : IEEE Transactions on Intelligent Transportation Systems. 19, 1, p. 140-150 11 p.

    Research output: Contribution to journalJournal article

  60. Published

    Salient object detection employing robust sparse representation and local consistency

    Liu, Y., Zhang, Q., Han, J. & Wang, L., 01/2018, In : Image and Vision Computing. 69, p. 155-167 13 p.

    Research output: Contribution to journalJournal article

  61. Published

    Self-organised direction aware data partitioning algorithm

    Gu, X., Angelov, P. P., Kangin, D. & Principe, J., 01/2018, In : Information Sciences. 423, p. 80-95 16 p.

    Research output: Contribution to journalJournal article

  62. Published
  63. Published

    Does equity analyst research lack rigour and objectivity? Evidence from conference call questions and research notes

    Salzedo, C. J., Young, S. E. & El Haj, M., 2018, In : Accounting and Business Research. 48, 1, p. 5-36 32 p.

    Research output: Contribution to journalJournal article

  64. Published

    Metaphor, Cancer and the End of Life: A Corpus-based Study

    Semino, E., Demjen, Z., Hardie, A., Payne, S. A. & Rayson, P. E., 2018, London: Routledge. 308 p.

    Research output: Book/Report/ProceedingsBook

  65. 2017
  66. Published

    Cross-View Retrieval via Probability-Based Semantics-Preserving Hashing

    Lin, Z., Ding, G., Han, J. & Wang, J., 20/12/2017, In : IEEE Transactions on Cybernetics. 47, 12, p. 4342-4355 14 p.

    Research output: Contribution to journalJournal article

  67. Published
  68. Published

    Empirical data analytics

    Angelov, P. P., Gu, X. & Kangin, D., 12/2017, In : International Journal of Intelligent Systems. 32, 12, p. 1261-1284 24 p.

    Research output: Contribution to journalJournal article

  69. Published

    A deeply annotated testbed for geographical text analysis: The Corpus of Lake District Writing

    Rayson, P. E., Reinhold, A., Butler, J., Donaldson, C. E., Gregory, I. N. & Taylor, J. E., 7/11/2017, GeoHumanities'17 Proceedings of the 1st ACM SIGSPATIAL Workshop on Geospatial Humanities. New York: Association for Computing Machinery (ACM), p. 9-15 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  70. Published

    Multi-Temporal Depth Motion Maps-Based Local Binary Patterns for 3D Human Action Recognition

    Chen, C., Liu, M., Liu, H., Zhang, B., Han, J. & Kahtarnavaz, N., 7/11/2017, In : IEEE Access. 5, p. 22590-22604 15 p.

    Research output: Contribution to journalJournal article

  71. Published

    A time-sensitive historical thesaurus-based semantic tagger for deep semantic annotation

    Piao, S. S., Dallachy, F., Baron, A., Demmen, J. E., Wattam, S., Durkin, P., McCracken, J., Rayson, P. E. & Alexander, M., 11/2017, In : Computer Speech and Language. 46, p. 113-135 23 p.

    Research output: Contribution to journalJournal article

  72. Published

    Emerging Sounds Through Implicit Cooperation: A Novel Model for Dynamic Music Generation

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & dos Passos, Y. T., 11/2017, Proceedings of the 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE'17). Magerko, B. & Rowe, J. (eds.). AAAI, p. 186-192 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  73. Published

    Hyperspectral Band Selection Using Improved Classification Map

    Cao, X., Wei, C., Han, J. & Jiao, L., 11/2017, In : IEEE Geoscience and Remote Sensing Letters. 14, 11, p. 2147-2151 5 p.

    Research output: Contribution to journalJournal article

  74. Published

    LLE Score: A New Filter-based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition

    Yao, C., Liu, Y., Jiang, B., Han, J. & Han, J., 11/2017, In : IEEE Transactions on Image Processing. 26, 11, p. 5257-5269 13 p.

    Research output: Contribution to journalJournal article

  75. Published

    A cascade of deep learning fuzzy rule-based image classifier and SVM

    Angelov, P. P. & Gu, X., 5/10/2017, Systems, Man, and Cybernetics (SMC), 2017 IEEE International Conference on: Human Intelligence for Systems and Cybernetics. IEEE, p. 746-751 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  76. Published

    Action Recognition Using 3D histograms of Texture and A Multi-class Boosting Classifier

    Zhang, B., Yang, Y., Chen, C., Yang, L., Han, J. & Shao, L., 10/2017, In : IEEE Transactions on Image Processing. 26, 10, p. 4648-4660 13 p.

    Research output: Contribution to journalJournal article

  77. Published

    Exploring Deep Mapping Concepts: Crosthwaite’s Map and West’s Picturesque Stations

    Reinhold, A., Donaldson, C. E., Gregory, I. N. & Rayson, P. E., 14/09/2017, Proceedings of Workshops and Posters at the 13th International Conference on Spatial Information Theory (COSIT 2017). Fogliaroni, P., Ballatore, A. & Clementini, E. (eds.). Cham: Springer, p. 265-273 9 p. (Lecture Notes in Geoinformation and Cartography).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  78. Published

    A Comparison Between Genetics Papers Relating to Immune Disorders and Psychiatric Disorders

    El-Haj, M., Piao, S. S., Rayson, P. E. & Knight, J., 11/09/2017.

    Research output: Contribution to conference - Without ISBN/ISSN Poster

  79. E-pub ahead of print

    Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets

    Yang, L., Li, C., Han, J., Chen, C., Ye, Q., Zhang, B., Cao, X. & Liu, W., 1/09/2017, In : IEEE Journal of Selected Topics in Signal Processing.

    Research output: Contribution to journalJournal article

  80. 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 journalJournal article

  81. Published

    COUNTER - COrpus of Urdu News TExt Reuse

    Muhammad, S., Nawab, R. M. A. & Rayson, P. E., 09/2017, In : Language Resources and Evaluation. 51, 3, p. 777-803 27 p.

    Research output: Contribution to journalJournal article

  82. Published

    Every team deserves a second chance: an extended study on predicting team performance

    Soriano Marcolino, L., Lakshminarayanan, A., Nagarajan, V. & Tambe, M., 09/2017, In : Autonomous Agents and Multi-Agent Systems. 31, 5, p. 1003-1054 52 p.

    Research output: Contribution to journalJournal article

  83. Published

    Dynamic Multi-view Hashing for Online Image Retrieval

    Xie, L., Shen, J., Han, J., Zhu, L. & Shao, L., 19/08/2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Melbourne: IJCAI, p. 3133-3139 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  84. 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/ISSNConference contribution/Paper

  85. Published

    TUCH: Turning Cross-view Hashing into Single-view Hashing via Generative Adversarial Nets

    Zhao, X., Ding, G., Guo, Y., Han, J. & Gao, Y., 19/08/2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Melbourne: IJCAI, p. 3511-3517 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  86. 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/ISSNConference contribution/Paper

  87. Published

    Role for 2D image generated 3D face models in the rehabilitation of facial palsy

    Storey, G., Jiang, R. & Bouridane, A., 10/08/2017, In : HEALTHCARE TECHNOLOGY LETTERS. 4, 4, p. 145-148 4 p.

    Research output: Contribution to journalJournal article

  88. 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/ISSNConference contribution/Paper

  89. Published

    Avoiding target congestion on the navigation of robotic swarms

    Soriano Marcolino, L., dos Passos, Y. T., de Souza, Á. A. F., Rodrigues, A. D. S. & Chaimowicz, L., 08/2017, In : Autonomous Robots. 41, 6, p. 1297-1320 24 p.

    Research output: Contribution to journalJournal article

  90. Published

    Panning for gold: automatically analysing online social engineering attack surfaces

    Edwards, M., Larson, R., Green, B., Rashid, A. & Baron, A., 08/2017, In : Computers and Security. 69, p. 18-34 17 p.

    Research output: Contribution to journalJournal article

  91. Published

    Salient object detection based on super-pixel clustering and unified low-rank representation

    Zhang, Q., Liu, Y., Liu, S. & Han, J., 08/2017, In : Computer Vision and Image Understanding. 161, p. 51-64 14 p.

    Research output: Contribution to journalJournal article

  92. Published

    Soft Computing Applied to Swarm Robotics

    Nedjah, N., Angelov, P., Castillo, O., de Macedo Mourelle, L. & Wang, C., 08/2017, In : Applied Soft Computing. 57, p. 696-697 2 p.

    Research output: Contribution to journalEditorial

  93. Published

    Creating CorCenCC (Corpws Cenedlaethol Cymraeg Cyfoes - The National Corpus of Contemporary Welsh)

    Knight, D., Fitzpatrick, T., Morris, S., Evas, J., Rayson, P. E., Spasic, I., Stonelake, M., Mon Thomas, E., Neale, S., Needs, J., Piao, S. S., Rees, M., Watkins, G., Anthony, L., Michael Cobb, T., Deuchar, M., Donnelly, K., McCarthy, M. & Scannell, K., 24/07/2017.

    Research output: Contribution to conference - Without ISBN/ISSN Poster

  94. Published

    Towards a Welsh semantic tagger: creating lexicons for a resource poor language

    Piao, S. S., Rayson, P. E., Knight, D., Watkins, G. & Donnelly, K., 24/07/2017. 4 p.

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

  95. 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/ISSNConference contribution/Paper

  96. 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/ISSNConference contribution/Paper

  97. 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 journalJournal article

  98. 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 journalJournal article

  99. 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/ISSNConference contribution/Paper

  100. 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/ISSNConference contribution/Paper

  101. 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/ISSNConference contribution/Paper

  102. 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/ISSNConference contribution/Paper

  103. 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

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