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  1. 2018
  2. Published

    Incremental Gaussian Granular Fuzzy Modeling Applied to Hurricane Track Forecasting

    Almeida Soares, E., Camargo, H. A., Camargo, S. J. & Leite, D. F., 15/10/2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 8 p.

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

  3. 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/ISSN › Conference contribution/Paper › peer-review

  4. 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 Journal/Magazine › Journal article › peer-review

  5. 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 Journal/Magazine › Journal article › peer-review

  6. 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 Journal/Magazine › Journal article › peer-review

  7. 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 Journal/Magazine › Journal article › peer-review

  8. 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/ISSN › Conference contribution/Paper › peer-review

  9. Published

    Multi-task projected embedding for igbo

    Ezeani, I., Hepple, M., Onyenwe, I. & Enemuo, C., 8/09/2018, Text, Speech, and Dialogue - 21st International Conference, TSD 2018, Proceedings. Sojka, P., Horák, A., Kopecek, I. & Pala, K. (eds.). Cham: Springer-Verlag, p. 285-294 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11107 LNAI).

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

  10. 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/ISSN › Conference contribution/Paper › peer-review

  11. 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/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Autonomous learning multi-model systems from data streams

    Angelov, P. P., Gu, X. & Principe, J., 1/08/2018, In: IEEE Transactions on Fuzzy Systems. 26, 4, p. 2213-2224 12 p.

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

  13. Published

    Thai Defamatory Text Classification on Social Media

    Arreerard, R. & Senivongse, T., 12/07/2018, Proceedings of the 2018 IEEE International Conference on Big Data, Cloud Computing, Data Science Engineering: Proceedings of the BCD2018. Yonago, Japan, p. 73-78

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

  14. 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/ISSN › Conference contribution/Paper › peer-review

  15. 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 Journal/Magazine › Journal article › peer-review

  16. 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/ISSN › Conference contribution/Paper › peer-review

  17. 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 Journal/Magazine › Journal article › peer-review

  18. 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 Journal/Magazine › Journal article › peer-review

  19. 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 Journal/Magazine › Journal article › peer-review

  20. 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/ISSN › Conference contribution/Paper › peer-review

  21. 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/ISSN › Conference contribution/Paper › peer-review

  22. 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/ISSN › Conference contribution/Paper › peer-review

  23. 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/ISSN › Conference contribution/Paper › peer-review

  24. 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/ISSN › Conference contribution/Paper › peer-review

  25. 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 Journal/Magazine › Journal article › peer-review

  26. 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 Journal/Magazine › Journal article › peer-review

  27. 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 › peer-review

  28. 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 Journal/Magazine › Journal article › peer-review

  29. Published

    Supercontinuum ultra-high resolution line-field OCT: Experimental spectrograph comparison and comparison with current clinical OCT systems by the imaging of a human cornea

    Lawman, S., Romano, V., Madden, P. W., Mason, S., Williams, B. M., Zheng, Y. & Shen, Y. C., 5/03/2018, 2nd Canterbury Conference on OCT with Emphasis on Broadband Optical Sources. Podoleanu, A. & Bang, O. (eds.). SPIE, 1059104. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10591).

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

  30. 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 Journal/Magazine › Journal article › peer-review

  31. Published

    Imaging of corneal neovascularization: Optical coherence tomography angiography and fluorescence angiography

    Brunner, M., Romano, V., Steger, B., Vinciguerra, R., Lawman, S., Williams, B., Hicks, N., Czanner, G., Zheng, Y., Willoughby, C. E. & Kaye, S. B., 1/03/2018, In: Investigative Ophthalmology and Visual Science. 59, 3, p. 1263-1269 7 p.

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

  32. 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 Journal/Magazine › Journal article › peer-review

  33. 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 Journal/Magazine › Journal article › peer-review

  34. 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 Journal/Magazine › Journal article › peer-review

  35. 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 Journal/Magazine › Journal article › peer-review

  36. 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 Journal/Magazine › Journal article › peer-review

  37. Published

    Who is behind the wheel? Driver identification and fingerprinting

    Ezzini, S., Berrada, I. & Ghogho, M., 27/02/2018, In: Journal of Big Data. 5, 1, p. 1-15 15 p., 9.

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

  38. Published

    Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc

    Al-Bander, B., Al-Nuaimy, W., Williams, B. M. & Zheng, Y., 1/02/2018, In: Biomedical Signal Processing and Control. 40, p. 91-101 11 p.

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

  39. 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/ISSN › Conference contribution/Paper › peer-review

  40. 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 Journal/Magazine › Journal article › peer-review

  41. 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/ISSN › Conference contribution/Paper › peer-review

  42. 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 Journal/Magazine › Journal article › peer-review

  43. 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 Journal/Magazine › Journal article › peer-review

  44. 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 Journal/Magazine › Journal article › peer-review

  45. 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 Journal/Magazine › Journal article › peer-review

  46. 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 Journal/Magazine › Journal article › peer-review

  47. Published

    Detecting deceptive behaviour in the wild: text mining for online child protection in the presence of noisy and adversarial social media communications

    Peersman, C., 2018, Lancaster University. 184 p.

    Research output: Thesis › Doctoral Thesis

  48. 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 Journal/Magazine › Journal article › peer-review

  49. 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/Proceedings › Book

  50. 2017
  51. Published

    FCNN: Fourier Convolutional Neural Networks

    Pratt, H., Williams, B., Coenen, F. & Zheng, Y., 30/12/2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Ceci, M., Dzeroski, S., Vens, C., Todorovski, L. & Hollmen, J. (eds.). Springer-Verlag, p. 786-798 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10534 ).

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

  52. 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 Journal/Magazine › Journal article › peer-review

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