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2017
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 › peer-review
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 › peer-review
Published
Avoiding target congestion on the navigation of robotic swarms
Soriano Marcolino, L., Tavares Dos Passos, Y., 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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Editorial › peer-review
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
Published
Non-destructive analysis of flake properties in automotive paints with full-field optical coherence tomography and 3D segmentation
Zhang, J., Williams, B. M., Lawman, S., Atkinson, D., Zhang, Z., Shen, Y. & Zheng, Y., 7/08/2017, In: Optics Express. 25, 16, p. 18614-18628 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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
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/ISSN › Conference contribution/Paper › peer-review
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
Published
Fuzzy clustering methods applied to the evaluation of compost bedded pack barns
Mota, V. C., Damasceno, F. A., Soares, E. A. & Leite, D. F., 23/08/2017, 2017 IEEE International Conference on Fuzzy Systems. Institute of Electrical and Electronics Engineers Inc., 6 p. 8015435. (IEEE International Conference on Fuzzy Systems).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A new type of distance metric and its use for clustering
Gu, X., Angelov, P. P., Kangin, D. & Principe, J., 09/2017, In: Evolving Systems. 8, 3, p. 167-177 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Signal Processing.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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 › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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 Journal/Magazine › Journal article › peer-review
Published
Fast blur detection and parametric deconvolution of retinal fundus images
Williams, B. M., Al-Bander, B., Pratt, H., Lawman, S., Zhao, Y., Zheng, Y. & Shen, Y., 1/10/2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Cham: Springer-Verlag, p. 194-201 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 ).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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 Journal/Magazine › Journal article › peer-review
Published
Emerging Sounds Through Implicit Cooperation: A Novel Model for Dynamic Music Generation
Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Tavares Dos Passos, Y., 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/ISSN › Conference contribution/Paper › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
Published
Deformation velocity imaging using optical coherence tomography and its applications to the cornea
Lawman, S., Madden, P. W., Romano, V., Dong, Y., Mason, S., Williams, B. M., Kaye, S. B., Willoughby, C. E., Harding, S. P., Shen, Y. C. & Zheng, Y., 1/12/2017, In: Biomedical Optics Express. 8, 12, p. 5579-5593 15 p., #302593.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change: Proceedings of the International Conference of ICT for Adapting Agriculture to Climate Change AACC'17, November 22-24, 2017, Popayan, Colombia)
Angelov, P. P. (Editor), Iglesias, J. A. (Editor) & Carlos Corrales, J. (Editor), 17/12/2017, 1st ed. Cham: Springer. 265 p. (Advances in Intelligent Systems and Computing; vol. 687)
Research output: Book/Report/Proceedings › Book
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
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
2018
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Published
Artificial Intelligence in Automated Sorting in Trash Recycling
Costa, B. S., Bernardes, A. C. S., Pereira, J. V. A., Zampa, V. H., Pereira, V. A., Matos, G. F., Almeida Soares, E., Soares, C. L. & Silva, A. F., 22/10/2018, Anais do XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2018). p. 198-205 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
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/ISSN › Chapter (peer-reviewed) › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
2019
Published
Corpus analysis of key words
Rayson, P., 2019, The Concise Encyclopedia of Applied Linguistics. Chapelle, C. (ed.). Wiley, p. 320-326
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Entry for encyclopedia/dictionary
Published
Fair-by-design explainable models for prediction of recidivism
Almeida Soares, E. & Angelov, P., 2019, Arxiv.
Research output: Other contribution
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/ISSN › Conference contribution/Paper › peer-review
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 Journal/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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/ISSN › Chapter (peer-reviewed) › peer-review
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 Journal/Magazine › Journal article › peer-review
Published
Fool’s Errand: Looking at April Fools Hoaxes as Disinformation through the Lens of Deception and Humour
Dearden, E. & Baron, A., 7/04/2019. 17 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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 Journal/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review

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