Items where Research Group is "Data Science and AI

A

Abdallah, Tarek Amr and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2015) URL-Based Web Page Classification: With n-Gram Language Models. In: Knowledge Discovery, Knowledge Engineering and Knowledge Management. Communications in Computer and Information Science, 553 . Springer, pp. 19-33. ISBN 978-3-319-25839-3

Aldehim, Ghadah and Wang, Wenjia (2015) Weighted Heuristic Ensemble of Filters. In: SAI Intelligent Systems Conference 2015, 2015-11-10 - 2015-11-11.

Alharbi, Abeer and Mayhew, Pam (2015) Users' performance in lab and non-lab environments through online usability testing:A case of evaluating the usability of digital academic libraries' websites. In: Proceedings of the 2015 Science and Information Conference, SAI 2015. The Institute of Electrical and Electronics Engineers (IEEE), GBR, pp. 151-161. ISBN 9781479985470

Alqahtani, Mohammed, Alhadreti, Obead, Alrobaea, Roobaea and Mayhew, Pamela (2015) Investigation into the impact of the usability factor on the acceptance of mobile transactions:Empirical study in Saudi Arabia. International Journal of Human Computer Interaction, 6 (1). pp. 1-35. ISSN 2180-1347

Alqurashi, Tahani and Wang, Wenjia (2015) A New Consensus Function based on Dual-Similarity Measurements for Clustering Ensemble. In: IEEE DSAA 2015 (International Conference on Data Science and Advanced Analytics);, 2015-10-19 - 2015-10-21.

Alshammari, Thamer, Alhadreti, Obead and Mayhew, Pamela (2015) When to ask participants to think aloud:A comparative study of concurrent and retrospective think-aloud methods. International Journal of Human Computer Interaction, 6 (3). pp. 48-64. ISSN 2180-1347

B

Bagnall, Anthony, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Hills, Jon and Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 (2015) Time-series classification with COTE: The collective of transformation-based ensembles. IEEE Transactions on Knowledge and Data Engineering, 27 (9). pp. 2522-2535. ISSN 1041-4347

Bettencourt-Silva, Joao H., Clark, Jeremy, Cooper, Colin S. ORCID: https://orcid.org/0000-0003-2013-8042, Mills, Robert, Rayward-Smith, Victor J. and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2015) Building data-driven pathways from routinely collected hospital data: A case study on prostate cancer. JMIR Medical Informatics, 3 (3). ISSN 2291-9694

Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 and Bagnall, Anthony (2015) Binary Shapelet Transform for Multiclass Time Series Classification. In: Big Data Analytics and Knowledge Discovery. Lecture Notes in Computer Science, 9263 . Springer, ESP, pp. 257-269. ISBN 978-3-319-22728-3

C

Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Cowtan, Kevin, Way, Robert G., Jacobs, Peter and Jokimäki, Ari (2015) On a minimal model for estimating climate sensitivity. Ecological Modelling, 297. pp. 20-25. ISSN 0304-3800

Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 and Tisan, Alin (2015) An IoT-based pervasive body hydration tracker (PHT). In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), 2015-07-22 - 2015-07-24.

Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 and Tisan, Alin (2015) Ubiquitous Approach to Body Hydration Testing. In: 2015 International Conference on Intelligent Environments, 2015-07-15 - 2015-07-17.

Cufoglu, Ayse and Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 (2015) Towards an understanding classification of well-being for care of older people. In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), 2015-07-22 - 2015-07-24.

Cutting, David and Noppen, Joost (2015) An extensible benchmark and tooling for comparing reverse engineering approaches. International Journal on Advances in Software, 8 (1&2). pp. 115-124.

F

Farrash, Majed and Wang, Wenjia (2015) An Algorithm for Identifying the Learning Patterns in Big Data. In: IEEE Conference on Big Data, 2015-08-20 - 2015-08-22.

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Guyon, Isabelle, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095, Bennett, Kristin, Jair Escalente, Hugo, Escalera, Sergio, Ho, Tin Kam, Macia, Nuria, Ray, Bisakha, Saeed, Mehreen, Statnikov, Alexander and Viegas, Evelyne (2015) Design of the 2015 ChaLearn AutoML challenge. In: Proceedings of International Joint Conference on Neural Networks (IJCNN). The Institute of Electrical and Electronics Engineers (IEEE).

K

Kulinskaya, Elena and Dollinger, Michael B. (2015) An accurate test for homogeneity of odds ratios based on Cochran's Q-statistic. BMC Medical Research Methodology, 15. ISSN 1471-2288

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Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Bagnall, Anthony (2015) Time series classification with ensembles of elastic distance measures. Data Mining and Knowledge Discovery, 29 (3). pp. 565-592. ISSN 1384-5810

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Mace, Alex and Wang, Wenjia (2015) Modelling the role of catastrophe, crossover and Katanin in the self organisation of cortical microtubules. IET Systems Biology, 9 (6). pp. 277-284. ISSN 1751-8849

Mace, Alex and Wang, Wenjia (2015) Modelling the role of catastrophe, crossover and Katanin in the self organisation of cortical microtubules. IET Systems Biology. ISSN 1751-8849 (Submitted)

Mojahed, Aalaa, Bettencourt-Silva, Joao H., Wang, Wenjia and de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2015) Applying Clustering Analysis to Heterogeneous Data Using Similarity Matrix Fusion (SMF). In: Machine Learning and Data Mining in Pattern Recognition. Lecture Notes in Computer Science, 9166 . Springer, pp. 251-265. ISBN 978-3-319-21023-0

S

Saeed, Awat, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Bagnall, Anthony (2015) Benchmarking the Semi-Supervised Naïve Bayes Classifier. In: 2015 International Joint Conference on Neural Networks, 2015-07-12 - 2015-07-17.

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Tisan, Alin and Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 (2015) An end user platform for implementing artificial neutron networks on FPGA. In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), 2015-07-22 - 2015-07-24.

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Wang, Meng, Wang, Wenjia, Abeywardane, Ayesha and Mijovic, Aleksandar (2015) Autoimmune hemolytic anemia after allogeneic hematopoietic stem cell transplantation: Analysis of 533 adult patients who underwent transplantation at King’s College Hospital. Biology of Blood and Marrow Transplantation, 21 (1). pp. 60-66. ISSN 1523-6536

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Zhang, Lei, Fisher, Mark and Wang, Wenjia (2015) Comparative performance of Texton based vascular tree segmentation in retinal images. In: 2014 IEEE International Conference on Image Processing (ICIP). The Institute of Electrical and Electronics Engineers (IEEE), FRA, pp. 952-956.

Zhang, Lei, Fisher, Mark and Wang, Wenjia (2015) Retinal vessel segmentation using multi-scale textons derived from keypoints. Computerized Medical Imaging and Graphics, 45. pp. 47-56. ISSN 0895-6111