Items where Research Group is "Data Science and Statistics

Published

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

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

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

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.

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.

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).

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

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

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

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

Nikoloulopoulos, Aristidis K ORCID: https://orcid.org/0000-0003-0853-0084 (2015) A mixed effect model for bivariate meta-analysis of diagnostic test accuracy studies using a copula representation of the random effects distribution. Statistics in Medicine, 34 (29). pp. 3842-3865. ISSN 0277-6715

Nikoloulopoulos, Aristidis K ORCID: https://orcid.org/0000-0003-0853-0084 and Joe, H (2015) Factor copula models for item response data. Psychometrika, 80 (1). pp. 126-150. ISSN 0033-3123

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.

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

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

Submitted

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)