Items where Research Group is "Data Science and Statistics

Article

Alahamade, Wedad, Lake, Iain ORCID: https://orcid.org/0000-0003-4407-5357, Reeves, Claire ORCID: https://orcid.org/0000-0003-4071-1926 and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2021) Evaluation of multi-variate time series clustering for imputation of air pollution data. Geoscientific Instrumentation, Methods and Data Systems, 10. 265–285. ISSN 2193-0856

Gitsels, Lisanne, Bakbergenuly, Ilyas, Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X and Kulinskaya, Elena (2021) Do statins reduce mortality in older people? Findings from a longitudinal study using primary care records. Family Medicine and Community Health, 9 (2). ISSN 2305-6983

Kadhem, Sayed H. and Nikoloulopoulos, Aristidis K. ORCID: https://orcid.org/0000-0003-0853-0084 (2021) Factor copula models for mixed data. British Journal of Mathematical and Statistical Psychology, 74 (3). pp. 365-403. ISSN 0007-1102

Kulinskaya, Elena, Gitsels, Lisanne Andra, Bakbergenuly, Ilyas and Wright, Nigel R. (2021) Dynamic hazards modelling for predictive longevity risk assessment. Insurance Mathematics and Economics, 96. pp. 222-231. ISSN 0167-6687

Kulinskaya, Elena, Hoaglin, David C. and Bakbergenuly, Ilyas (2021) Exploring consequences of simulation design for apparent performance of methods of meta-analysis. Statistical Methods in Medical Research, 30 (7). pp. 1667-1690. ISSN 0962-2802

Middlehurst, Matthew, Large, James, Flynn, Michael, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 and Bagnall, Anthony (2021) HIVE-COTE 2.0: a new meta ensemble for time series classification. Machine Learning, 110. 3211–3243. ISSN 0885-6125

Pasos Ruiz, Alejandro, Flynn, Michael, Large, James, Middlehurst, Matthew and Bagnall, Anthony (2021) The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Data Mining and Knowledge Discovery, 35. 401–449. ISSN 1384-5810

Shackelford, Gorm E., Martin, Philip A., Hood, Amelia S. C., Christie, Alec P., Kulinskaya, Elena and Sutherland, William J. (2021) Dynamic meta-analysis: a method of using global evidence for local decision making. BMC Biology, 19 (1). ISSN 1741-7007

Wainer, Jacques and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 (2021) Nested cross-validation when selecting classifiers is overzealous for most practical applications. Expert Systems with Applications, 182. ISSN 0957-4174

Book Section

Ives-Keeler, Catherine, Buckley, Oliver ORCID: https://orcid.org/0000-0003-1502-5721 and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2021) Understanding Trust in Social Media: Twitter. In: HCI International 2021 - Posters - 23rd HCI International Conference, HCII 2021, Proceedings. Communications in Computer and Information Science . Springer, pp. 440-447. ISBN 978-3-030-78634-2

Middlehurst, Matthew, Large, James and Bagnall, Anthony (2021) The Canonical Interval Forest {(CIF)} Classifier for Time Series Classification. In: Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. The Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 188-195. ISBN 978-1-7281-6252-2

Conference or Workshop Item

Middlehurst, Matthew, Large, James, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Bagnall, Anthony (2021) The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020-09-14 - 2020-09-18.