Items where Research Group is "Data Science and AI

A

Aldehim, Ghadah and Wang, Wenjia (2017) Determining appropriate approaches for using data in feature selection. International Journal of Machine Learning and Cybernetics, 8 (3). 915–928. ISSN 1868-808X

Alhadreti, Obead and Mayhew, Pam (2017) To intervene or not to intervene: An investigation of three think-aloud protocols in usability testing. Journal of Usability Studies, 12 (3). pp. 111-132. ISSN 1931-3357

Alyahyan, Saleh and Wang, Wenjia (2017) Feature Level Ensemble Method for Classifying Multi-Media Data. In: International Conference on Innovative Techniques and Applications of Artificial Intelligence. Lecture Notes in Computer Science . Springer, GBR, pp. 235-249. ISBN 978-3-319-71077-8

B

Bagnall, Anthony, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038, Large, James and Keogh, Eamonn (2017) The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Data Mining and Knowledge Discovery, 31 (3). 606–660. ISSN 1384-5810

Bakbergenuly, Ilyas and Kulinskaya, Elena (2017) Beta-binomial model for meta-analysis of odds ratios. Statistics in Medicine, 36 (11). pp. 1715-1734. ISSN 0277-6715

Blouin, Dominique, Barkowski, Matthias, Schneider, Melanie, Giese, Holger, Dyck, Johannes, Borde, Etienne, Tamzalit, Dalila and Noppen, Joost (2017) A Semi-Automated Approach for the Co-Refinement of Requirements and Architecture Models. In: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), 2017-09-04 - 2017-09-08.

Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 and Bagnall, Anthony (2017) Binary shapelet transform for multiclass time series classification (extended version). In: Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXII. Lecture Notes in Computer Science, 10420 (1). Springer, pp. 24-46. ISBN 978-3-662-55607-8

C

Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579, Callaghan, Vic and Lam, Ivan (2017) Understanding and personalising smart city services using machine learning, The Internet-of-Things and Big Data. In: UNSPECIFIED.

Chitchyan, Ruzanna, Groher, Iris and Noppen, Joost (2017) Uncovering sustainability concerns in software product lines. Journal of Software: Evolution and Process, 29 (2). ISSN 2047-7481

D

Dau, Hoang Anh, Silva, Diego Furtado, Petitjean, François, Forestier, Germain, Bagnall, Anthony and Keogh, Eamonn (2017) Judicious setting of Dynamic Time Warping's window width allows more accurate classification of time series. In: IEEE International Conference on Big Data. The Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 917-922.

Dogo, Samson Henry, Clark, Allan ORCID: https://orcid.org/0000-0003-2965-8941 and Kulinskaya, Elena (2017) Sequential change detection and monitoring of temporal trends in random-effects meta-analysis. Research Synthesis Methods, 8 (2). 220–235. ISSN 1759-2879

E

Elbabour, Fatma, Alhadreti, Obead and Mayhew, Pam (2017) Eye tracking in retrospective think-aloud usability testing: Is there added value? Journal of Usability Studies, 12 (3). pp. 95-110. ISSN 1931-3357

G

Gitsels, Lisanne A, Kulinskaya, Elena and Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X (2017) Survival prospects after acute myocardial infarction in the UK: a matched cohort study 1987–2011. BMJ Open, 7 (1). ISSN 2044-6055

Griffiths, Naomi and Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 (2017) Towards Unobtrusive Ambient Sound Monitoring for Smart and Assisted Environments. In: 2016 8th Computer Science and Electronic Engineering (CEEC), 2016-09-28 - 2016-09-30.

M

Mohammed, Rekar O. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 (2017) Over-Fitting in Model Selection with Gaussian Process Regression. In: Machine Learning and Data Mining in Pattern Recognition. Lecture Notes in Computer Science, 10358 (1). Springer, pp. 192-205. ISBN 978-3-319-62415-0

Mojahed, Aalaa and de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2017) An adaptive version of k-medoids to deal with the uncertainty in clustering heterogeneous data using an intermediary fusion approach. Knowledge and Information Systems, 50 (1). pp. 27-52. ISSN 0219-1377

W

Wainer, Jacques and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 (2017) Empirical evaluation of resampling procedures for optimising SVM hyperparameters. Journal of Machine Learning Research, 18 (15). pp. 1-35. ISSN 1532-4435