Items where Research Group is "Data Science and AI

Article

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

Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Badruddin, Nasreen and Drieberg, Micheal (2017) A hybrid approach to detect driver drowsiness utilizing physiological signals to improve system performance and wearability. Sensors, 17 (9). ISSN 1424-8220

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

Biswas, Israfil, Abu-Tair, Mamun, Morrow, Philip, McClean, Sally, Scotney, Bryan and Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 (2017) A Dynamic Approach to MIB Polling for Software Defined Monitoring. Journal of Computer and Communications, 5. pp. 24-41. ISSN 2327-5219

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

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

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

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

Harding, Philip and Milner, Ben (2017) Estimating acoustic speech features in low signal-to-noise ratios using a statistical framework. Computer Speech and Language, 42. 1–19. ISSN 0885-2308

Huber, Katharina, van Iersel, Leo, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, Scornavacca, Celine and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2017) Reconstructing phylogenetic level-1 networks from nondense binet and trinet sets. Algorithmica, 77 (1). pp. 173-200. ISSN 0178-4617

Ku, Bying-He, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Weng, Jeng-Feng, Chen, Jyh-Cheng and Chen, Wen-Tsuen (2017) Modeling and analysis of channel holding time and handoff rate for packet sessions in all-IP cellular networks. IEEE Transactions on Vehicular Technology, 66 (4). pp. 3331-3344. ISSN 0018-9545

Le Cornu, Thomas and Milner, Ben P. (2017) Generating intelligible audio speech from visual speech. IEEE Transactions on Audio, Speech, and Language Processing, 25 (9). pp. 1447-1457. ISSN 1558-7916

Mock, Thomas ORCID: https://orcid.org/0000-0001-9604-0362, Otillar, Robert P., Strauss, Jan, McMullan, Mark, Paajanen, Pirita, Schmutz, Jeremy, Salamov, Asaf, Sanges, Remo, Toseland, Andrew, Ward, Ben J., Allen, Andrew E., Dupont, Christopher L., Frickenhaus, Stephan, Maumus, Florian, Veluchamy, Alaguraj, Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001, Barry, Kerrie W., Falciatore, Angela, Ferrante, Maria I., Fortunato, Antonio E., Glöckner, Gernot, Gruber, Ansgar, Hipkin, Rachel, Janech, Michael G., Kroth, Peter G., Leese, Florian, Lindquist, Erika A., Lyon, Barbara R., Martin, Joel, Mayer, Christoph, Parker, Micaela, Quesneville, Hadi, Raymond, James A., Uhlig, Christiane, Valas, Ruben E., Valentin, Klaus U., Worden, Alexandra Z., Armbrust, E. Virginia, Clark, Matthew D., Bowler, Chris, Green, Beverley R., Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, van Oosterhout, Cock ORCID: https://orcid.org/0000-0002-5653-738X and Grigoriev, Igor V. (2017) Evolutionary genomics of a cold-adapted diatom: Fragilariopsis cylindrus. Nature, 541. 536–540. ISSN 0028-0836

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

Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, Oldman, James and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2017) A cubic-time algorithm for computing the trinet distance between level-1 networks. Information Processing Letters, 123. 36–41. ISSN 0020-0190

Schulze, Walther H. W., Chen, Zhong, Relan, Jatin, Potyagaylo, Danila, Krueger, Martin W., Karim, Rashed, Sohal, Manav, Shetty, Anoop, Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Ayache, Nicholas, Sermesant, Maxime, Delingette, Herve, Bostock, Julian, Razavi, Reza, Rhode, Kawal S., Rinaldi, Christopher A. and Dössel, Olaf (2017) ECG imaging of ventricular tachycardia: Evaluation against simultaneous non-contact mapping and CMR-derived grey zone. Medical & Biological Engineering & Computing, 55. 979–990. ISSN 1741-0444

Van Iersel, Leo, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, de Swart, Eveline and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2017) Binets: fundamental building blocks for phylogenetic networks. Bulletin of Mathematical Biology, 79 (5). 1135–1154. ISSN 0092-8240

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

Book Section

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

Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Badruddin, Nasreen and Drieberg, Micheal (2017) EEG Brain Connectivity Analysis to Detect Driver Drowsiness Using Coherence. In: 2017 International Conference on Frontiers of Information Technology (FIT). The Institute of Electrical and Electronics Engineers (IEEE). ISBN 9781538635674

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

Cao, Yue, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Wang, Ran, Peng, Linyu, Aslam, Nauman and Chen, Xiaomin (2017) Applying DTN routing for reservation-driven EV Charging management in smart cities. In: 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017. 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017 . The Institute of Electrical and Electronics Engineers (IEEE), ESP, pp. 1471-1476. ISBN 9781509043729

Chan, Tsung-Yen, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Tseng, Yu-Chee and Chen, Jyh-Cheng (2017) eHint: An Efficient Protocol for Uploading Small-Size IoT Data. In: 2017 IEEE Wireless Communications and Networking Conference (WCNC). The Institute of Electrical and Electronics Engineers (IEEE). ISBN 978-1-5090-4184-8

Chang, Chia-Wei, Lin, Yi-Hao, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Chen, Jyh-Cheng (2017) Congestion Control for Machine-Type Communications in LTE-A Networks. In: 2016 IEEE Global Communications Conference (GLOBECOM). The Institute of Electrical and Electronics Engineers (IEEE), USA. ISBN 978-1-5090-1329-6

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.

Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Alhrishy, Mazen, Panayiotou, Maria, Narayan, Srinivas Ananth, Fazili, Ansab, Mountney, Peter and Rhode, Kawal S. (2017) Real-time guiding catheter and guidewire detection for congenital cardiovascular interventions. In: Functional Imaging and Modelling of the Heart. Lecture Notes in Computer Science . Springer, 172–182. ISBN 9783319594477

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

Myroniv, Bohdan, Wu, Cheng-Wei, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Tseng, Yu-Chee (2017) Analysis of Users' Emotions Through Physiology. In: Genetic and Evolutionary Computing - Proceedings of the Eleventh International Conference on Genetic and Evolutionary Computing, ICGEC 2017, November 6-8, 2017, Kaohsiung, Taiwan. UNSPECIFIED, pp. 136-143.

Phung-Duc, Tuan, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Chen, Jyh-Cheng and Yu, Zheng-Wei (2017) Design and Analysis of Deadline and Budget Constrained Autoscaling (DBCA) Algorithm for 5G Mobile Networks. In: 2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). The Institute of Electrical and Electronics Engineers (IEEE), pp. 94-101. ISBN 978-1-5090-1446-0

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Alfiansyah, Muhammad, Wibowo, Nyoto Arif, Wu, Cheng-Wei, Geng, JieFu and Tseng, Yu-Chee (2017) iToy: A LEGO-like solution for small scale IoT applications. In: Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium (APNOMS). The Institute of Electrical and Electronics Engineers (IEEE), pp. 307-310. ISBN 978-1-5386-1102-9

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Phung-Duc, Tuan, Chen, Jyh-Cheng and Yu, Zheng-Wei (2017) Dynamic Auto Scaling Algorithm (DASA) for 5G Mobile Networks. In: 2016 IEEE Global Communications Conference (GLOBECOM). The Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 1-6. ISBN 978-1-5090-1329-6

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Wu, Ren-Jie, Huang, Teng-Wei and Tseng, Yu-Chee (2017) Give me a hint: An ID-free small data transmission protocol for dense IoT devices. In: Wireless Days, 2017. The Institute of Electrical and Electronics Engineers (IEEE). ISBN 978-1-5090-5857-0

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Wu, Ren-Jie and Tseng, Yu-Chee (2017) The hint protocol: Using a broadcast method to enable ID-free data transmission for dense IoT devices. In: 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops). The Institute of Electrical and Electronics Engineers (IEEE), pp. 473-478. ISBN 978-1-5090-4339-2

Websdale, Danny and Milner, Ben (2017) A Comparison of Perceptually Motivated Loss Functions for Binary Mask Estimation in Speech Separation. In: Proceedings of Interspeech 2017. ISCA, SWE, pp. 2003-2007.

Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607 and Cao, Yue (2017) A cooperation-driven ICN-based caching scheme for mobile content chunk delivery at RAN. In: 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017. 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017 . The Institute of Electrical and Electronics Engineers (IEEE), ESP, pp. 1437-1442. ISBN 9781509043729

Conference or Workshop Item

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.

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.

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.

Websdale, Danny and Milner, Ben (2017) Using visual speech information and perceptually motivated loss functions for binary mask estimation. In: UNSPECIFIED.