Items where Research Group is "Data Science and AI

Published

Abu-Tair, Mamun, Perry, Philip, Morrow, Philip, McClean, Sally, Scotney, Bryan, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Biswas, Md Israfil (2019) Optical space switches in data centers: Issues with transport protocols. Photonics, 6 (1). ISSN 2304-6732

Ahmad, Bilal, Maroof, Zaib, McClean, Sally, Charles, Darryl and Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 (2019) Economic Impact of Resource Optimisation in Cloud Environment Using Different Virtual Machine Allocation Policies. In: Emerging Technologies in Computing - 2nd International Conference, iCETiC 2019, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST . Springer-Verlag Berlin Heidelberg, GBR, pp. 46-58. ISBN 9783030239428

Alade, Temitope and Ahmed, Qasim Zeeshan (2019) Performance comparison of small cell and distributed antenna systems for in-building mobile communications. In: 2019 IEEE 89th Vehicular Technology Conference, VTC Spring 2019 - Proceedings. IEEE Vehicular Technology Conference . The Institute of Electrical and Electronics Engineers (IEEE), MYS. ISBN 9781728112176

Algurashi, Alia and Wang, Wenjia (2019) Hybrid Feature Selection Method for Improving File Fragment Classification. In: Artificial Intelligence XXXVI - 39th SGAI International Conference on Artificial Intelligence, AI 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . UNSPECIFIED, pp. 379-391. ISBN 978-3-030-34884-7

Alkhudaydi, Tahani, Reynolds, Daniel, Griffiths, Simon, Zhou, Ji and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2019) An exploration of deep-learning based phenotypic analysis to detect spike regions in field conditions for UK bread wheat. Plant Phenomics, 2019 (July). pp. 1-17. ISSN 2643-6515

Alkhudaydi, Tahani, Zhou, Ji and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2019) SpikeletFCN: Counting Spikelets from Infield Wheat Crop Images Using Fully Convolutional Networks. In: Lecture Notes in Computing Science. Artificial Intelligence and Soft Computing . Springer, pp. 3-13. ISBN 978-3-030-20911-7

Alqurashi, Tahani and Wang, Wenjia (2019) Clustering ensemble method. International Journal of Machine Learning and Cybernetics, 10 (6). pp. 1227-1246. ISSN 1868-8071

Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Chiari, Lorenzo, Ihlen, Espen Alexander F., Helbostad, Jorunn L. and Palmerini, Luca (2019) Physical activity classification for elderly people in free-living conditions. IEEE Journal of Biomedical and Health Informatics, 23 (1). pp. 197-207. ISSN 2168-2194

Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Raza, Mohsin, Ali, Kamran, Ali, Zulfiqar, Irfan, Muhammad, Chughtai, Omer, Khan, Imran, Kim, Sunghwan and Ur Rehman, Masood (2019) An internet of things based bed-egress alerting paradigm using wearable sensors in elderly care environment. Sensors, 19 (11). ISSN 1424-8220

Bakbergenuly, Ilyas, Hoaglin, David and Kulinskaya, Elena (2019) Pitfalls of using the risk ratio in meta‐analysis. Research Synthesis Methods, 10 (3). pp. 398-419. ISSN 1759-2879

Bakbergenuly, Ilyas, Hoaglin, David C. and Kulinskaya, Elena (2019) Simulation study of estimating between-study variance and overall effect in meta-analyses of log-response-ratio for lognormal data. ArXiv e-prints.

Bakbergenuly, Ilyas, Hoaglin, David C. and Kulinskaya, Elena (2019) Simulation study of estimating between-study variance and overall effect in meta-analyses of mean difference. ArXiv e-prints.

Bakbergenuly, Ilyas, Hoaglin, David C. and Kulinskaya, Elena (2019) Simulation study of estimating between-study variance and overall effect in meta-analysis of odds-ratios. ArXiv e-prints.

Bakbergenuly, Ilyas, Hoaglin, David C. and Kulinskaya, Elena (2019) Simulation study of estimating between-study variance and overall effect in meta-analysis of standardized mean difference. ArXiv e-prints.

Begun, Alexander, Kulinskaya, Elena and Macgregor, Alexander ORCID: https://orcid.org/0000-0003-2163-2325 (2019) Risk-adjusted CUSUM control charts for shared frailty survival models with application to hip replacement outcomes: a study using the NJR dataset. BMC Medical Research Methodology, 19. ISSN 1471-2288

Biswas, Md Israfil, McClean, Sally, Morrow, Philip, Scotney, Bryan and Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 (2019) An Efficient Rerouting Approach in Software Defined Networks. In: 2018 10th Computer Science and Electronic Engineering Conference, CEEC 2018 - Proceedings. The Institute of Electrical and Electronics Engineers (IEEE), GBR, pp. 148-153. ISBN 9781538672754

Biswas, Md Israfil, Morrow, Philip, Abu-Tair, Mamun, McClean, Sally, Scotney, Bryan and Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 (2019) A SDN-based On-Demand Path Provisioning Approach across Multi-domain Optical Networks. In: Proceedings - 20th International Conference on High Performance Computing and Communications, 16th International Conference on Smart City and 4th International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2018. The Institute of Electrical and Electronics Engineers (IEEE), GBR, pp. 903-908. ISBN 9781538666142

Brewer, Steve, Pearson, Simon, Bidaut, Luc, Frey, Jeremy G., Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Zisman, Andrea (2019) The Internet of Food Things:Adding value to the digitalisation of the UK food supply chain. In: Living in the Internet of Things, IoT 2019, 2019-05-01 - 2019-05-02.

Cao, Yue, Wang, Ning, Wu, Celimuge, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607 and Suthaputchakun, Chakkaphong (2019) Enhancing video QoE over high-speed train using segment-based prefetching and caching. IEEE MultiMedia, 26 (4). pp. 55-66. ISSN 1070-986X

Cao, Yue, Wu, Celimuge, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Liu, William, Peng, Linyu and Khalid, Muhammad (2019) MEGEE:Mobile Edge computer Geared v2x for E-mobility Ecosystem. In: 2019 IEEE Wireless Communications and Networking Conference, WCNC 2019. IEEE Wireless Communications and Networking Conference, WCNC . The Institute of Electrical and Electronics Engineers (IEEE), MAR. ISBN 9781538676462

Chan, Tsung-Yen, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Tseng, Yu-Chee and Chen, Jyh-Cheng (2019) Multi-slot allocation protocols for massive IoT devices with small-size uploading data. IEEE Wireless Communications Letters, 8 (2). pp. 448-451. ISSN 2162-2337

Chen, Yuling, Hao, Xiaohan, Ren, Wei and Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 (2019) Traceable and authenticated key negotiations via blockchain for vehicular communications. Mobile Information Systems, 2019. ISSN 1574-017X

Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579, Callaghan, Vic and Allouch, Somaya Ben (2019) The Internet of Things: Reflections on the past, present and future from a user centered and smart environment perspective. Journal of Ambient Intelligence and Smart Environments, 11 (1). pp. 45-69. ISSN 1876-1364

Dau, Hoang Anh, Bagnall, Anthony, Kamgar, Kaveh, Yeh, Chin-Chia Michael, Zhu, Yan, Gharghabi, Shaghayegh, Ratanamahatan, Chotirat Ann and Keogh, Eamonn (2019) The UCR Time Series Archive. IEEE/CAA Journal of Automatica Sinica, 6 (6). pp. 1293-1305. ISSN 2329-9266

Edo-Osagie, Oduwa, De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, Lake, Iain ORCID: https://orcid.org/0000-0003-4407-5357 and Edeghere, Obaghe (2019) Deep Learning for Relevance Filtering in Syndromic Surveillance: A Case Study in Asthma/Difficulty Breathing. In: International Conference on Pattern Recognition Applications and Methods 2019, 2019-02-19 - 2019-02-21.

Edo-Osagie, Oduwa, Smith, Gillian, Lake, Iain ORCID: https://orcid.org/0000-0003-4407-5357, Edeghere, Obaghe and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2019) Twitter mining using semi-supervised classification for relevance filtering in syndromic surveillance. PLoS One, 14 (7). ISSN 1932-6203

Edo-Osagie, Osagioduwa and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2019) Attention-Based Recurrent Neural Networks (RNNs) for Short Text Classification: An Application in Public Health Monitoring. In: International Work-Conference on Artificial Neural Networks, 2019-06-12 - 2019-06-14.

Farooq, Adnan, Ahmed, Qasim Zeeshan, Khan, Faheem and Alade, Temitope (2019) Indoor two way ranging using mm-wave for future wireless networks. In: UNSPECIFIED.

Flynn, Michael and Bagnall, Anthony (2019) Classifying Flies Based on Reconstructed Audio Signals. In: 20th International Conference on Intelligent Data Engineering and Automated Learning. Lecture Notes in Computer Science . Springer, pp. 249-258. ISBN 978-3-030-33616-5

Flynn, Michael, Large, James and Bagnall, Anthony (2019) The Contract Random Interval Spectral Ensemble (c-RISE): The Effect of Contracting a Classifier on Accuracy. In: International Conference on Hybrid Artificial Intelligence Systems. Lecture Notes in Computer Science . Springer, pp. 381-392. ISBN 978-3-030-29858-6

Gitsels, Lisanne, Kulinskaya, Elena and Wright, Nigel (2019) How medical advances and health interventions will shape future longevity. British Actuarial Journal, 24. pp. 1-17. ISSN 2044-0456

Gitsels, Lisanne, Kulinskaya, Elena and Wright, Nigel (2019) How medical advances and health interventions will shape future longevity ‐ Abstract of the Edinburgh Discussion. British Actuarial Journal, 24. ISSN 2044-0456

Gitsels, Lisanne A., Kulinskaya, Elena, Bakbergenuly, Ilyas and Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X (2019) Optimal SBP targets in routine clinical care. Journal of Hypertension, 37 (4). 837–843. ISSN 0263-6352

Guijo-Rubio, David, Gutiérrez, Pedro A., Tavenard, Romain and Bagnall, Anthony (2019) A hybrid approach to classification with shapelets. In: 20th International Conference on Intelligent Data Engineering and Automated Learning. Lecture Notes in Computer Science . Springer, pp. 137-144. ISBN 978-3-030-33606-6

Huber, Katharina, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2019) Hierarchies from lowest stable ancestors in nonbinary phylogenetic networks. Journal of Classification, 36 (2). pp. 200-231. ISSN 0176-4268

Irfan, Muhammad, Saad, Nordin, Ali, Ansar, Kumar, K. Vinoth, Sheikh, M. Aman and Awais, M. ORCID: https://orcid.org/0000-0001-6421-9245 (2019) A Condition Monitoring System for the Analysis of Bearing Distributed Faults. In: 2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON). The Institute of Electrical and Electronics Engineers (IEEE). ISBN 9781728138855

Irfan, Muhammad, Saad, Nordin, Alwadie, Abdullah, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Sheikh, M. Aman, Glowacz, Adam and Kumar, V. (2019) An automated feature extraction algorithm for diagnosis of gear faults. Journal of Failure Analysis and Prevention, 19. 98–105. ISSN 1547-7029

Janssen, Remie, Jones, Mark, Kelk, Steven, Stamoulis, Georgios and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2019) Treewidth of display graphs: bounds, brambles and applications. Journal of Graph Algorithms and Applications, 23 (4). pp. 715-743. ISSN 1526-1719

Koricheva, Julia and Kulinskaya, Elena (2019) Temporal instability of evidence base: A threat to policy making? Trends in Ecology and Evolution, 34 (10). pp. 895-902. ISSN 0169-5347

Large, James and Bagnall, Anthony (2019) Mixing hetero- and homogeneous models in weighted ensembles. In: 20th International Conference on Intelligent Data Engineering and Automated Learning. Lecture Notes in Computer Science . Springer, pp. 129-136. ISBN 978-3-030-33606-6

Large, James, Bagnall, Anthony, Malinowski, Simon and Tavenard, Romain (2019) On time series classification with dictionary-based classifiers. Intelligent Data Analysis, 23 (5). pp. 1073-1089. ISSN 1088-467X

Large, James, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Bagnall, Anthony (2019) A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates. Data Mining and Knowledge Discovery, 33 (6). pp. 1674-1709. ISSN 1384-5810

Large, James, Southam, Paul and Bagnall, Anthony (2019) Can Automated Smoothing Significantly Improve Benchmark Time Series Classification Algorithms? In: International Conference on Hybrid Artificial Intelligence Systems. Lecture Notes in Computer Science . Springer, pp. 50-60. ISBN 978-3-030-29858-6

Lee, Karen J. I., Bushell, Claire, Koide, Yohei, Fozard, John A., Piao, Chunlan, Yu, Man, Newman, Jacob, Whitewoods, Christopher, Avondo, Jerome, Kennaway, Richard, Marée, Athanasius F. M., Cui, Minlong and Coen, Enrico (2019) Shaping of a three-dimensional carnivorous trap through modulation of a planar growth mechanism. PLoS Biology, 17 (10). ISSN 1545-7885

Lee, Tsu Kuang, Chen, Chih Chieh, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Lin, Cheng Kuan and Tseng, Yu Chee (2019) ID-Free multigroup cardinality estimation for massive RFID Tags in IoT. In: Proceedings - 2019 IEEE VTS Asia Pacific Wireless Communications Symposium, APWCS 2019. Proceedings - 2019 IEEE VTS Asia Pacific Wireless Communications Symposium, APWCS 2019 . The Institute of Electrical and Electronics Engineers (IEEE), SGP. ISBN 9781728112046

Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 and Grzes, Marek (2019) Relating RNN layers with the spectral WFA ranks in sequence modelling. In: UNSPECIFIED.

Ma, Liangli, Guo, Jinyi, Ren, Wei, Ren, Edwin ORCID: https://orcid.org/0000-0001-7423-6719, Wang, Lizhe, Choo, Kim-Kwang Raymond and Xhafa, Fatos (2019) A watermark-based in situ access-control model for image big data. In: Security and Privacy for Big Data, Cloud Computing and Applications. Institution of Engineering and Technology, pp. 67-87. ISBN 9781785617478

Middlehurst, Matthew, Vickers, William and Bagnall, Anthony (2019) Scalable Dictionary Classifiers for Time Series Classification. In: 20th International Conference on Intelligent Data Engineering and Automated Learning. Lecture Notes in Computer Science . Springer, pp. 11-19. ISBN 978-3-030-33606-6

Newman, Jacob, Phillips, John and Cox, Stephen (2019) CAVA: A System for Identifying Nystagmus. In: IEEE Conference on Biomedical and Health Informatics 2019. UNSPECIFIED.

Newman, Jacob L., Phillips, John S., Cox, Stephen J., Fitzgerald, John and Bath, Andrew (2019) Automatic nystagmus detection and quantification in long-term continuous eye-movement data. Computers in Biology and Medicine, 114. ISSN 0010-4825

Oastler, George and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2019) A Significantly Faster Elastic-Ensemble for Time-Series Classification. In: Intelligent Data Engineering and Automated Learning – IDEAL 2019. Proceedings of the 20th International Conference on Intelligent Data Engineering and Automated Learning . Springer, pp. 446-453. ISBN 978-3-030-33606-6

Pearson, Simon, May, David, Leontidis, Georgios, Swainson, Mark, Brewer, Steve, Bidaut, Luc, Freyd, Jeremy G., Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, Maull, Roger and Zisman, Andrea (2019) Are Distributed Ledger Technologies the panacea for food traceability? Global Food Security-Agriculture Policy Economics and Environment, 20. pp. 145-149. ISSN 2211-9124

Phillips, John S., Newman, Jacob L. and Cox, Stephen J. (2019) An investigation into the diagnostic accuracy, reliability, acceptability and safety of a novel device for Continuous Ambulatory Vestibular Assessment (CAVA). Scientific Reports, 9. ISSN 2045-2322

Raza, M., Awais, M. ORCID: https://orcid.org/0000-0001-6421-9245, Ellahi, W., Aslam, N., Nguyen, H. X. and Le-Minh, H. (2019) Diagnosis and monitoring of Alzheimer's patients using classical and deep learning techniques. Expert Systems with Applications, 136. pp. 353-364. ISSN 0957-4174

Shoemark, Philippa, Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619, Nguyen, Dong, Hale, Scott A. and McGillivray, Barbara (2019) Room to Glo:A systematic comparison of semantic change detection approaches with word embeddings. In: EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, CHN, pp. 66-76. ISBN 9781950737901

Thangthai, Ausdang, Milner, Ben and Taylor, Sarah (2019) Synthesising visual speech using dynamic visemes and deep learning architectures. Computer Speech and Language, 55. pp. 101-119. ISSN 0885-2308

Vickers, William and Milner, Ben (2019) Reducing processing requirements for right whale detection from autonomous surface vehicles. In: UNSPECIFIED.

Vickers, William, Milner, Ben, Lee, Robert and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2019) A comparison of machine learning methods for detecting right whales from autonomous surface vehicles. In: UNSPECIFIED.

Vickers, William, Milner, Ben, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Lee, Robert (2019) Detecting right whales from autonomous surface vehicles using RNNs and CNNs. In: UNSPECIFIED.

Wessels, Pieter, Moran, Nick, Johnston, Ali and Wang, Wenjia (2019) Hybrid expert ensembles for identifying unreliable data in citizen science. Engineering Applications of Artificial Intelligence, 81. pp. 200-212. ISSN 0952-1976

Zhang, Yaocheng, Ren, Wei, Zhu, Tianqing and Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 (2019) SaaS: A situational awareness and analysis system for massive android malware detection. Future Generation Computer Systems, 95. pp. 548-559. ISSN 0167-739X

Zheng, Rongyue, Jiang, Jianlin, Hao, Xiaohan, Ren, Wei, Xiong, Feng and Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 (2019) BcBIM: A blockchain-based big data model for BIM modification audit and provenance in mobile cloud. Mathematical Problems in Engineering, 2019. ISSN 1024-123X