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 ORCID: https://orcid.org/0000-0002-9149-6181, 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 ORCID: https://orcid.org/0000-0002-9149-6181, 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. ORCID: https://orcid.org/0000-0002-9149-6181, 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. ORCID: https://orcid.org/0000-0002-9149-6181 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