Items where Research Group is "Data Science and AI

Article

Alahamade, Wedad, Lake, Iain ORCID: https://orcid.org/0000-0003-4407-5357, Reeves, Claire E. ORCID: https://orcid.org/0000-0003-4071-1926 and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2022) A multi-variate time series clustering approach based on intermediate fusion: A case study in air pollution data imputation. Neurocomputing, 490. pp. 229-245. ISSN 0925-2312

Alkhudaydi, Tahani and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2022) Counting spikelets from infield wheat crop images using fully convolutional networks. Neural Computing and Applications, 34 (20). 17539–17560. ISSN 0941-0643

Almasabi, Saleh, Alsuwian, Turki, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Irfan, Muhammad, Jalalah, Mohammed, Aljafari, Belqasem and Harraz, Farid A. (2022) False data injection detection for phasor measurement units. Sensors, 22 (9). ISSN 1424-8220

Alsareii, Saeed Ali, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Alamri, Abdulrahman Manaa, Alasmari, Mansour, Irfan, Muhammad, Aslam, Nauman and Raza, Mohsin (2022) Physical activity monitoring and classification using machine learning techniques. Life, 12 (8). ISSN 2075-1729

Alsareii, Saeed Ali, Raza, Mohsin, Alamri, Abdulrahman Manaa, Alasmari, Mansour Yousef, Irfan, Muhammad, Khan, Umar and Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245 (2022) Machine learning and internet of things enabled monitoring of post-surgery patients: A pilot study. Sensors, 22 (4). ISSN 1424-8220

Alsareii, Saeed Ali, Shaf, Ahmad, Ali, Tariq, Zafar, Maryam, Alamri, Abdulrahman Manaa, Alasmari, Mansour, Irfan, Muhammad and Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245 (2022) IoT framework for a decision-making system of obesity and overweight extrapolation among children, youths, and adults. Life, 12 (9). ISSN 2075-1729

Alyahyan, Saleh and Wang, Wenjia (2022) Decision level ensemble method for classifying multi-media data. Wireless Networks, 28 (3). 1219–1227. ISSN 1022-0038

Ben Brahim, Ghassen, Mohammad, Nazeeruddin, El-Hajj, Wassim, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Scotney, Bryan (2022) Performance evaluation and comparison study of adaptive MANET service location and discovery protocols for highly dynamic environments. EURASIP Journal on Wireless Communications and Networking, 2022. ISSN 1687-1472

Chutoo, Padma, Kulinskaya, Elena, Bakbergenuly, Ilyas, Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X, Pchejetski, Dmitri and Brown, Bradley (2022) Long term survival after a first transient ischaemic attack in England: A retrospective matched cohort study. Journal of Stroke & Cerebrovascular Diseases, 31 (9). ISSN 1052-3057

Fearne, Andrew ORCID: https://orcid.org/0000-0003-4910-046X, Borzino, Natalia, De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, Moffatt, Peter and Robbins, Margaret (2022) Using supermarket loyalty card data to measure the differential impact of the UK soft drink sugar tax on buyer behaviour. Journal of Agricultural Economics, 73 (2). pp. 321-337. ISSN 0021-857X

Khampuengson, Thakolpat and Wang, Wenjia (2022) Deep reinforcement learning ensemble for detecting anomaly in telemetry water level data. Water, 14 (16). ISSN 2073-4441

Luo, Yimin, Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, O'Brien, Hugh, Jiang, Kui, Kohli, Vikram, Maidelin, Sesilia, Deng, Emily, Pushparajah, Kuberan and Rhode, Kawal S. (2022) Edge-enhancement densenet for X-ray fluoroscopy image denoising in cardiac electrophysiology procedures. Medical Physics, 49 (2). pp. 1262-1275. ISSN 0094-2405

Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Zhou, DiWei, Ye, Lei, Housden, R. James, Fazili, Ansab and Rhode, Kawal S. (2022) A tensor-based catheter and wire detection and tracking framework and its clinical applications. IEEE Transactions on Biomedical Engineering, 69 (2). pp. 635-644. ISSN 0018-9294

Melvin, Clare L. ORCID: https://orcid.org/0000-0001-5621-3417, Barnoux, Magali, Alexander, Regi, Roy, Ashok, Devapriam, John, Blair, Robert, Tromans, Samuel Joseph, Shepstone, Lee and Langdon, Peter E. ORCID: https://orcid.org/0000-0002-7745-1825 (2022) A systematic review of in-patient psychiatric care for people with intellectual disabilities and/or autism: effectiveness, patient safety and experience. BJPsych Open, 8 (6). ISSN 2056-4724

Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2022) Posets and spaces of k-noncrossing RNA structures. SIAM Journal on Discrete Mathematics, 36 (3). pp. 1586-1611. ISSN 0895-4801

Newman, Jacob L., Phillips, John S. and Cox, Stephen J. (2022) Reconstructing animated eye movements from electrooculography data to aid the diagnosis of vestibular disorders. International Journal of Audiology, 61 (1). pp. 78-83. ISSN 1499-2027

Okogbaa, Fred Chimzi, Ahmed, Qasim Zeeshan, Khan, Fahd Ahmed, Abbas, Waqas Bin, Che, Fuhu, Zaidi, Syed Ali Raza and Alade, Temitope (2022) Design and application of intelligent reflecting surface (IRS) for beyond 5G wireless networks: A review. Sensors, 22 (7). ISSN 1424-8220

Stanyer, Emily C., Baniqued, Paul Dominick E., Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Kouara, Layla, Davies, Andrew G., Killan, Edward C. and Mushtaq, Faisal (2022) The impact of acoustic stimulation during sleep on memory and sleep architecture: A meta‐analysis. Journal of Sleep Research, 31 (3). ISSN 0962-1105

Wang, Cheng ORCID: https://orcid.org/0000-0003-4711-4534, Jiang, Caigui, Tellier, Xavier, Wallner, Johannes and Pottmann, Helmut (2022) Planar panels and planar supporting beams in architectural structures. ACM Transactions on Graphics, 42 (2). ISSN 0730-0301

Wood, Justin and Wang, Wenjia (2022) Creating Variant Features to Enhance Covid-19 Predictions with Machine Learning Ensemble.

Xu, Junlin, Cui, Lingyu, Zhuang, Jujuan, Meng, Yajie, Bing, Pingping, He, Binsheng, Tian, Geng, Pui, Choi Kwok, Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001, Wang, Bing and Yang, Jialiang (2022) Evaluating the performance of dropout imputation and clustering methods for single-cell RNA sequencing data. Computers in Biology and Medicine, 146. ISSN 0010-4825

Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Xia, Xu, Liu, Shuohan, Cao, Yue, Li, June and Guo, Weisi (2022) An integrated framework on autonomous-EV charging and autonomous valet parking (AVP) management system. IEEE Transactions on Transportation Electrification, 8 (2). pp. 2836-2852. ISSN 2332-7782

Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Yuan, Fang, Cao, Yue and Liu, Shuohan (2022) Reservation enhanced autonomous valet parking concerning practicality issues. IEEE Systems Journal, 16 (1). pp. 351-361. ISSN 1932-8184

Book Section

Bucur, Ana-Maria, Jang, Hyewon and Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 (2022) Capturing Changes in Mood Over Time in Longitudinal Data Using Ensemble Methodologies. In: Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology. Association for Computational Linguistics, pp. 205-212. ISBN 9781955917872

Cui, Jixing, Liu, Shuohan, Cao, Yue, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Zhou, Huan and Ren, Xuefeng (2022) A Hybrid Electric Vehicle Energy Supply System via Direct and Asynchronous V2V Charging Modes. In: 2022 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022 - Proceedings. Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics . The Institute of Electrical and Electronics Engineers (IEEE), CZE, pp. 2056-2061. ISBN 9781665452588

De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, Nawongs, Kathapet, Dainty, Jack R. ORCID: https://orcid.org/0000-0002-0056-1233 and Macgregor, Alexander ORCID: https://orcid.org/0000-0003-2163-2325 (2022) The use of clustering to understand disease progression in Rheumatoid Arthritis. In: IEEE MetroXRAINE 2022. 2022 IEEE International Workshop on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2022 - Proceedings . The Institute of Electrical and Electronics Engineers (IEEE), Rome, pp. 444-448. ISBN 978-1-6654-8573-9

Eze, Onyedikachi, Guile, Geoffrey and Wang, Wenjia (2022) Detecting the Faults of Subsea Power Cables of Wind Farms with Boosting Ensemble Methods. In: Proceedings of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). ICECCME, pp. 2492-2497.

Haider, Imran, Raza, Mohsin, Ali, Kamran, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Paranthaman, Vishnu V. and Mirza, Muhammad Y. M. (2022) Emergency Device-to-Device Communication:Applicability, Case Studies and Interference Mitigation. In: Interference Mitigation in Device‐to‐Device Communications. Wiley, pp. 149-166. ISBN 9781119788829

Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 (2022) Challenges of Enforcing Regulations in Artificial Intelligence Act:Analyzing Quantity Requirement in Data and Data Governance. In: Proceedings of the 2022 1st International Workshop on Imagining the AI Landscape After the AI Act. CEUR-WS.

Mock, Thomas ORCID: https://orcid.org/0000-0001-9604-0362, Hodgkinson, Kat, Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001, Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, Duncan, Anthony, Oosterhout, Cock van ORCID: https://orcid.org/0000-0002-5653-738X and Pichler, Monica (2022) Structure and Evolution of Diatom Nuclear Genes and Genomes. In: The Molecular Life of Diatoms. Springer, pp. 111-145. ISBN 9783030924980

Pearson, Connor, De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 and Sami, Saber (2022) Detecting Cognitive Decline Using a Novel Doodle-Based Neural Network. In: 2022 IEEE International Workshop on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2022 - Proceedings. 2022 IEEE International Workshop on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2022 - Proceedings . The Institute of Electrical and Electronics Engineers (IEEE), ITA, pp. 99-103. ISBN 9781665485746

Tan, Fiona Anting, Hettiarachchi, Hansi, Hürriyetoğlu, Ali, Caselli, Tommaso, Uca, Onur, Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 and Oostdijk, Nelleke (2022) Event Causality Identification with Causal News Corpus - Shared Task 3, CASE 2022. In: CASE 2022 - 5th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, Proceedings of the Workshop. CASE 2022 - 5th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, Proceedings of the Workshop . Association for Computational Linguistics (ACL), ARE, 195 - 208. ISBN 9781959429050

Tan, Fiona Anting, Hürriyetoğlu, Ali, Caselli, Tommaso, Oostdijk, Nelleke, Nomoto, Tadashi, Hettiarachchi, Hansi, Ameer, Iqra, Uca, Onur, Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 and Hu, Tiancheng (2022) The Causal News Corpus: Annotating causal relations in event sentences from news. In: Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022). European Language Resources Association (ELRA), FRA, 2298–2310.

Conference or Workshop Item

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 and Oastler, George (2022) TS-QUAD: A Smaller Elastic Ensemble For Time Series Classification. In: 3rd International Conference on Pattern Recognition and Artificial Intelligence, 2022-06-01 - 2022-06-03, Campus des Cordeliers.

Milner, Ben, Wang, Wenjia, Websdale, Danny, Gutierrez, Francisco and Dowdeswell, Richard (2022) The Potential of Artificial Intelligence in Phase-Measuring Bathymetric Sonar Data Processing. In: Mediterranean and Black Sea Hydrographic Conference No 23, 2022-03-29 - 2022-04-01.

Newman, Jacob (2022) Optimising HPC Workflows: Three case studies from a Research Software Engineer’s perspective. In: Computing Insight UK 2022, 2022-12-01 - 2022-12-02, Manchester Central Convention Complex.

Newman, Jacob, Cox, Stephen and Phillips, John (2022) The Suitability of the CAVA Device as an Ambulatory Monitor for Detecting Dizziness. In: XXXI Bárány Society Meeting, 2022-05-09 - 2022-05-11, Meliá Castilla Hotel.

Newman, Jacob, Cox, Stephen and Phillips, John (2022) Using the CAVA Device to Assess Patients with Menieres Disease. In: XXXI Bárány Society Meeting, 2022-05-09 - 2022-05-11, Meliá Castilla Hotel.