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Article

Chen, Xiang, Qing, Linbo, He, Xiaohai, Su, Jie and Peng, Yonghong (2018) From Eyes to Face synthesis: a new approach for human-centered smart surveillance. IEEE Access, 6 (99). 14567 -14575. ISSN 2169-3536

Cheng, Yongqiang, Ding, Xintao, Luo, Yonglong, Li, Qingde and Gope, Prosanta (2022) Consensus Adversarial Defense Method Based on Augmented Examples. Transactions on Industrial Informatics. pp. 984-994. ISSN 1941-0050

Cucurull-Sanchez, Lourdes, Chappell, Michael J., Chelliah, Vijayalakshmi, Amy Cheung, S. Y., Derks, Gianne, Penney, Mark, Phipps, Alex, Malik-Sheriff, Rahuman S., Timmis, Jonathan, Tindall, Marcus J., van der Graaf, Piet H., Vicini, Paolo and Yates, James W. T. (2019) Best Practices to Maximize the Use and Reuse of Quantitative and Systems Pharmacology Models: Recommendations From the United Kingdom Quantitative and Systems Pharmacology Network. CPT: Pharmacometrics & Systems Pharmacology, 8 (5). pp. 259-272.

Danso, Samuel O, Zeng, Zhanhang, Muniz-Terrera, Graciela and Ritchie, Craig W (2021) Developing an explainable machine learning-based personalised dementia risk prediction model: A transfer learning approach with ensemble learning algorithms. Frontiers in big Data, 4. p. 613047. ISSN 2624-909X

Ding, Xintao, Luo, Yonglong, Jie, Biao, Li, Qingde and Cheng, Yongqiang (2024) Using outlier elimination to assess learning-based correspondence matching methods. Information Sciences, 659. ISSN 0020-0255

Huang, Chenxi, Lan, Yisha, Liu, Yuchen, Zhou, Wen, Pei, Hongbin, Yang, Longzhi, Cheng, Yongqiang, Hao, Yongtao and Peng, Yonghong (2018) A New Dynamic Path Planning Approach for Unmanned Aerial Vehicles. Complexity, 2018. pp. 1-17. ISSN 1076-2787

Huang, Chenxi, Shan, Xiaoying, Lan, Yisha, Liu, Lu, Cai, Haidong, Che, Wenliang, Hao, Yongtao, Cheng, Yongqiang and Peng, Yonghong (2018) A Hybrid Active Contour Segmentation Method for Myocardial D-SPECT Images. IEEE Access, 6. pp. 39334-39343. ISSN 2169-3536

Huang, Chenxi, Xie, Yuan, Lan, Yisha, Hao, Yongtao, Chen, Fei, Cheng, Yongqiang and Peng, Yonghong (2018) A New Framework for the Integrative Analytics of Intravascular Ultrasound and Optical Coherence Tomography Images. IEEE Access, 6. pp. 36408-36419. ISSN 2169-3536

Huang, Chenxi, Zhou, Wen, Lan, Yisha, Chen, Fei, Hao, Yongtao, Cheng, Yongqiang and Peng, Yonghong (2018) A Novel WebVR-Based Lightweight Framework for Virtual Visualization of Blood Vasculum. IEEE Access, 6. pp. 27726-27735. ISSN 2169-3536

MacFarlane, Kate and Holmes, Violeta (2009) Agent-Mediated Information Exchange Child Safety Online. Agent-Mediated Information Exchange: Child Safety Online.

McGarry, Kenneth (2023) Analyzing Social Media Data using Sentiment Mining and Bi-gram Analysis for the Recommendation of YouTube Videos. Information, 14 (7). ISSN E2078-2489

McGarry, Kenneth (2018) Perforated diverticulitis: To anastomose or not to anastomose? A systematic review and meta-analysis. International Journal of Surgery, 58. pp. 11-21. ISSN 1743-9191

McGarry, Kenneth, Ashton, Mark, Gong, Yu and Hosny, Amer (2020) The development of a predictive model to identify potential HIV-1 attachment inhibitors. Computers in Biology and Medicine. ISSN 0010-4825

McGarry, Kenneth, Graham, Yitka, McDonald, Sharon and Rashid, Anuam (2018) RESKO: Repositioning drugs by using side effects and knowledge from ontologies. Knowledge-Based Systems, 160. pp. 34-48. ISSN 0950-7051

McGarry, Kenneth and Mcdonald, Sharon (2018) Complex network theory for the identification and assessment of candidate protein targets. Computers in Biology and Medicine, 97. pp. 113-123. ISSN 0010-4825

McGarry, Kenneth, Nelson, David and Ashton, Mark (2020) A method to explore the connectivity patterns of proteins and drugs for identifying disease communities. SN Computer Science, 137. ISSN 2661-8907

Modu, Babagana, Polovina, Nereida, Lan, Yang, Konur, Savas, Asyhari, A Taufiq and Peng, Yonghong (2017) Towards a Predictive Analytics-Based Intelligent Malaria Outbreak Warning System. Applied Sciences, 7 (8). p. 836. ISSN 2076-3417

Patel, Amisha, Harker, Nicola, Moreira-Santos, Lara, Ferreira, Manuela, Alden, Keiran, Timmis, Jonathan, Foster, Katie, Garefalaki, Anna, Pachnis, Vassilis, Andrews, Paul, Enomoto, Hideki, Milbrandt, Jeffrey and Veiga-Fernandes, Henrique (2012) Differential RET signaling pathways drive development of the enteric lymphoid and nervous systems. Science signaling, 5 (235). ISSN 1945-0877

Price, John and Hall, Lee (2019) Telling Tales Together: creating good collaborations between journalism and computing students. Journalism Education, 8 (1). pp. 6-16. ISSN 2050-3903

Quintero, Paulo, Benoit, David, Yongqiang, Cheng, Moore, Craig and Beavis, Andrew (2023) Evaluation of the dataset quality in gamma passing rate predictions using machine learning methods. British Journal of Radiology, 96 (1147). ISSN 0007-1285

Ribba, B., Grimm, H. P., Agoram, B., Davies, M. R., Gadkar, K., Niederer, S., van Riel, N., Timmis, Jonathan and van der Graaf, P. H. (2017) Methodologies for Quantitative Systems Pharmacology (QSP) Models: Design and Estimation. CPT: pharmacometrics & systems pharmacology.

Ritchie, Craig W, Wells, Katie, Gregory, Sarah, Carriere, Isabelle, Danso, Samuel O, Driscoll, David, Dounavi, Maria-Eleni, Hillary, Robert, Koychev, Ivan and Lawlor, Brian (2023) The PREVENT Dementia programme: Baseline demographic, lifestyle, imaging and cognitive data from a midlife cohort study investigating risk factors for dementia. medRxiv.

Robson, Adam, Mistry, Kamlesh and Woo, Wai Lok (2023) A Novel Group-Based Firefly Algorithm with Adaptive Intensity Behaviour. Proceedings of the 15th International Conference on Agents and Artificial Intelligence (ICAART 2023), 1. pp. 233-239. ISSN 9789897586231

Robson, Adam and Zhang, Li (2018) Intelligent Facial Expression Recognition Using Particle Swarm Optimization Based Feature Selection. 2018 IEEE Symposium Series on Computational Intelligence (SSCI).

Su, Jie, Qing, Linbo, He, Xiaohai, Zhang, Hang, Zhou, Jing and Peng, Yonghong (2018) A New Regularized Matrix Discriminant Analysis (R-MDA) Enabled Human-Centered EEG Monitoring Systems. IEEE Access (99). p. 1. ISSN 2169-3536

Taha, Ahmad, Barakat, Basel, Taha, Mohammad M. A., Shawky, Mahmoud A., Lai, Chun Sing, Hussain, Sajjad, Abideen, Muhammad Zainul and Abbasi, Qammer H. (2023) A Comparative Study of Single and Multi-Stage Forecasting Algorithms for the Prediction of Electricity Consumption Using a UK-National Health Service (NHS) Hospital Dataset. Future Internet, 15 (4). p. 134. ISSN 1999-5903

Than, Junpeng, Yang, Zhijing, Ren, Jinchang, Wang, Bing, Cheng, Yongqiang and Ling, Wing-Kuen (2021) A Novel Robust Low-rank Multi-view Diversity Optimization Model with Adaptive-Weighting Based Manifold Learning. Pattern Recognition, 122. ISSN 0031-3203

Timmis, Jonathan, Alden, K, Andrews, P, Clark, E, Nellis, A, Naylor, B, Coles, M and Kaye, P (2016) Building confidence in quantitative systems pharmacology models: An engineer's guide to exploring the rationale in model design and development. CPT: Pharmacometrics & Systems Pharmacology. ISSN 2163-8306

Wang, Shihui, Zhang, Qijian, Huang, Weihong, Tian, Hanzhang, Hu, Jianzhong, Cheng, Yongqiang and Peng, Yonghong (2018) A New Smart Mobile System for Chronic Wound Care Management. IEEE Access, 6. pp. 52355-52365. ISSN 2169-3536

Xue, Dongfei, Wang, Xiaonian, Zhu, Jin, Davis, Darryl, Wang, Bing, Zhao, Wenbing, Peng, Yonghong and Cheng, Yongqiang (2018) An Adaptive Ensemble Approach to Ambient Intelligence Assisted People Search. Applied System Innovation, 1 (3). p. 33. ISSN 2571-5577

Yang, Dong, Cheng, Yongqiang, Zhu, Jin, Xue, Dongfei, Abt, Grant, Ye, Hangyang and Peng, Yonghong (2018) A Novel Adaptive Spectrum Noise Cancellation Approach for Enhancing Heartbeat Rate Monitoring in a Wearable Device. IEEE Access, 6. pp. 8364-8375. ISSN 2169-3536

Yang, Jia, He, Xiaohai, Qing, Linbo, Xiong, Shuhua and Peng, Yonghong (2018) A New Progressively Refined Wyner-Ziv Video Coding for Low-Power Human-Centered Telehealth. IEEE Access, 6. pp. 38315-38325. ISSN 2169-3536

Yang, Zhijing, Lai, Shujian, Hong, Xiaobin, Shi, Yukai, Cheng, Yongqiang and Qing, Chunmei (2022) DFAEN: Double-order knowledge fusion and attentional encoding network for texture recognition. Expert Systems with Applications, 209. ISSN 0957-4174

Zhang, Chengwen, Li, Zengcheng, Li, Tang, Han, Yunan, Wei, Cuicui, Cheng, Yongqiang and Peng, Yonghong (2018) P-CSREC: A New Approach for Personalized Cloud Service Recommendation. IEEE Access, 6. pp. 35946-35956. ISSN 2169-3536

Zuo, Zheming, Yang, Longzhi, Peng, Yonghong, Chao, Fei and Qu, Yanpeng (2018) Gaze-Informed Egocentric Action Recognition for Memory Aid Systems. IEEE Access (99). p. 1. ISSN 2169-3536

van Schaik, Paul, Peng, Yonghong, Ojelabi, Adedokun and Ling, Jonathan (2019) Explainable statistical learning in public health for policy development: the case of real-world suicide data. BMC Medical Research Methodology, 19 (1). ISSN 1471-2288

Book Section

Danso, Samuel O and Luo, Zeqi (2024) Exploring Risk Factor Interactions across the Development Stages of Dementia using an Explainable Machine Learning Model. In: 2024 29th International Conference on Automation and Computing. IEEE. (In Press)

Danso, Samuel O, Prattipati, Sindhu, Alqatawneh, Ibrahim and Ntailianis, Georgios (2024) Exploration of Machine Learning and Deep Learning Architectures for Dementia Risk Prediction Based on ATN Framework. In: 2024 29th International Conference on Automation and Computing. IEEE. (In Press)

Gajbhiye, Amit, Jaf, Sardar, Al-Moubayed, Noura and Bradley, Steven (2018) CAM: A Combined Attention Model for Natural Language Inference. In: Proceedings 2018 IEEE International Conference on Big Data. IEEE, Seattle, USA, pp. 1009-1019. ISBN 9781538650349

Gajbhiye, Amit, Jaf, Sardar, Al-Moubayed, Noura, McGough, Stephen and Bradley, Steven (2018) An Exploration of Dropout with RNNs for Natural Language Inference. In: Artificial Neural Networks and Machine Learning – ICANN 2018. Springer Lecture Notes in Computer Science, III (11141). Springer, pp. 156-167. ISBN 9783030014247

MacFarlane, Kate and Holmes, Violeta (2017) Multi-agent System for Safeguarding Children Online. In: Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016. Lecture Notes in Networks and Systems, 16 (16). Springer International Publishing AG, pp. 228-242. ISBN 978-3-319-56994-9

McGarry, Kenneth (2022) Hidden Markov Models for Surprising Pattern Detection in Discrete Symbol Sequence Data. In: Artificial Intelligence XXXIX: 42nd SGAI International Conference on Artificial Intelligence, AI 2022, Cambridge, UK, December 13–15, 2022, Proceedings. Springer Nature, pp. 180-194. ISBN 978-3-031-21440-0

Prusakiewicz, Chris and McGarry, Kenneth (2023) Quantitative Approach of Geospatial Sentiment Analysis to Reveal Opinions on the War in Ukraine. In: Artificial Intelligence XL 43rd SGAI International Conference on Artificial Intelligence, AI 2023, Cambridge, UK, December 12–14, 2023, Proceedings. Lecture Notes in Computer Science . Springer Nature, pp. 293-306. ISBN 978-3-031-47993-9 (In Press)

Shaalan, Abdu, Baglee, David and Dixon, Derek (2024) Machine learning model for predictive maintenance of modern manufacturing assets. In: 2024 29th International Conference on Automation and Computing (ICAC). IEEE. (Submitted)

safina showkat, ara, John G, Breslin and subhasis, thakur (2019) Distributed ACO Based Reputation Management in Crowdsourcing. In: Internet and Distributed Computing Systems, IDCS 2019. Lecture Notes in Computer Science (11874). springer, Cham. ISBN 978-3-030-34914-1

Conference or Workshop Item

Goh, Theng, Ho, Kah, Teow, Yeit and McGarry, Kenneth (2023) Influence of rGO/MWCNTs on antifouling properties of nanocomposite membrane: Statistical analysis. In: INTERNATIONAL CONFERENCE ON SUSTAINABLE ENGINEERING AND ADVANCED TECHNOLOGY: ICSEAT, 16–17 Jun 2022, Kota Damansara, Malaysia.

Hudson, Thomas and Jaf, Sardar (2018) On the Development of Large Scale Corpus for Native Language Identification. In: Proceedings of the 17th International Workshop on Treebanks and Linguistic Theories (TLT 2018), December 2018, Oslo, Norway.

Jaf, Sardar, Alabbas, Maytham and Khudeyer, Raidah S. (2018) Combining Machine Learning Classifiers for the Task of Arabic Characters Recognition. In: International Journal of Asian Language Processing, 2017, Malaysia.

Jaf, Sardar and Ramsay, Allan (2013) Towards the Development of a Hybrid Parser for Natural Languages. In: Jones, Andrew V. and Ng, Nicholas eds, OpenAccess Series in Informatics (OASIcs) 35: 2013 Imperial College Computing Student Workshop, London.

Kawi, Omar, Clawson, Kathy, Dunn, Paul, Knight, Daniel, Hodgson, Jonathan and Peng, Yonghong (2020) Medical Formulation Recognition (MFR) using Deep Feature Learning and One Class SVM. In: The International Joint Conference on Neural Networks (IJCNN), July 19-24, Glasgow, UK.

McGarry, Kenneth (2022) Graph theoretic and stochastic block models integrated with matrix factorization for community detection. In: The 21st UK Workshop on Computational Intelligence, 7 - 9 September 2022, University of Sheffield.. (In Press)

Medhat, Fady, Mohammadi, Mahnaz, Jaf, Sardar, Willcocks, G. Chris, Breckon, Toby, McGough, Stephen, Theodoropoulos, Georgios and Obara, Boguslaw (2018) TMIXT: A process flow for Transcribing MIXed Handwritten and Machine-printed Text. In: IEEE International Conference on Big Data, US.

Mohammadi, Mahnaz, Jaf, Sardar, McGough, Andrew Stephen, Breckon, Toby P., Matthews, Peter, Theodoropoulos, Georgios and Obara, Boguslaw (2019) On the Use of Neural Text Generation for the Task of Optical Character Recognition. In: 16th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2019, 3-7 Nov. 2019, Abu Dhabi - UAE.

Seedall, M, MacFarlane, Kate and Holmes, V (2019) SafeChat System with Natural Language Processing and Deep Neural Networks. In: EMIT 2019.

Victoria, Bradbury and Suzy, O'Hara (2016) Evaluating Art Hacking Events Through Practice. In: ISEA 2016 (International Symposium for Electronic Art), 16 - 22 May 2016, Hong Kong.

Vidler, Tony, McGarry, Kenneth and Baglee, David (2023) Text Mining Legal Documents for Clause Extraction. In: The 19th International Conference on Data Science (ICDATA'23), 24-27 Jul 2023, Las Vegas, USA.

Thesis

MacFarlane, Kate (2016) An Intelligent Multi-Agent System Approach to Automating Safety Features for On-Line Real Time Communications: Agent Mediated Information Exchange. Doctoral thesis, University of Huddersfield.