Items where Research Group is "Data Science and AI

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Abbas, Waqas Bin, Che, Fuhu, Ahmed, Qasim Zeeshan, Khan, Fahd Ahmed and Alade, Temitope (2021) Device free detection in impulse radio ultrawide bandwidth systems. Sensors, 21 (9). ISSN 1424-8220

Ahmadzadeh, Sahar, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Zhao, Wanqing ORCID: https://orcid.org/0000-0001-6160-9547 (2021) A review on communication aspects of demand response management for future 5G IoT- based smart grids. IEEE Access, 9. pp. 77555-77571. ISSN 2169-3536

Alahamade, Wedad, Lake, Iain ORCID: https://orcid.org/0000-0003-4407-5357, Reeves, Claire ORCID: https://orcid.org/0000-0003-4071-1926 and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2021) Evaluation of multi-variate time series clustering for imputation of air pollution data. Geoscientific Instrumentation, Methods and Data Systems, 10. 265–285. ISSN 2193-0856

Ali, Kamran, Nguyen, Huan X., Vien, Quoc-Tuan, Shah, Purav, Raza, Mohsin, Paranthaman, Vishnu V., Er-Rahmadi, Btissam, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, ul Islam, Saif and Rodrigues, Joel J. P. C. (2021) Review and implementation of resilient public safety networks: 5G, IoT, and emerging technologies. IEEE Network, 35 (2). pp. 18-25. ISSN 0890-8044

Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Chiari, Lorenzo, Ihlen, Espen A. F., Helbostad, Jorunn L. and Palmerini, Luca (2021) Classical machine learning versus deep learning for the older adults free-living activity classification. Sensors, 21 (14). ISSN 1424-8220

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Baniqued, Paul Dominick E., Stanyer, Emily C., Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Alazmani, Ali, Jackson, Andrew E., Mon-Williams, Mark A., Mushtaq, Faisal and Holt, Raymond J. (2021) Brain–computer interface robotics for hand rehabilitation after stroke: A systematic review. Journal of NeuroEngineering and Rehabilitation, 18. ISSN 1743-0003

Berger Gillam, Tara, Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579, Cossey, Sarah, Culley, Kirsty, Davidson, Rosemary ORCID: https://orcid.org/0000-0002-6624-4011, Edwards, Dylan ORCID: https://orcid.org/0000-0002-3292-2064, Gharbi, Karim, Goodwin, Nick, Hall, Neil ORCID: https://orcid.org/0000-0003-2808-0009, Hitchcock, Mark, Jupp, Orla, Lipscombe, James, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, Shearer, Neil, Smith, Russell and Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X (2021) Phase 2 of the Norwich COVID-19 testing initiative: An evaluation. Journal of Public Health, 43 (4). e749–e750. ISSN 1741-3842

Berger Gillam, Tara, Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579, Gharbi, Karim, Hitchcock, Mark, Davidson, Rosemary ORCID: https://orcid.org/0000-0002-6624-4011, Shearer, Neil and Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X (2021) P54 Phase 2 of the Norwich COVID-19 testing initiative: an evaluation. In: UNSPECIFIED.

Berger Gillam, Tara, Cole, Jennifer, Gharbi, Karim, Angiolini, Emily, Barker, Tom, Bickerton, Peter, Brabbs, Thomas, Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579, Coen, Enrico, Cossey, Sarah, Davey, Robert P., Davidson, Rosemary ORCID: https://orcid.org/0000-0002-6624-4011, Durrant, Alex, Edwards, Dylan ORCID: https://orcid.org/0000-0002-3292-2064, Hall, Neil, Henderson, Suzanne, Hitchcock, Mark, Irish, Naomi, Lipscombe, James, Jones, Greg, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, Rushworth, Stuart, Shearer, Neil, Smith, Russell and Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X (2021) Norwich COVID-19 testing initiative pilot: evaluating the feasibility of asymptomatic testing on a university campus. Journal of Public Health, 43 (1). pp. 82-88. ISSN 1741-3842

Bogacz, Martyna, Hess, Stephane, Calastri, Chiara, Choudhury, Charisma F., Mushtaq, Faisal, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Nazemi, Mohsen, van Eggermond, Michael A. B. and Erath, Alexander (2021) Modelling risk perception using a dynamic hybrid choice model and brain-imaging data: An application to virtual reality cycling. Transportation Research Part C: Emerging Technologies, 133. ISSN 0968-090X

Bogacz, Martyna, Hess, Stephane, Choudhury, Charisma F., Calastri, Chiara, Mushtaq, Faisal, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Nazemi, Mohsen, van Eggermond, Michael A. B. and Erath, Alexander (2021) Cycling in virtual reality: Modelling behaviour in an immersive environment. Transportation Letters, 13 (8). pp. 608-622. ISSN 1942-7867

Brewer, Steve, Pearson, Simon, Maull, Roger, Godsiff, Phil, Frey, Jeremy G., Zisman, Andrea, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, McMillan, Andrew, Cameron, Sarah, Blackmore, Hannah, Manning, Louise and Bidaut, Luc (2021) A trust framework for digital food systems. Nature Food, 2 (8). pp. 543-545. ISSN 2662-1355

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Callaghan, V., Chin, J. ORCID: https://orcid.org/0000-0002-9398-5579, Doctor, F., Kymäläinen, T., Peña-Rios, A., Phengdy, C., Reyes-Munoz, A., Tisan, A., Wang, M., Wu, H. Y, Zamudio, V., Zhang, S. and Zheng, P. (2021) Journeys in the Age of Smart Cities:Some Fresh Perspectives. In: Handbook of Smart Cities. Springer, pp. 1571-1609. ISBN 978-3-030-15145-4

Cao, Yue, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Zhou, Bingpeng, Duan, Xuting, Tian, Daxin and Dai, Xuewu (2021) MEC intelligence driven electro-mobility management for battery switch service. IEEE Transactions on Intelligent Transportation Systems, 22 (7). pp. 4016-4029. ISSN 1524-9050

Chen, Zan, Guo, Wenlong, Feng, Yuanjing, Li, Yongqiang, Zhao, Changchen, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Shao, Ling (2021) Deep-learned regularization and proximal operator for image compressive sensing. IEEE Transactions on Image Processing, 30. pp. 7112-7126. ISSN 1057-7149

Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579, Tisan, Alin, Callaghan, Vic and Chik, David (2021) Smart-object based reasoning system for indoor acoustic profiling of elderly inhabitants. Electronics, 10 (12). ISSN 2079-9292

Choi, Kwok Pui, Kaur, Gursharn and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2021) On asymptotic joint distributions of cherries and pitchforks for random phylogenetic trees. Journal of Mathematical Biology, 83 (4). ISSN 0303-6812

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Daviaud, Laure, Jurdziński, Marcin, Lazić, Ranko, Mazowiecki, Filip, Pérez, Guillermo A. and Worrell, James (2021) When are emptiness and containment decidable for probabilistic automata? Journal of Computer and System Sciences, 119. pp. 78-96. ISSN 0022-0000

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Flores, Alejandro Quiroz, Liza, Farhana ORCID: https://orcid.org/0000-0003-4854-5619, Quteineh, Husam and Czarnecka, Barbara (2021) Variation in the timing of Covid-19 communication across universities in the UK. PLoS One, 16 (2). ISSN 1932-6203

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Ghori, Khawaja Moyeezullah, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Khattak, Akmal Saeed, Imran, Muhammad, Fazal-E-Amin and Szathmary, Laszlo (2021) Treating class imbalance in non-technical loss detection: An exploratory analysis of a real dataset. IEEE Access, 9. pp. 98928-98938. ISSN 2169-3536

Gillam, T. Berger, Cole, J., Gharbi, K., Angiolini, E., Barker, T., Bickerton, P., Brabbs, T., Chin, J. ORCID: https://orcid.org/0000-0002-9398-5579, Coen, E., Cossey, S., Davey, R., Davidson, R. ORCID: https://orcid.org/0000-0002-6624-4011, Durrant, A., Edwards, D. ORCID: https://orcid.org/0000-0002-3292-2064, Hall, N. ORCID: https://orcid.org/0000-0003-2808-0009, Henderson, S., Hitchcock, M., Irish, N., Lipscombe, J., Jones, G., Parr, G. ORCID: https://orcid.org/0000-0002-9365-9132, Rushworth, S., Shearer, N., Smith, R. and Steel, N. ORCID: https://orcid.org/0000-0003-1528-140X (2021) Norwich COVID-19 testing initiative pilot: evaluating the feasibility of asymptomatic testing on a university campus. Journal of Public Health, 43 (1). pp. 82-88. ISSN 1741-3842

Gitsels, Lisanne, Bakbergenuly, Ilyas, Steel, Nicholas ORCID: https://orcid.org/0000-0003-1528-140X and Kulinskaya, Elena (2021) Do statins reduce mortality in older people? Findings from a longitudinal study using primary care records. Family Medicine and Community Health, 9 (2). ISSN 2305-6983

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Hadi, Muhammad Usman, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Raza, Mohsin, Ashraf, Muhammad Ikram and Song, Jian (2021) Experimental demonstration and performance enhancement of 5G NR multiband radio over fiber system using optimized digital predistortion. Applied Sciences, 11 (24). ISSN 2076-3417

Hadi, Muhammad Usman, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Raza, Mohsin and Kausar, Shafaq (2021) Performance Enhancement in Multiband 5G NR-Radio-over-Fiber System using DPD. In: 2021 International Topical Meeting on Microwave Photonics, MWP 2021. UNSPECIFIED. ISBN 9781665426107

Hadi, Muhammad Usman, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Raza, Mohsin, Khurshid, Kiran and Jung, Hyun (2021) Neural network DPD for aggrandizing SM-VCSEL-SSMF-based radio over fiber link performance. Photonics, 8 (1). ISSN 2304-6732

Huang, Guohua, Yang, Jialiang, Chen, Lei and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2021) Editorial: Applications of metagenomics in studying human cancer. Frontiers in Genetics, 12. ISSN 1664-8021

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Irfan, Muhammad, Alwadie, Abdullah Saeed, Glowacz, Adam, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Rahman, Saifur, Khan, Mohammad Kamal Asif, Jalalah, Mohammed, Alshorman, Omar and Caesarendra, Wahyu (2021) A novel feature extraction and fault detection technique for the intelligent fault identification of water pump bearings. Sensors, 21 (12). ISSN 1424-8220

Ives-Keeler, Catherine, Buckley, Oliver ORCID: https://orcid.org/0000-0003-1502-5721 and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2021) Understanding Trust in Social Media: Twitter. In: HCI International 2021 - Posters - 23rd HCI International Conference, HCII 2021, Proceedings. Communications in Computer and Information Science . Springer, pp. 440-447. ISBN 978-3-030-78634-2

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Jiang, Caigui, Wang, Cheng ORCID: https://orcid.org/0000-0003-4711-4534, Schling, Eike and Pottmann, Helmut (2021) Computational design and optimization of quad meshes based on diagonal meshes. In: Advances in Architectural Geometry, 2021-04-28 - 2021-04-29.

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Khalid, Muhammad, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Singh, Nishant, Khan, Suleman, Raza, Mohsin, Malik, Qasim Badar and Imran, Muhammad (2021) Autonomous transportation in emergency healthcare services: Framework, challenges, and future work. IEEE Internet of Things Magazine, 4 (1). pp. 28-33. ISSN 2576-3180

Kulinskaya, Elena, Gitsels, Lisanne Andra, Bakbergenuly, Ilyas and Wright, Nigel R. (2021) Dynamic hazards modelling for predictive longevity risk assessment. Insurance Mathematics and Economics, 96. pp. 222-231. ISSN 0167-6687

Kulinskaya, Elena, Hoaglin, David C. and Bakbergenuly, Ilyas (2021) Exploring consequences of simulation design for apparent performance of methods of meta-analysis. Statistical Methods in Medical Research, 30 (7). pp. 1667-1690. ISSN 0962-2802

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Liu, Shuohan, Xia, Xu, Cao, Yue, Ni, Qiang, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607 and Xu, Lexi (2021) Reservation-based EV charging recommendation concerning charging urgency policy. Sustainable Cities and Society, 74. ISSN 2210-6707

Luo, Yang, Luo, Chunbo, Min, Geyong, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and McClean, Sally L. (2021) On the study of sustainability and outage of SWIPT-enabled wireless communications. IEEE Journal of Selected Topics in Signal Processing, 15 (5). pp. 1159-1168. ISSN 1932-4553

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Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Housden, R. James, Fazili, Ansab, Rhode, Kawal S. and Arujuna, Aruna V. (2021) Real-time registration of 3D echo to X-ray fluoroscopy based on cascading classifiers and image registration. Physics in Medicine and Biology, 66 (5). ISSN 0031-9155

Mathew, Ryan K. and Mushtaq, Faisal and The Immersive Healthcare Collaboration (2021) Three principles for the progress of immersive technologies in healthcare training and education. BMJ Simulation & Technology Enhanced Learning, 7 (5). pp. 459-460. ISSN 2056-6697

Middlehurst, Matthew, Large, James and Bagnall, Anthony (2021) The Canonical Interval Forest {(CIF)} Classifier for Time Series Classification. In: Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. The Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 188-195. ISBN 978-1-7281-6252-2

Middlehurst, Matthew, Large, James, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Bagnall, Anthony (2021) The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020-09-14 - 2020-09-18.

Middlehurst, Matthew, Large, James, Flynn, Michael, Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Bostrom, Aaron ORCID: https://orcid.org/0000-0002-7300-6038 and Bagnall, Anthony (2021) HIVE-COTE 2.0: a new meta ensemble for time series classification. Machine Learning, 110. 3211–3243. ISSN 0885-6125

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Newman, Jacob ORCID: https://orcid.org/0000-0002-9149-6181, Phillips, John and Cox, Stephen (2021) Detecting positional vertigo using an ensemble of 2D convolutional neural networks. Biomedical Signal Processing and Control, 68.

Newman, Jacob L. ORCID: https://orcid.org/0000-0002-9149-6181, Phillips, John S. and Cox, Stephen J. (2021) 1D convolutional neural networks for detecting nystagmus. IEEE Journal of Biomedical and Health Informatics, 25 (5). pp. 1814-1823. ISSN 2168-2194

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Pasos Ruiz, Alejandro, Flynn, Michael, Large, James, Middlehurst, Matthew and Bagnall, Anthony (2021) The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Data Mining and Knowledge Discovery, 35. 401–449. ISSN 1384-5810

Phillips, John S., Newman, Jacob ORCID: https://orcid.org/0000-0002-9149-6181 and Cox, Stephen (2021) Towards providing an automated approach to differentiating the nystagmus of Ménière’s Disease, Vestibular Migraine and Benign Paroxysmal Positional Vertigo. Otology & Neurotology, 42 (6). pp. 890-896. ISSN 1537-4505

Phillips, John S., Newman, Jacob L. ORCID: https://orcid.org/0000-0002-9149-6181 and Cox, Stephen J. (2021) Clinical techniques and technology: Vestibular telemetry. Otolaryngology - Head and Neck Surgery, 165 (5). pp. 751-753. ISSN 0194-5998

Phillips, John S., Newman, Jacob L. ORCID: https://orcid.org/0000-0002-9149-6181, Cox, Stephen J. and FitzGerald, John (2021) Nystagmus during an acute Ménière's attack: From prodrome to recovery. International Journal of Audiology, 60 (1). pp. 70-74. ISSN 1499-2027

Phillips, John S., Newman, Jacob L. ORCID: https://orcid.org/0000-0002-9149-6181, FitzGerald, John E. and Cox, Stephen J. (2021) Implications of vestibular telemetry for the management of Ménière’s Disease – Our experience with three adults. Clinical Otolaryngology, 46 (2). pp. 425-429. ISSN 1749-4478

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Raza, Mohsin, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Singh, Nishant, Imran, Muhammad and Hussain, Sajjad (2021) Intelligent IoT framework for indoor healthcare monitoring of Parkinson’s disease patient. IEEE Journal on Selected Areas in Communications, 39 (2). pp. 593-602. ISSN 0733-8716

Raza, Mohsin, Singh, Nishant, Khalid, Muhammad, Khan, Suleman, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Hadi, Muhammad Usman, Imran, Muhammad, ul Islam, Saif and Rodrigues, Joel J. P. C. (2021) Challenges and limitations of Internet of Things enabled healthcare in COVID-19. IEEE Internet of Things Magazine, 4 (3). pp. 60-65. ISSN 2576-3180

Robertson, Alexander, Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619, Nguyen, Dong, McGillivray, Barbara and Hale, Scott A. (2021) Semantic Journeys: Quantifying Change in Emoji Meaning from 2012-2018. In: UNSPECIFIED.

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Shackelford, Gorm E., Martin, Philip A., Hood, Amelia S. C., Christie, Alec P., Kulinskaya, Elena and Sutherland, William J. (2021) Dynamic meta-analysis: a method of using global evidence for local decision making. BMC Biology, 19 (1). ISSN 1741-7007

Singh, Nishant, Raza, Mohsin, Paranthaman, Vishnu Vardhan, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Khalid, Muhammad and Javed, Ehtasham (2021) Internet of Things and cloud computing. In: Digital Health. Elsevier, pp. 151-162. ISBN 9780128189146

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Tatman, Ben, Mock, Thomas ORCID: https://orcid.org/0000-0001-9604-0362, Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 and van Oosterhout, Cock ORCID: https://orcid.org/0000-0002-5653-738X (2021) Significance of differential allelic expression (DAE) in phenotypic plasticity and evolutionary potential of microbial eukaryotes. Quantitative Biology, 9 (4). pp. 400-410. ISSN 2095-4689

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Vickers, Will, Milner, Ben and Lee, Robert (2021) Improving the robustness of right whale detection in noisy conditions using denoising autoencoders and augmented training. In: International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021-06-06 - 2021-06-11.

Vickers, William, Milner, Ben, Risch, Denise and Lee, Robert (2021) Robust North Atlantic right whale detection using deep learning models for denoising. Journal of the Acoustical Society of America, 149 (6). pp. 3797-3812. ISSN 0001-4966

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Wainer, Jacques and Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 (2021) Nested cross-validation when selecting classifiers is overzealous for most practical applications. Expert Systems with Applications, 182. ISSN 0957-4174

Wang, Shidong, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132, Guan, Yu and Shao, Ling (2021) Invariant deep compressible covariance pooling for aerial scene categorization. IEEE Transactions on Geoscience and Remote Sensing, 59 (8). pp. 6549-6561. ISSN 0196-2892

Websdale, Danny, Taylor, Sarah and Milner, Ben (2021) Speaker-independent speech animation using perceptual loss functions and synthetic data. IEEE Transactions on Multimedia, 24. pp. 2539-2552. ISSN 1520-9210

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Xu, Cheng, Ren, Wei, Tu, Daxi, Yu, Linchen, Zhu, Tianqing and Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 (2021) CDVT: A cluster-based distributed video transcoding scheme for mobile stream services. In: Wireless Algorithms, Systems, and Applications - 16th International Conference, WASA 2021, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer, CHN, pp. 608-628. ISBN 9783030859275

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Yaqoob, Shumayla, Ullah, Ata, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Katib, Iyad, Albeshri, Aiiad, Mehmood, Rashid, Raza, Mohsin, Islam, Saif ul and Rodrigues, Joel J. P. C. (2021) Novel congestion avoidance scheme for Internet of Drones. Computer Communications, 169. pp. 202-210. ISSN 0140-3664

Yuan, Kai, Ni, Xumin, Liu, Chang, Pan, Yuwen, Deng, Lian, Zhang, Rui, Gao, Yang, Ge, Xueling, Liu, Jiaojiao, Ma, Xixian, Lou, Haiyi, Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 and Xu, Shuhua (2021) Refining models of archaic admixture in Eurasia with ArchaicSeeker 2.0. Nature Communications, 12. ISSN 2041-1723