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, 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., 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 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. 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., 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., 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