Items where Research Group is "Data Science and AI

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Abbas, Waqas Bin, Khalid, Salman, Ahmed, Qasim Zeeshan, Khalid, Farhan, Alade, Temitope and Sureephong, Pradorn (2024) Heuristic antenna selection and precoding for a massive MIMO system. IEEE Open Journal of the Communications Society, 5. pp. 83-96. ISSN 2644-125X

Al Ghamdi, Mostafa, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Wang, Wenjia (2024) Heterogeneous machine learning ensembles for predicting train delays. IEEE Transactions on Intelligent Transportation Systems, 25 (6). pp. 5138-5153. ISSN 1524-9050

AlShaqsi, Jamil, Wang, Wenjia, Drogham, Osama and Alkhawaldeh, Rami S. (2024) Quantitative and qualitative similarity measure for data clustering analysis. Cluster Computing, 27 (10). pp. 14977-15002. ISSN 1386-7857

Alade, Temitope and Okafor, Ogonna (2024) A Novel FIG-LSTM Ensemble Machine Learning Technique for Currency Exchange Rate Forecasting. In: IEEE Canadian Conference on Electrical and Computer Engineering 2024. Canadian Conference on Electrical and Computer Engineering . The Institute of Electrical and Electronics Engineers (IEEE), pp. 399-404. ISBN 9798350371628

Alshaqsi, Jamil, Wang, Wenjia and Drogham, Osama (2024) Tri-level robust clustering ensemble (TRCE) algorithm for clustering enhancement with comparative analysis. Engineered Science, 30.

Aneja, Prerna ORCID: https://orcid.org/0000-0002-1271-0697, Kinna, Thomas, Newman, Jacob, Sami, Saber, Cassidy, Joe, McCarthy, Jordan, Tiwari, Madhuri, Kumar, Aarti and Spencer, John ORCID: https://orcid.org/0000-0002-7320-144X (2024) Leveraging technological advances to assess dyadic visual cognition during infancy in high- and low-resource settings. Frontiers in Psychology, 15. ISSN 1664-1078

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Balloo, Kieran, Delaney, Patrick, Hosein, Anesa and Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 (2024) Trends and global power of research on physical activity, depression, and anxiety in adolescents and young adults: science mapping the literature. International Journal of Adolescence and Youth, 29 (1). ISSN 0267-3843

Bibi, Nadia, Wahid, Fazli, Ali, Sikandar, Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Abbasi, Irshad Ahmed, Alkhayyat, Ahmed and Khyber (2024) A transfer learning based approach for brain tumor classification. IEEE Access, 12. pp. 111218-111238. ISSN 2169-3536

Bushuk, Mitchell, Ali, Sahara, Bailey, David A., Bao, Qing, Batté, Lauriane, Bhatt, Uma S., Blanchard-Wrigglesworth, Edward, Blockley, Ed, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095, Chi, Junhwa, Counillon, François, Coulombe, Philippe Goulet, Cullather, Richard I., Diebold, Francis X., Dirkson, Arlan, Exarchou, Eleftheria, Göbel, Maximilian, Gregory, William, Guemas, Virginie, Hamilton, Lawrence, He, Bian, Horvath, Sean, Ionita, Monica, Kay, Jennifer E., Kim, Eliot, Kimura, Noriaki, Kondrashov, Dmitri, Labe, Zachary M., Lee, WooSung, Lee, Younjoo J., Li, Cuihua, Li, Xuewei, Lin, Yongcheng, Liu, Yanyun, Maslowski, Wieslaw, Massonnet, François, Meier, Walter N., Merryfield, William J., Myint, Hannah, Acosta Navarro, Juan C., Petty, Alek, Qiao, Fangli, Schröder, David, Schweiger, Axel, Shu, Qi, Sigmond, Michael, Steele, Michael, Stroeve, Julienne, Sun, Nico, Tietsche, Steffen, Tsamados, Michel, Wang, Keguang, Wang, Jianwu, Wang, Wanqiu, Wang, Yiguo, Wang, Yun, Williams, James, Yang, Qinghua, Yuan, Xiaojun, Zhang, Jinlun and Zhang, Yongfei (2024) Predicting September Arctic Sea Ice: A multimodel seasonal skill comparison. Bulletin of the American Meteorological Society, 105 (7). E1170-E1203. ISSN 0003-0007

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Chen, Yuling, Yang, Xiong, Li, Tao, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Long, Yangyang (2024) A blockchain-empowered authentication scheme for worm detection in wireless sensor network. Digital Communications and Networks, 10 (2). pp. 265-272. ISSN 2352-8648

Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 (2024) An Investigation on Assessment Strategies, Student Engagement, and Retention for Large Cohorts Affected by COVID Learning Disruptions. In: Proceedings of the 3rd International Conference on Innovations in Computing Research (ICR’24). Lecture Notes in Networks and Systems . Springer, 237–248. ISBN 978-3-031-65521-0

Choi, Kwok Pui, Kaur, Gursharn, Thompson, Ariadne and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2024) Distributions of 4-subtree patterns for uniform random unrooted phylogenetic trees. Journal of Theoretical Biology, 584. ISSN 0022-5193

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Jiang, Kai, Cao, Yue, Song, Yujie, Zhou, Huan, Wan, Shaohua and Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607 (2024) Asynchronous federated and reinforcement learning for mobility-aware edge caching in IoVs. IEEE Internet of Things Journal, 11 (9). pp. 15334-15347. ISSN 2327-4662

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Khattak, Riqza Y., Ahmed, Qasim Z., Shoaib, Sultan, Lazaridis, Pavlos I. and Alade, Temitope T. (2024) Recent advances in antennas for biotelemetry and healthcare applications. IEEE Open Journal of Antennas and Propagation, 5 (6). pp. 1499-1522. ISSN 2637-6431

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Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 (2024) Regulation for Systemic Artificial Intelligence Safety::Interoperable Regulations and a Pragmatic Enforcement Strategy for Mitigating Unintended Consequences. In: The Regulation of Artificial Intelligence: Shaping Governance and Power Relations for a Liberal Future. UNSPECIFIED. (In Press)

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Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Howell, Sandra, Rinaldi, Aldo, Dhanjal, Tarv and Rhode, Kawal S. (2024) Real-time device detection with rotated bounding boxes and its clinical application. In: Clinical Image-Based Procedures. Lecture Notes in Computer Science, LNCS 15196 . Springer, pp. 83-93. ISBN 978-3-031-73082-5

MacIsaac, Jennifer, Newson, Stuart, Ashton-Butt, Adham, Pearce, Huma and Milner, Ben (2024) Improving acoustic species identification using data augmentation within a deep learning framework. Ecological Informatics, 83. ISSN 1574-9541

Maddox, Sam, Newman, Jacob, Mackiewicz, Michal ORCID: https://orcid.org/0000-0002-8777-8880 and Sami, Saber (2024) Improving Diagnosis of Dementia through Longitudinal Analysis of Structural Brain Data. In: Organization for Human Brain Mapping, 2024-06-23, Coex Convention & Exhibition Center.

Mehta, Vishal S., Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Wijesuriya, Nadeev, DeVere, Felicity, Howell, Sandra, Elliott, Mark K., Mannkakara, Nilanka N., Hamakarim, Tatiana, Wong, Tom, O’Brien, Hugh, Niederer, Steven, Razavi, Reza and Rinaldi, Christopher A. (2024) Enhancing transvenous lead extraction risk prediction: Integrating imaging biomarkers into machine learning models. Heart Rhythm, 21. pp. 919-928. ISSN 1547-5271

Mitchenson, Sam, Johnson, Jessica H. ORCID: https://orcid.org/0000-0003-3628-6402, Milner, Ben and Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941 (2024) Identifying earthquake swarms at Mt. Ruapehu, New Zealand: a machine learning approach. Frontiers in Earth Science, 12. ISSN 2296-6463

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Nemani, Praneeth, Joel, Yericherla Deepak, Vijay, Palla and Liza, Farhana Ferdouzi ORCID: https://orcid.org/0000-0003-4854-5619 (2024) Gender bias in transformers: A comprehensive review of detection and mitigation strategies. Natural Language Processing Journal, 6. ISSN 2949-7191

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Rogers, Harry ORCID: https://orcid.org/0000-0003-3227-5677, de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, Zebin, Tahmina, Cielniak, Grzegorz and Magri, Ben (2024) Advancing precision agriculture: domain-specific augmentations and robustness testing for convolutional neural networks in precision spraying evaluation. Neural Computing & Applications, 36 (32). 20211–20229. ISSN 0941-0643

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Shah, Syed Ayaz Ali, Shahzad, Aamir, Alhussein, Musaed, Goh, Chuan Meng, Aurangzeb, Khursheed, Tang, Tong Boon and Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245 (2024) An implementation of multiscale line detection and mathematical morphology for efficient and precise blood vessel segmentation in fundus images. Computers, Materials & Continua, 79 (2). pp. 2565-2583. ISSN 1546-2226

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Tariq, Maria, Palade, Vasile and Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843 (2024) Effective diabetic retinopathy classification with Siamese Neural Network: A strategy for small dataset challenges. IEEE Access, 12. pp. 182814-182827. ISSN 2169-3536

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Wahid, Fazli, Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Mehta, Vishal, Howell, Sandra, Niederer, Steven and Rinaldi, C. Aldo (2024) A Deep Learning Framework for Assessing the Risk of Transvenous Lead Extraction Procedures. In: Artificial Intelligence in Healthcare - 1st International Conference, AIiH 2024, Proceedings. Lecture Notes in Computer Science, 14976 . Springer, GBR, pp. 17-30. ISBN 9783031672842

Wahid, Fazli, Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Sheikh, Ramla and Aamir, Muhammad (2024) An Enhanced Convolutional Neural Network Based on L1 Regularization for Segmentation of Coronary Arteries in X Ray Angiograms. In: 5th International Conference on Advancements in Computational Sciences, 2024-02-19.

Worka, Chika E., Khan, Faheem A., Ahmed, Qasim Zeeshan, Sureephong, Pradorn and Alade, Temitope (2024) Reconfigurable intelligent surface (RIS)-assisted non-terrestrial network (NTN) based 6G communications: A contemporary survey. Sensors, 24 (21). ISSN 1424-8220