David Windridge

Professor in Data Science & Machine Learning

Department of Computer Science

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Latest Additions

  1. Incudini, Massimiliano, Grossi, Michele, Mandarino, Antonio, Vallecorsa, Sofia, Di Pierro, Alessandra and Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 (2022) The quantum path kernel: A generalized quantum neural tangent kernel for deep quantum machine learning. arXiv . [Article]
  2. Tubaishat, Abdallah, Zia, Tehseen ORCID logoORCID: https://orcid.org/0000-0001-8176-3373, Faiz, Rehana, Al Obediat, Feras, Shah, Babar and Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 (2022) Discriminator-based adversarial networks for knowledge graph completion. Neural Computing and Applications . ISSN 0941-0643 [Article] (Published online first) (doi:10.1007/s00521-022-07680-w)
  3. Nwegbu, Nnanyelugo, Tirunagari, Santosh ORCID logoORCID: https://orcid.org/0000-0002-9064-1965 and Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 (2022) A novel kernel based approach to arbitrary length symbolic data with application to type 2 diabetes risk. Scientific Reports, 12 (1) , 4985. pp. 1-16. ISSN 2045-2322 [Article] (doi:10.1038/s41598-022-08757-1)
  4. Zia, Tehseen, Murtaza, Shakeeb ORCID logoORCID: https://orcid.org/0000-0002-8066-6907, Bhatti, Nauman Bashir ORCID logoORCID: https://orcid.org/0000-0003-0557-5244, Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 and Nisar, Zeeshan ORCID logoORCID: https://orcid.org/0000-0001-6411-0207 (2022) VANT-GAN: adversarial learning for discrepancy-based visual attribution in medical imaging. Pattern Recognition Letters, 156 . pp. 112-118. ISSN 0167-8655 [Article] (doi:10.1016/j.patrec.2022.02.005)
  5. Zia, Tehseen and Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 (2021) A generative adversarial network for single and multi-hop distributional knowledge base completion. Neurocomputing, 461 . pp. 543-551. ISSN 0925-2312 [Article] (doi:10.1016/j.neucom.2021.04.128)
  6. Pandey, Hari Mohan, Bessis, Nik, Das, Swagtam, Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 and Chaudhary, Ankit (2020) Editorial to special issue on hybrid artificial intelligence and machine learning technologies in intelligent systems. Neural Computing and Applications, 32 (12) . pp. 7743-7745. ISSN 0941-0643 [Article] (doi:10.1007/s00521-020-04903-w)
  7. Zammit, Omar, Smith, Serengul ORCID logoORCID: https://orcid.org/0000-0003-0777-5637, Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 and De Raffaele, Clifford ORCID logoORCID: https://orcid.org/0000-0002-7081-702X (2020) Exposing students to new terminologies while collecting browsing search data (best technical paper). Proceedings Artificial Intelligence XXXVII, 40th SGAI International Conference on Artificial Intelligence (LNCS & LNAI, volume 12498). In: SGAI 2020, 15-17 Dec 2020, Cambridge, UK. ISBN 9783030637989, e-ISBN 9783030637996. ISSN 0302-9743 [Conference or Workshop Item] (doi:10.1007/978-3-030-63799-6_1)
  8. Sazdar, Amir Mahdi, Ghorashi, Seyed Ali ORCID logoORCID: https://orcid.org/0000-0002-2910-9208, Moghtadaiee, Vahideh, Khonsari, Ahmad and Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 (2020) A low-complexity trajectory privacy preservation approach for indoor fingerprinting positioning systems. Journal of Information Security and Applications, 53 , 102515. ISSN 2214-2126 [Article] (doi:10.1016/j.jisa.2020.102515)
  9. Navidan, Hojjat ORCID logoORCID: https://orcid.org/0000-0001-5269-6909, Moshiri, Parisa Fard, Nabati, Mohammad, Shahbazian, Reza, Ghorashi, Seyed Ali ORCID logoORCID: https://orcid.org/0000-0002-2910-9208, Shah-Mansouri, Vahid ORCID logoORCID: https://orcid.org/0000-0003-4810-491X and Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 (2021) Generative Adversarial Networks (GANs) in networking: a comprehensive survey & evaluation. Computer Networks, 194 , 108149. pp. 1-21. ISSN 1389-1286 [Article] (doi:10.1016/j.comnet.2021.108149)
  10. Naeem Abid, Mian Muhammad, Zia, Tehseen, Ghafoor, Mubeen and Windridge, David ORCID logoORCID: https://orcid.org/0000-0001-5507-8516 (2021) Multi-view convolutional recurrent neural networks for lung cancer nodule identification. Neurocomputing, 453 . pp. 299-311. ISSN 0925-2312 [Article] (doi:10.1016/j.neucom.2020.06.144)