Items where Subject is "Machine learning"

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Abad, Abouzar Rajabi Behesht, Ghorbani, Hamzeh, Mohamadian, Nima, Davoodi, Shadfar, Mehrad, Mohammad, Aghdam, Saeed Khezerloo-ye and Nasriani, Hamid Reza ORCID: 0000-0001-9556-7218 (2022) Robust hybrid machine learning algorithms for gas flow rates prediction through wellhead chokes in gas condensate fields. Fuel, 308 . p. 121872. ISSN 0016-2361

Alamri, Hassan A., Thayananthan, Vijey and Yazdani, Javad ORCID: 0000-0001-5273-0951 (2021) Machine Learning for Securing SDN based 5G Network. International Journal of Computer Applications, 174 (14). pp. 9-16. ISSN 0975-8887

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Bernal, Jorge, Tajbakhsh, Nima, Sanchez, F. Javier, Matuszewski, Bogdan J. ORCID: 0000-0001-7195-2509, Chen, Hao, Yu, Lequan, Angermann, Quentin, Romain, Olivier, Rustad, Bjorn et al (2017) Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results from the MICCAI 2015 Endoscopic Vision Challenge. IEEE Transactions on Medical Imaging, 36 (6). pp. 1231-1249. ISSN 0278-0062

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De Goede, Christian, Ansell, Darren ORCID: 0000-0003-2818-3315, Kuru, Kaya ORCID: 0000-0002-4279-4166, Jones, Martin, Oliver, Mairi, Watkinson, Benjamin Jon and Leather, Peter (2018) MyPad – Intelligent Bladder Pre-void Alerting System: A project collaborated with NHS to treat Nocturnal Enureses (NE). Project Report. ClinicalTrials.gov.

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Ellison, George ORCID: 0000-0001-8914-6812 (2020) COVID-19 and the epistemology of epidemiological models at the dawn of AI. Annals of Human Biology, 47 (6). pp. 506-513. ISSN 0301-4460

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Gadepalli, Chaitanya, Jalalinajafabadi, Farideh, Xie, Zheng ORCID: 0000-0001-8649-6235, Cheetham, Barry M.G. and Homer, Jarrod J. (2018) Voice Quality Assessment by Simulating GRBAS Scoring. In: UKSim-AMSS 11th European Modelling Symposium on Mathematical Modelling and Computer Simulation, 20-22 November, 2017, Manchester, UK.

Giorgi, Daniela, Pascali, M. Antonietta, Henriquez, Pedro, Matuszewski, Bogdan J. ORCID: 0000-0001-7195-2509, Colantonio, Sara and Salvetti, Ovidio (2017) Persistent homology to analyse 3D faces and assess body weight gain. The Visual Computer, 33 (5). pp. 549-563. ISSN 0178-2789

Guo, Li ORCID: 0000-0003-1272-8480, Wang, Huan and Zhang, Jun (2019) Data-Driven Grinding Control Using Reinforcement Learning. In: 2019 IEEE 21st International Conference on High Performance Computing and Communications. IEEE, pp. 2817-2824. ISBN 978-1-7281-2059-1

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Henriquez Castellano, Pedro ORCID: 0000-0001-6582-5351, Matuszewski, Bogdan J. ORCID: 0000-0001-7195-2509, Andreu-Cabedo, Yasmina, Bastiani, Luca, Colantonio, Sara, Coppini, Giuseppe, D'Acunto, Mario, Favilla, Riccardo, Germanese, Danila et al (2017) Mirror mirror on the wall... an unobtrusive intelligent multisensory mirror for well-being status self-assessment and visualization. IEEE Transactions on Multimedia, 19 (7). pp. 1467-1481. ISSN 1520-9210

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Khan, Wasiq ORCID: 0000-0002-7511-3873, Hussain, Abir, Kuru, Kaya ORCID: 0000-0002-4279-4166 and Al-askar, Haya (2020) Pupil Localisation and Eye Centre Estimation using Machine Learning and Computer Vision. Sensors, 20 (13). pp. 1-18. ISSN 1424-8220

Kuru, Kaya ORCID: 0000-0002-4279-4166 (2021) Conceptualisation of human-on-the-loop haptic teleoperation with fully autonomous self-driving vehicles in the urban environment. IEEE Open Journal of Intelligent Transportation Systems .

Kuru, Kaya ORCID: 0000-0002-4279-4166 and Ansell, Darren ORCID: 0000-0003-2818-3315 (2020) TCitySmartF: A comprehensive systematic framework for transforming cities into smart cities. IEEE Access, 8 (1). pp. 18615-18644.

Kuru, Kaya ORCID: 0000-0002-4279-4166 and Khan, Wasiq ORCID: 0000-0002-7511-3873 (2018) Novel hybrid object-based non-parametric clustering approach for grouping similar objects in specific visual domains. Applied Soft Computing, 62 . pp. 667-701. ISSN 1568-4946

Kuru, Kaya ORCID: 0000-0002-4279-4166 and Yetgin, Halil (2019) Transformation to advanced mechatronics systems within new industrial revolution: A novel framework in Automation of Everything (AoE). IEEE Access, 7 (1). pp. 41395-41415. ISSN 2169-3536

Kuru, Kaya ORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren ORCID: 0000-0003-2818-3315, McCarthy, John and McGovern, Stephanie (2022) Intelligent airborne monitoring of irregularly shaped man-made objects in the marine ecosystem using statistical Machine Learning techniques. IEEE Journal of Oceanic Engineering . ISSN 0364-9059 (Submitted)

Kuru, Kaya ORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren ORCID: 0000-0003-2818-3315, McCarthy, John and McGovern, Stephanie (2023) An intelligent platform to perform automated airborne wildlife census in the marine ecosystem using an ensemble of learning techniques and computer vision. Expert Systems with Applications, 229 . pp. 1-62. ISSN 0957-4174

Kuru, Kaya ORCID: 0000-0002-4279-4166, Pinder, John Michael, Watkinson, Benjamin Jon, Ansell, Darren ORCID: 0000-0003-2818-3315, Vinning, Keith, Moore, Lee, Gilbert, Chris and Jones, David Towards collision-free trajectory for autonomous and pilot-controlled unmanned aerial vehicles. IEEE Transactions on Intelligent Transportation Systems . ISSN 0018-9545 (Submitted)

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Murakami, A, Thompson, P, Hunston, S and Vajn, Dominik ORCID: 0000-0001-8047-0026 (2017) 'What is this corpus about?': Using topic modelling to explore a specialised corpus. Corpora, 12 (2). pp. 243-277. ISSN 1749-5032

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Paspallis, Nearchos ORCID: 0000-0002-2636-7973 and Alshaal, Salah Eddin (2017) Improving QoE via Context Prediction: A Case Study of Using WiFi Radiomaps to Predict Network Disconnection. In: International Workshop on Autonomous Control for Performance and Reliability Trade-offs in Internet of Services, 22 April 2017, L'Aquila, Italy.

Paspallis, Nearchos ORCID: 0000-0002-2636-7973 and Raspopoulos, Marios ORCID: 0000-0003-1513-6018 (2016) An Open Platform for Studying and Testing Context-Aware Indoor Positioning Algorithms. In: 25th International Conference on Information Systems Development (ISD2016), August 24-26, 2016, Katowice, Poland.

Paspallis, Nearchos ORCID: 0000-0002-2636-7973 and Raspopoulos, Marios ORCID: 0000-0003-1513-6018 (2017) An Open Platform for Studying and Testing Context-Aware Indoor Positioning Algorithms. In: Complexity in Information Systems Development. Lecture Notes in Information Systems and Organisation book series, 22 . Springer, Cham, Germany, pp. 39-50. ISBN Print: 978-3-319-52592-1; Online: 978-3-319-52593-8

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Quan, Wei ORCID: 0000-0003-2099-9520, Ye, Ziyu and Matuszewski, Bogdan ORCID: 0000-0001-7195-2509 (2023) Development of Landmark-based Facial Asymmetry Evaluation. Proceedings of the 2023 6th International Conference on Image and Graphics Processing . pp. 90-96.

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Shippey, Thomas, Bowes, David and Hall, Tracy (2018) Automatically Identifying Code Features for Software Defect Prediction: Using AST N-grams. Information and Software Technology, 106 . pp. 142-160. ISSN 0950-5849

Simo, Jules ORCID: 0000-0002-1489-5920, Furfaro, Roberto and Mueting, Joel (2015) Performance Evaluation of Artificial Neural Network-Based Shaping Algorithm for Planetary Pinpoint Guidance. In: Spaceflight Mechanics 2016. Advances in the Astronautical Sciences. Univelt, Inc., pp. 2233-2248.

Siqueira, Laurinda F.S., Morais, Camilo De Lelis Medeiros-De- ORCID: 0000-0003-2573-787X, Araújo Júnior, Raimundo F., de Araújo, Aurigena Antunes and Lima, Kássio M.G. (2018) SVM for FT-MIR prostate cancer classification: An alternative to the traditional methods. Journal of Chemometrics, 32 (12). e3075. ISSN 0886-9383

Sirinukunwattana, K, Pluim, JPW, Chen, H, Qi, X, Heng, P-A, Guo, YB, Wang, LY, Matuszewski, B ORCID: 0000-0001-7195-2509, Bruni, E et al (2017) Gland segmentation in colon histology images: The GlaS challenge contest. Medical Image Analysis, 35 . pp. 489-502. ISSN 1361-8415

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Wang, Liyang, Zhou, Yu ORCID: 0000-0002-8071-6572 and Matuszewski, Bogdan ORCID: 0000-0001-7195-2509 (2019) A New Hybrid Method for Gland Segmentation in Histology Images. In: Workshop on Visual Computing and Machine Learning for Biomedical Applications (ViMaBI), co-located with CAIP 2019, 3-5 September 2019, Salerno, Italy.

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Xie, Zheng ORCID: 0000-0001-8649-6235, Gadepalli, Chaitanya, Farideh, Jalalinajafabadi, Cheetham, Barry M.G. and Homer, Jarrod J. (2018) Machine Learning Applied to GRBAS Voice Quality Assessment. Advances in Science, Technology and Engineering Systems Journal, 3 (6). pp. 329-338. ISSN 2415-6698