Items where Subject is "I460 - 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

Alahmed, Yazan, Abadla, Reema and Al-Ansari, Mohammed Jassim (2024) Exploring the Potential Implications of AI-generated Content in Social Engineering Attacks. In: 2024 International Conference on Multimedia Computing, Networking and Applications (MCNA). Institute of Electrical and Electronics Engineers (IEEE), pp. 64-73. ISBN 979-8-3503-5474-4

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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Balisane, Hewa, Egho-Promise, Ehigiator Iyobor, Lyada, Emmanuel and Aina, Folayo ORCID: 0000-0002-3795-2406 (2024) TOWARDS IMPROVED THREAT MITIGATION IN DIGITAL ENVIRONMENTS: A COMPREHENSIVE FRAMEWORK FOR CYBERSECURITY ENHANCEMENT. International Journal of Research -GRANTHAALAYAH, 12 (5). ISSN 2394-3629

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

Berry, Carl ORCID: 0000-0003-4784-0536 (2023) Development of an Autonomous, Self-Optimising Machine Learning Framework for use in Manufacturing Applications. Doctoral thesis, University of Central Lancashire.

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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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Farhat, Hassan, Alinier, Guillaume, Helou, Mariana, Galatis, Ionnais, Bajow, Nidaa, Jose, Denis, Jouini, Sarra, Sezigen, Sermet, Hafi, Samia et al (2024) Perspectives on Preparedness for Chemical, Biological, Radiological, and Nuclear Threats in the Middle East and North Africa Region: Application of Artificial Intelligence Techniques. Health Security, 22 (3). pp. 190-202. ISSN 2326-5094

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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. Institute of Electrical and Electronics Engineers (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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Ioannou, Iacovos, Raspopoulos, Marios ORCID: 0000-0003-1513-6018, Prabagarane, Nagaradjane, Christophorou, Christophoros, Ali Aziz, Waqar, Vasiliou, Vasos and Pitsillides, Andreas (2024) DeepRISBeam: Deep Learning-Based RIS Beam Management for Radio Channel Optimization. IEEE Access, 12 . pp. 81646-81681.

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Kerr, Oliver ORCID: 0000-0001-7531-3659 (2024) The Use of Machine Learning to Provide an Early Indication of Programming Students in Need of Support. Doctoral thesis, University of Central Lancashire.

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

Kumar, Sanjit, Agarwal, Mayank, Deshpande, Vishal, Cooper, James R., Khosravi, Khabat, Rathnayake, Namal, Hoshino, Yukinobu, Kantamaneni, Komali ORCID: 0000-0002-3852-4374 and Rathnayake, Upaka (2024) AI-driven predictions of geophysical river flows with vegetation. Scientific Reports, 14 (1).

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 (2023) Definition of Multi-Objective Deep Reinforcement Learning Reward Functions for Self-Driving Vehicles in the Urban Environment. IEEE Transactions on Intelligent Transportation Systems . ISSN 1524-9050 (Submitted)

Kuru, Kaya ORCID: 0000-0002-4279-4166 (2023) Special Issue: Sensors and Sensor Fusion for Decision Making in Autonomous Driving and Vehicles. MDPI.

Kuru, Kaya ORCID: 0000-0002-4279-4166 (2024) Use of Wearable Miniaturised Medical Devices With Artificial Intelligence (AI) in Enhancing Physical Medicine. In: World Congress on Physical Medicine and Rehabilitation, 19-20 June 2024, Tokyo, Japan.

Kuru, Kaya ORCID: 0000-0002-4279-4166 (2023) Use of autonomous uninhabited aerial vehicles safely within mixed air traffic. In: Global Conference on Electronics, Communications and Networks (GCECN2024), 22-24 April 2024, Tokyo, Japan. (Unpublished)

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 Ansell, Darren ORCID: 0000-0003-2818-3315 (2023) Vision-Based Remote Sensing Imagery Datasets From Benkovac Landmine Test Site Using An Autonomous Drone For Detecting Landmine Locations. IEEE Data Port . pp. 1-10.

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 Kuru, Kaan (2024) Blockchain-Based Decentralised Privacy-Preserving Machine Learning Authentication and Verification With Immersive Devices in the Urban Metaverse Ecosystem. (Submitted)

Kuru, Kaya ORCID: 0000-0002-4279-4166 and Kuru, Kaan (2024) Blockchain-Enabled Privacy-Preserving Machine Learning Authentication With Immersive Devices for Urban Metaverse Cyberspaces. 2024 20th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA) . ISSN 2639-7110

Kuru, Kaya ORCID: 0000-0002-4279-4166 and Kuru, Kaan (2024) Urban Metaverse Cybercommunities & Blockchain-Based Privacy-Preserving Deep Learning Authentication and Verification With Immersive Metaverse Devices. In: IEEE Sixth International Conference on Blockchain Computing and Applications (BCCA 2024) - Decentralized AI for Robust Intelligence, 26–29 November, 2024, Dubai, UAE.

Kuru, Kaya ORCID: 0000-0002-4279-4166 and Kuru, Kaan (2024) Urban Metaverse Cyberthreats and Countermeasures to Mitigate Them. In: Dubai, UAE, 26–29 November, 2024, IEEE Sixth International Conference on Blockchain Computing and Applications (BCCA 2024).

Kuru, Kaya ORCID: 0000-0002-4279-4166 and Tunca, Yusuf (2012) Diagnostic Decision Support System in Genetic Diseases: The FaceGP DDSS. In: European Human Genetics Conference 2012, 23-26 June 2012, Nurnberg, Germany. (Unpublished)

Kuru, Kaya ORCID: 0000-0002-4279-4166 and Tunca, Yusuf (2013) Machine Learning Based Genetic Decision Making Methodology Using Genotype-Phenotype Mapping. In: American College of Medical Genetics and Genomics 2013 Annual Meeting, 19-23 March 2013, Phoenix, United States. (Unpublished)

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, Ansell, Darren ORCID: 0000-0003-2818-3315 and Jones, David (2023) Airborne Vision-Based Remote Sensing Imagery Datasets From Large Farms Using Autonomous Drones For Monitoring Livestock. IEEE DataPort .

Kuru, Kaya ORCID: 0000-0002-4279-4166, Ansell, Darren ORCID: 0000-0003-2818-3315, Hughes, Dave, Watkinson, Benjamin Jon, Gaudenzi, Fabrizio, Jones, Martin, Lunardi, David, Caswell, Noreen ORCID: 0000-0001-6832-6822, Montiel, Adela Rabella et al (2024) Treatment of Nocturnal Enuresis using miniaturised advanced mechatronics with Artificial Intelligence. IEEE Journal of Translational Engineering in Health and Medicine, 12 . pp. 204-214.

Kuru, Kaya ORCID: 0000-0002-4279-4166, Ansell, Darren ORCID: 0000-0003-2818-3315, Jon Watkinson, Benjamin, Jones, David, Sujit, Aadithya ORCID: 0000-0002-6744-5472, Pinder, John Michael and Tinker-Mill, Claire Louisa ORCID: 0000-0002-1981-3111 (2023) Intelligent automated, rapid and safe landmine and Unexploded Ordnance (UXO) detection using multiple sensor modalities mounted on autonomous drones. IEEE Transactions on Instrumentation and Measurement . ISSN 0018-9456 (Submitted)

Kuru, Kaya ORCID: 0000-0002-4279-4166, Ansell, Darren ORCID: 0000-0003-2818-3315, Jones, David, Watkinson, Benjamin, Pinder, John Michael and Tinker-Mill, Claire ORCID: 0000-0002-1981-3111 (2024) Deployment of autonomous IoT drones for precision farming in an automated manner. In: Use of technologies in Agriculture, 25 April 2024, Myerscough College, Preston, UK. (Unpublished)

Kuru, Kaya ORCID: 0000-0002-4279-4166, Ansell, Darren ORCID: 0000-0003-2818-3315, Jones, David, Watkinson, Benjamin, Pinder, John Michael, Hill, John Anthony, Muzzall, Eden, Tinker-Mill, Claire Louisa ORCID: 0000-0002-1981-3111, Stevens, Kerry et al (2024) Intelligent Airborne Monitoring of Livestock Using Autonomous Uninhabited Aerial Vehicles. In: Precision Livestock Farming 2024. European Conference on Precision Livestock Farming (ECPLF), pp. 1100-1110. ISBN 979-12-210-6736-

Kuru, Kaya ORCID: 0000-0002-4279-4166, Ansell, Darren ORCID: 0000-0003-2818-3315, Jones, David, Watkinson, Benjamin, Pinder, John Michael, Hill, John Anthony, Muzzall, Eden, Tinker-Mill, Claire ORCID: 0000-0002-1981-3111, Stevens, Kerry et al (2024) IoTFaUAV: Intelligent remote monitoring of livestock in large farms using autonomous unmanned aerial vehicles with vision-based sensors. Biosystems Engineering . (Submitted)

Kuru, Kaya ORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren ORCID: 0000-0003-2818-3315, McCarthy, John and McGovern, Stephanie (2023) Intelligent airborne monitoring of irregularly shaped man-made objects in the maritime ecosystem using statistical Machine Learning techniques. Ecological Informatics, 78 . pp. 1-29. ISSN 1574-9541

Kuru, Kaya ORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren ORCID: 0000-0003-2818-3315, McCarthy, John and McGovern, Stephanie (2024) Intelligent airborne monitoring of man-made marine objects using Machine Learning techniques - Part I. Coordinates, 20 (10). pp. 18-28. ISSN 0973-2136

Kuru, Kaya ORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren ORCID: 0000-0003-2818-3315, McCarthy, John and McGovern, Stephanie (2024) WILDetect - Part I. Coordinates, 20 (5). pp. 19-29. ISSN 0973-2136

Kuru, Kaya ORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren ORCID: 0000-0003-2818-3315, McCarthy, John and McGovern, Stephanie (2024) WILDetect - Part II. Coordinates, 20 (6). pp. 17-25. ISSN 0973-2136

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 (2023) Towards collision-free trajectory for autonomous and pilot-controlled unmanned aerial vehicles. IEEE Access .

Kuru, Kaya ORCID: 0000-0002-4279-4166, Sujit, Aadithya ORCID: 0000-0002-6744-5472, Ansell, Darren ORCID: 0000-0003-2818-3315, Jon Watkinson, Benjamin, Jones, David, Pinder, John Michael and Tinker-Mill, Claire Louisa ORCID: 0000-0002-1981-3111 (2024) Intelligent, Automated, Rapid, and Safe Landmine, Improvised Explosive Device and Unexploded Ordnance Detection Using Maggy. IEEE Access, 12 . pp. 165736-165755.

Kuru, Kaya ORCID: 0000-0002-4279-4166, Sujit, Aadithya ORCID: 0000-0002-6744-5472, Ansell, Darren ORCID: 0000-0003-2818-3315, Pinder, John Michael, Jones, David, Watkinson, Benjamin, Hamila, Ridha and Tinker-Mill, Claire Louisa ORCID: 0000-0002-1981-3111 (2024) Non-Invasive Detection of Landmines, Unexploded Ordnances and Improvised Explosive Devices Using Bespoke Unmanned Aerial Vehicles. In: IEEE International Conference on Electrical and Computer Engineering Researches (ICECER'24), 04-06 December 2024, Gaborone, Botswana.

Kuru, Kaya ORCID: 0000-0002-4279-4166, Watkinson, Benjamin Jon, Ansell, Darren ORCID: 0000-0003-2818-3315, Hughes, Dave, Jones, Martin, Caswell, Noreen ORCID: 0000-0001-6832-6822, Leather, Peter, Bennett, Kina, Sugden, Paula et al (2024) Smart Wearable Device for Nocturnal Enuresis. In: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, Dec 7-9, 2023, Malta.

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Lowe, Jordan and Kuru, Kaya ORCID: 0000-0002-4279-4166 (2024) Design & Development of a Prototype Intelligent Blind System Using Fuzzy Reasoning. 2024 20th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA) . ISSN 2639-7110

Lowe, Jordon and Kuru, Kaya ORCID: 0000-0002-4279-4166 (2024) Development of Machine Intelligence for Fully Autonomous Ground Vehicles Via Video Analysis. 2024 20th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA) . pp. 1-8. ISSN 2639-7110

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Mackinnon, Callum Robert ORCID: 0000-0001-5584-2545 (2023) The Investigation into Magnetic Skyrmion Dynamics Under the Influence of the Interfacial Spin-Transfer Torque. Doctoral thesis, University of Central Lancashire.

Madhushani, Charuni, Dananjaya, Kusal, Ekanayake, I.U., Meddage, D.P.P., Kantamaneni, Komali ORCID: 0000-0002-3852-4374 and Rathnayake, Upaka (2024) Modeling streamflow in non-gauged watersheds with sparse data considering physiographic, dynamic climate, and anthropogenic factors using explainable soft computing techniques. Journal of Hydrology, 631 . ISSN 0022-1694

Mani, Cyril, Paul, Tanya S., Archambault, Patrick M. and Marois, Alexandre ORCID: 0000-0002-4127-4134 (2024) Machine learning workflow for edge computed arrhythmia detection in exploration class missions. npj Microgravity, 10 (71).

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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Shazia, Ullah, Fath U min ORCID: 0000-0002-1243-9358, Rho, Seungmin and Lee, Mi Young (2024) Predictive modeling for ubiquitin proteins through advanced machine learning technique. Heliyon, 10 (12). e32517. ISSN 2405-8440

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

Sukhnandan, Jurad and Drosopoulos, Georgios ORCID: 0000-0002-4252-6321 (2024) Machine Learning Techniques for Analysing the Seismic Response in Multistorey Steel Structures. In: 2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv). Institute of Electrical and Electronics Engineers (IEEE), pp. 150-155. ISBN 979-8-3503-8501-4

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Wang, Dan and Chen, Lixin (2024) Financial Intelligence Forecasting Model on Regression Analysis and Support Vector Machine. Journal of Network Intelligence (JNI), 9 (3). pp. 1388-1404. ISSN 2414-8105

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

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Ye, Jianlin, Ioannou, Stelios ORCID: 0000-0002-8162-8953, Nikoalou, Panagiota and Raspopoulos, Marios ORCID: 0000-0003-1513-6018 (2023) CNN based Real-time Forest Fire Detection System for Low-power Embedded Devices. In: 2023 31st Mediterranean Conference on Control and Automation (MED), 26-29 June 2023.

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Zhao, Jianyu ORCID: 0000-0002-1531-8658 (2024) Deep Models for Rigid Objects Real-Time Pose Estimation. Doctoral thesis, University of Central Lancashire.