Items where Subject is "I460 - Machine learning"

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Number of items at this level: 53.

Article

Abad, Abouzar Rajabi Behesht, Ghorbani, Hamzeh, Mohamadian, Nima, Davoodi, Shadfar, Mehrad, Mohammad, Aghdam, Saeed Khezerloo-ye and Nasriani, Hamid Reza orcid iconORCID: 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 iconORCID: 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

Balisane, Hewa, Egho-Promise, Ehigiator Iyobor, Lyada, Emmanuel and Aina, Folayo orcid iconORCID: 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 iconORCID: 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

Ellison, George orcid iconORCID: 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

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 . ISSN 2326-5094

Giorgi, Daniela, Pascali, M. Antonietta, Henriquez, Pedro, Matuszewski, Bogdan J. orcid iconORCID: 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

Henriquez Castellano, Pedro orcid iconORCID: 0000-0001-6582-5351, Matuszewski, Bogdan J. orcid iconORCID: 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

Ioannou, Iacovos, Raspopoulos, Marios orcid iconORCID: 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.

Khan, Wasiq orcid iconORCID: 0000-0002-7511-3873, Hussain, Abir, Kuru, Kaya orcid iconORCID: 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 iconORCID: 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 iconORCID: 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 iconORCID: 0000-0002-4279-4166 and Ansell, Darren orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166 and Ansell, Darren orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166 and Khan, Wasiq orcid iconORCID: 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 iconORCID: 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 iconORCID: 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 iconORCID: 0000-0002-4279-4166, Ansell, Darren orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Ansell, Darren orcid iconORCID: 0000-0003-2818-3315, Hughes, Dave, Watkinson, Benjamin Jon, Gaudenzi, Fabrizio, Jones, Martin, Lunardi, David, Caswell, Noreen orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Ansell, Darren orcid iconORCID: 0000-0003-2818-3315, Jon Watkinson, Benjamin, Jones, David, Sujit, Aadithya orcid iconORCID: 0000-0002-6744-5472, Pinder, John Michael and Tinker-Mill, Claire Louisa orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Ansell, Darren orcid iconORCID: 0000-0003-2818-3315, Jones, David, Watkinson, Benjamin, Pinder, John Michael, Hill, John Anthony, Muzzall, Eden, Tinker-Mill, Claire orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Clough, Stuart, Ansell, Darren orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Pinder, John Michael, Watkinson, Benjamin Jon, Ansell, Darren orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Sujit, Aadithya orcid iconORCID: 0000-0002-6744-5472, Ansell, Darren orcid iconORCID: 0000-0003-2818-3315, Jon Watkinson, Benjamin, Jones, David, Pinder, John Michael and Tinker-Mill, Claire Louisa orcid iconORCID: 0000-0002-1981-3111 (2023) Intelligent, automated, rapid and safe landmine and Unexploded Ordnance (UXO) detection using Maggy. IEEE Transactions on Instrumentation and Measurement . ISSN 0018-9456 (Submitted)

Madhushani, Charuni, Dananjaya, Kusal, Ekanayake, I.U., Meddage, D.P.P., Kantamaneni, Komali orcid iconORCID: 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 iconORCID: 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 iconORCID: 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

Quan, Wei orcid iconORCID: 0000-0003-2099-9520, Ye, Ziyu and Matuszewski, Bogdan orcid iconORCID: 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.

Shazia, Ullah, Fath U min orcid iconORCID: 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

Siqueira, Laurinda F.S., Morais, Camilo De Lelis Medeiros-De- orcid iconORCID: 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 iconORCID: 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

Xie, Zheng orcid iconORCID: 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

Book Section

Guo, Li orcid iconORCID: 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

Paspallis, Nearchos orcid iconORCID: 0000-0002-2636-7973 and Raspopoulos, Marios orcid iconORCID: 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

Simo, Jules orcid iconORCID: 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.

Monograph

De Goede, Christian, Ansell, Darren orcid iconORCID: 0000-0003-2818-3315, Kuru, Kaya orcid iconORCID: 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.

Conference or Workshop Item

Gadepalli, Chaitanya, Jalalinajafabadi, Farideh, Xie, Zheng orcid iconORCID: 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.

Kuru, Kaya orcid iconORCID: 0000-0002-4279-4166 (2023) 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 iconORCID: 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 iconORCID: 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 iconORCID: 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 iconORCID: 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 iconORCID: 0000-0002-4279-4166, Ansell, Darren orcid iconORCID: 0000-0003-2818-3315 and Jones, David (2024) Intelligent Airborne Monitoring of Livestock Using Autonomous Uninhabited Aerial Vehicles. In: The 11th European Conference on Precision Livestock Farming, 09-12 September 2024, Bologna, Italy.

Kuru, Kaya orcid iconORCID: 0000-0002-4279-4166, Ansell, Darren orcid iconORCID: 0000-0003-2818-3315, Jones, David, Watkinson, Benjamin, Pinder, John Michael and Tinker-Mill, Claire orcid iconORCID: 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 iconORCID: 0000-0002-4279-4166, Watkinson, Benjamin Jon, Ansell, Darren orcid iconORCID: 0000-0003-2818-3315, Hughes, Dave, Jones, Martin, Caswell, Noreen orcid iconORCID: 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.

Paspallis, Nearchos orcid iconORCID: 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 iconORCID: 0000-0002-2636-7973 and Raspopoulos, Marios orcid iconORCID: 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.

Wang, Liyang, Zhou, Yu orcid iconORCID: 0000-0002-8071-6572 and Matuszewski, Bogdan orcid iconORCID: 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.

Ye, Jianlin, Ioannou, Stelios orcid iconORCID: 0000-0002-8162-8953, Nikoalou, Panagiota and Raspopoulos, Marios orcid iconORCID: 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.

Other

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

This list was generated on Wed Jul 17 14:51:04 2024 UTC.