Items where Subject is "I460 - Machine learning"

Article

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

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

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

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: 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: 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

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 (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 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 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, 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, 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 (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: 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

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

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.

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: 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

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

Book Section

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

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

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.

Monograph

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.

Conference or Workshop Item

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.

Kuru, Kaya ORCID: 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: 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 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, Ansell, Darren ORCID: 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: 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.

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.

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.

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.

Other

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