![Oktay Karakus](https://profiles-cardiff.imgix.net/attachments/1585?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Dr Oktay Karakus
(e/fe)
- Ar gael fel goruchwyliwr ôl-raddedig
Timau a rolau for Oktay Karakus
Darlithydd
Dirprwy Gyfarwyddwr
Arweinydd Grŵp, Dadansoddi Delwedd a Data Synhwyro o Bell (ReSIDA)
Darlithydd
Cyfrifiadureg a Gwybodeg
Trosolwg
Rwy'n Ddarlithydd (Athro Cynorthwyol) y mae ei ymchwil yn canolbwyntio ar ddulliau ystadegol a dysgu peiriannau ar gyfer dadansoddi delweddu, synhwyrydd, a data amgylcheddol cymhleth, gyda diddordebau penodol mewn modelu sy'n ymwybodol o ansicrwydd, ymasiad data amlfoddol, a synhwyro o bell. Am ragor o fanylion, ewch i'm tudalennau personol neu Google scholar .
Cyhoeddiad
2026
- Yang, T. et al., 2026. CPSNet: Physics-inspired label-free deep unfolding for lung ultrasound B-line detection. Digital Signal Processing 184 (A) 106399. (10.1016/j.dsp.2026.106399)
- Şahin, M. F. , Eyüpoğlu, C. and Karakuş, O. 2026. A fixed-ratio hybrid ARO-ALO algorithm for multi-level thresholding of histopathological colon cancer images. Cancers 18 (16) 2656. (10.3390/cancers18162656)
- Kara, B. C. , Eyupoglu, C. and Karakuş, O. 2026. A New Multidimensional Data Anonymization Algorithm for Privacy-Preserving Data Publishing. Electronics 15 (14) 3167. (10.3390/electronics15143167)
- Ahmad, A. , Karakuş, O. and Rosin, P. L. 2026. Sequential feature selection for efficient landslide segmentation from multi-spectral data. Frontiers in Remote Sensing 7 1877713. (10.3389/frsen.2026.1877713)
- Ma, W. , Karakus, O. and Rosin, P. L. 2026. Integrating semi-supervised and active learning for semantic segmentation. Science of Remote Sensing 13 100427. (10.1016/j.srs.2026.100427)
- Eyupoglu, S. et al., 2026. Natural dyeing of bio-mordanted cellulosic okra fiber and machine learning–based prediction of dyeing characteristics. Journal of Natural Fibers 23 (1) 2687604. (10.1080/15440478.2026.2687604)
- Karakuş, O. and Corcoran, P. 2026. A multi-modal spatial risk framework for EV charging infrastructure using remote sensing. Presented at: International Workshops of ECML PKDD 2025 Porto, Portugal 15–19 September 2025. Published in: Koprinska, I. , Mendes-Moreira, J. and Branco, P. eds. Machine Learning and Principles and Practice of Knowledge Discovery in Databases. 249 Cham: Springer. , pp.249-259. (10.1007/978-3-032-19108-3_17)
- Khidirova, E. and Karakus, O. 2026. UniCrop: A universal, multi-source data engineering pipeline for scalable crop yield prediction. Applied Sciences 16 (10) 4724. (10.3390/app16104724)
- Zhou, H. et al., 2026. An oversampling method for addressing imbalanced data utilizing K-means clustering and membership-based data partitioning. Engineering Applications of Artificial Intelligence 167 113799. (10.1016/j.engappai.2026.113799)
- Nogueira, K. et al., 2026. Core-set selection for data-efficient land cover segmentation. IEEE Access 14 , pp.19891-19903. (10.1109/access.2026.3659734)
- Karakuş, O. and Arkadaş, H. 2026. Through the gaps: uncovering tactical line-breaking passes with clustering. Presented at: 12th International Workshop, MLSA 2025 Porto, Portugal 15 September 2025. Published in: Rios-Neto, H. et al., Machine Learning and Data Mining for Sports Analytics. Vol. 2833.Communications in Computer and Information Science Cham: Springer. , pp.86-96. (10.1007/978-3-032-15165-0_7)
- Awais, C. M. et al., 2026. A classification-aware super-resolution framework for ship targets in SAR imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 19 , pp.6614-6622. (10.1109/jstars.2026.3655550)
- Weng, J. , Karakuş, O. and Li, Y. 2026. Continual generalized category discovery via enhancing representation learning. Presented at: UKAIRS 2026 Edinburgh, Scotland, UK 24-25 November 2026.
2025
- Binlajdam, R. et al. 2025. Review on sustainable forestry with artificial intelligence. ACM Journal on Computing and Sustainable Societies 3 (4) 35. (10.1145/3759259)
- Munian, S. et al. 2025. TopoFormer: Integrating transformers and ConvLSTMS for coastal topography prediction. Presented at: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane, Australia 03-08 August 2025. IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.6989-6993. (10.1109/IGARSS55030.2025.11313955)
- Awais, C. M. et al., 2025. Feature-space oversampling for addressing class imbalance in SAR ship classification. Presented at: IGARSS 2025 Brisbane, Australia 03-08 August 2025. IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.2010-2014. (10.1109/igarss55030.2025.11242334)
- Ma, W. , Karakuş, O. and Rosin, P. L. 2025. Patch-GAN transfer learning with reconstructive models for cloud removal. Presented at: 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane, Australia 3-8 August 2025. Proceedings of the International Geoscience and Remote Sensing Symposium. IEEE. , pp.6275-6279. (10.1109/igarss55030.2025.11243736)
- Sajjadi Mohammadabadi, S. M. et al., 2025. A survey of large language models: evolution, architectures, adaptation, benchmarking, applications, challenges, and societal implications. Electronics 14 (18) 3580. (10.3390/electronics14183580)
- Thomas, A. et al., 2025. Correlating diurnal variations in peak athleticism with buccal gene expression in youth football players. International Journal of Performance Analysis in Sport (10.1080/24748668.2025.2530293)
- Guerra, A. , Lepre, M. and Karakus, O. 2025. Quantifying extreme opinions on Reddit amidst the 2023 Israeli-Palestinian conflict. Natural Language Processing Journal 11 100156. (10.1016/j.nlp.2025.100156)
- Hao, P. , Karakuş, O. and Achim, A. 2025. RKFNet: A novel neural network aided robust Kalman filter. Signal Processing 230 109856. (10.1016/j.sigpro.2024.109856)
- Ma, W. , Karakus, O. and Rosin, P. L. 2025. DiverseNet: Decision diversified semi-supervised semantic segmentation networks for remote sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 18 , pp.14258-14271. (10.1109/jstars.2025.3574229)
- Yewle, A. D. , Mirzayeva, L. and Karakuş, O. 2025. Multi-modal data fusion and deep ensemble learning for accurate crop yield prediction. Remote Sensing Applications: Society and Environment 38 101613. (10.1016/j.rsase.2025.101613)
- Kara, B. C. , Eyupoglu, C. and Karakus, O. 2025. (r, k, ε)-anonymization: Privacy-preserving data publishing algorithm based on multi-dimensional outlier detection, k-anonymity, and ε-differential privacy. IEEE Access 13 , pp.70422-70435. (10.1109/access.2025.3559410)
- Ma, Z. et al. 2025. The impact of training data on MRS metabolite quantification with deep learning. Presented at: ISMRM & ISMRT Annual Meeting & Exhibition 2025 Honolulu, Hawaii, USA 10-15 May 2025.
2024
- Hao, P. , Karakus, O. and Achim, A. 2024. Robust Kalman filters based on the sub-Gaussian a-stable distribution. Signal Processing 224 109574. (10.1016/j.sigpro.2024.109574)
- Eyupoglu, S. et al., 2024. Investigation of dyeing characteristics of merino wool fiber dyed with sustainable natural dye extracted from Aesculus hippocastanum. Sustainability 16 (22) 10129. (10.3390/su162210129)
- Cook, A. and Karakuş, O. 2024. LLM-Commentator: Novel fine-tuning strategies of large language models for automatic commentary generation using football event data. Knowledge-Based Systems 300 112219. (10.1016/j.knosys.2024.112219)
- Balaji, S. and Karakus, O. 2024. Unsupervised structural damage assessment from space using the segment anything model (USDA-SAM): A case Study of the 2023 Turkiye earthquake. Presented at: International Geoscience and Remote Sensing Symposium Athens, Greece 7-12 July 2024. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.585-589. (10.1109/IGARSS53475.2024.10640396)
- Yang, T. et al., 2024. Dubline: a deep unfolding network for B-line detection in lung ultrasound images. Presented at: IEEE International Symposium on Biomedical Imaging (ISBI) Athens, Greece 27-30 May 2024. 2024 IEEE International Symposium on Biomedical Imaging (ISBI). IEEE. , pp.1-4. (10.1109/ISBI56570.2024.10635643)
- Scholtes, A. and Karakuş, O. 2024. Bayes-xG: player and position correction on expected goals (xG) using Bayesian hierarchical approach. Frontiers in Sports and Active Living 6 1348983. (10.3389/fspor.2024.1348983)
- Eyupoglu, C. and Karakuş, O. 2024. Novel CAD diagnosis method based on search, PCA, and AdaBoostM1 techniques. Journal of Clinical Medicine 13 (10) 2868. (10.3390/jcm13102868)
2023
- Duman, A. et al. 2023. RFS+: A clinically adaptable and computationally efficient strategy for enhanced brain tumor segmentation. Cancers 15 (23) 5620. (10.3390/cancers15235620)
- Karakuş, O. 2023. On advances, challenges and potentials of remote sensing image analysis in marine debris and suspected plastics monitoring. Frontiers in Remote Sensing 4 1302384. (10.3389/frsen.2023.1302384)
- Hewitt, J. H. and Karakus, O. 2023. A machine learning approach for player and position adjusted expected goals in football (soccer). Franklin Open 4 100034. (10.1016/j.fraope.2023.100034)
- Hao, P. , Karakus, O. and Achim, A. 2023. A hybrid particle-stochastic map filter. Signal Processing 207 108969. (10.1016/j.sigpro.2023.108969)
- Rowley, A. and Karakus, O. 2023. Predicting air quality via multimodal AI and satellite imagery. Remote Sensing of Environment 293 113609. (10.1016/j.rse.2023.113609)
- Booth, H. , Ma, W. and Karakuş, O. 2023. High-precision density mapping of marine debris and floating plastics via satellite imagery. Scientific Reports 13 6822. (10.1038/s41598-023-33612-2)
- Guerra, A. and Karakuş, O. 2023. Sentiment analysis for measuring hope and fear from Reddit posts during the 2022 Russo-Ukrainian conflict. Frontiers in Artificial Intelligence 6 1163577. (10.3389/frai.2023.1163577)
- Yang, T. et al., 2023. Current advances in computational lung ultrasound imaging: a review. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 70 (1), pp.2-15. (10.1109/TUFFC.2022.3221682)
2022
- Ma, W. , Karakuş, O. and Rosin, P. L. 2022. AMM-FuseNet: attention-based multi-modal image fusion network for land cover mapping. Remote Sensing 14 (18) 4458. (10.3390/rs14184458)
- Rizaev, I. et al., 2022. Modeling and SAR imaging of the sea surface: A review of the state-of-the-art with simulations. ISPRS Journal of Photogrammetry and Remote Sensing 187 , pp.120-140. (10.1016/j.isprsjprs.2022.02.017)
- Karakus, O. , Kuruoglu, E. E. and Achim, A. 2022. A generalized Gaussian extension to the Rician distribution for SAR image modeling. IEEE Transactions on Geoscience and Remote Sensing 60 5205615. (10.1109/TGRS.2021.3069091)
- Karakus, O. et al. 2022. Cauchy-Rician model for backscattering in urban SAR images. IEEE Geoscience and Remote Sensing Letters 19 4504905. (10.1109/LGRS.2022.3146370)
2021
- Karakus, O. and Achim, A. 2021. On solving SAR imaging inverse problems using nonconvex regularization with a cauchy-based penalty. IEEE Transactions on Geoscience and Remote Sensing 59 (7), pp.5828-5840. (10.1109/tgrs.2020.3011631)
- Mayo, P. et al., 2021. Representation learning via Cauchy Convolutional Sparse Coding. IEEE Access 9 , pp.100447-100459. (10.1109/ACCESS.2021.3096643)
- Karakus, O. , Kuruoglu, E. and Achim, A. 2021. A modification of Rician distribution for SAR image modelling. Presented at: 13th European Conference on Synthetic Aperture Radar (EUSAR 2021) Virtual 29 March - 01 April 2021. EUSAR 2021; 13th European Conference on Synthetic Aperture Radar. Vol. 2021-M., pp.587-592.
- Ma, W. , Achim, A. and Karakus, O. 2021. Exploiting the dual-tree complex wavelet transform for ship wake detection in SAR imagery. Presented at: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021) Toronto, ON, Canada 6-11 June 2021. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE. , pp.1530-1534. (10.1109/ICASSP39728.2021.9414898)
2020
- Karakus, O. et al. 2020. A non-convex regularization based line artefact quantification method in lung ultrasound imagery for pulmonary disease evaluation. The Journal of the Acoustical Society of America 148 (4), pp.2735-2735. (10.1121/1.5147598)
- Karakus, O. et al. 2020. Detection of line artifacts in lung ultrasound images of COVID-19 patients via nonconvex regularization. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 67 (11), pp.2218-2229. (10.1109/tuffc.2020.3016092)
- Karakus, O. et al. 2020. Convergence guarantees for non-convex optimisation with Cauchy-based penalties. IEEE Transactions on Signal Processing 68 , pp.6159-6170. (10.1109/TSP.2020.3032231)
- Yang, T. , Karakus, O. and Achim, A. 2020. Detection of ship wakes in sar imagery using cauchy regularisation. Presented at: 27th IEEE International Conference on Image Processing (ICIP 2020) United Arab Emirates 25-28 October 2020. 2020 IEEE International Conference on Image Processing (ICIP). IEEE. , pp.3473-3477. (10.1109/icip40778.2020.9190920)
- Karakus, O. , Rizaev, I. and Achim, A. 2020. A simulation study to evaluate the performance of the cauchy proximal operator in despeckling SAR images of the sea surface. Presented at: 2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) Waikoloa, HI, USA 26 September - 02 October 2020. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.1568-1571. (10.1109/IGARSS39084.2020.9323696)
- Karakus, O. and Achim, A. 2020. QuantLUS - CPS v1.0. Bristol: University of Bristol(10.5523/BRIS.Z47PFKWQIVFJ2D0QHYQ7V3U1I)
- Achim, A. and Karakus, O. 2020. Cauchy proximal splitting (CPS). Bristol: University of Bristol(10.5523/BRIS.15Y437LOA26CR2NX8GNN3L4HZI)
- Karakus, O. , Kuruoglu, E. E. and Achim, A. 2020. Modelling sea clutter in sar images using Laplace-Rician distribution. Presented at: 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Barcelona, Spain 04-08 May 2020. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Vol. 2020-M.IEEE. , pp.1454-1458. (10.1109/ICASSP40776.2020.9053289)
- Karakus, O. and Achim, A. 2020. AssenSAR wake detector. Bristol: University of Bristol(10.5523/BRIS.F2Q4T5PQLIX62SV5NTVQ51YJY)
2017
- Karakus, O. , Kuruglu, E. E. and Altinkaya, M. A. 2017. Bayesian Volterra system identification using reversible jump MCMC algorithm. Signal Processing 141 , pp.125-136. (10.1016/j.sigpro.2017.05.031)
- Karakus, O. , Kuruoglu, E. and Altinkaya, M. 2017. Nonlinear model selection for PARMA processes using RJMCMC. Presented at: EUSIPCO 2017: 25th European Signal Processing Conference (EUSIPCO) 28 August-2 September 2017. 2017 25th European Signal Processing Conference (EUSIPCO). IEEE. , pp.2056-2060. (10.23919/EUSIPCO.2017.8081571)
- Karakus, O. , Kuruoğlu, E. E. and Altınkaya, M. A. 2017. One-day ahead wind speed/power prediction based on polynomial autoregressive model. IET Renewable Power Generation 11 (11), pp.1430-1439. (10.1049/iet-rpg.2016.0972)
2016
- Karakus, O. , Kuruoglu, E. E. and Altinkaya, M. A. 2016. Bayesian estimation of polynomial moving average models with unknown degree of nonlinearity. Presented at: 24th European Signal Processing Conference (EUSIPCO) Budapest, Hungary 29 Aug-2 Sept 2016. 24th European Signal Processing Conference (EUSIPCO). , pp.1543-1547. (10.1109/EUSIPCO.2016.7760507)
2015
- Karakus, O. , Kuruoglu, E. E. and Altinkaya, M. A. 2015. Estimation of the nonlinearity degree for polynomial autoregressive processes with RJMCMC. Presented at: 2015 European Signal Processing Conference (EUSIPCO 2015) 31 August-4 September 2015. 2015 23rd European Signal Processing Conference (EUSIPCO). IEEE. , pp.958-962. (10.1109/eusipco.2015.7362524)
- Karakus, O. , Kuruoglu, E. E. and Altinkaya, M. A. 2015. Long term wind speed prediction with polynomial autoregressive model. Presented at: 23nd Signal Processing and Communications Applications Conference (SIU) Malatya, Turkey 16-19 May 2015. 23nd Signal Processing and Communications Applications Conference. IEEE. , pp.645-648. (10.1109/SIU.2015.7129907)
2014
- Ozbek, N. , Ertan, G. and Karakus, O. 2014. Perceptual quality evaluation of asymmetric stereo video coding for efficient 3D rate scaling. Turkish Journal of Electrical Engineering and Computer Sciences 2014 (22), pp.663-678. (10.3906/elk-1209-53)
2013
- Karakus, O. , Altinkaya, M. A. and Kilicaslan, K. 2013. The effect of convolutional encoder memory on the sphere decoding search radius in MIMO systems. Presented at: 21st Signal Processing and Communications Applications Conference (SIU) 24-26 April 2013. 2013 21st Signal Processing and Communications Applications Conference (SIU). IEEE(10.1109/siu.2013.6531238)
- Karakus, O. 2013. The performance comparison of European DTTV standards with LDPC-encoded-DVB-T standard under AWGN channel. Presented at: International Computer Symposium ICS 2012 12-14 December 2012. Published in: Chang, R. , Jain, L. C. and Peng, S. eds. Advances in Intelligent Systems and Applications - Volume 1: Proceedings of the International Computer Symposium ICS 2012 Held at Hualien, Taiwan, December 12–14, 2012. Smart Innovation, Systems and Technologies , pp.683-691. (10.1007/978-3-642-35452-6_69)
2012
- Karakus, O. and Ozen, S. 2012. European terrestrial digital television standards performance comparison under AWGN channel. Presented at: 20th Signal Processing and Communications Applications Conference (SIU) Mugla, Turkey 18-20 April 2012. 20th Signal Processing and Communications Applications Conference. IEEE. , pp.1-4. (10.1109/SIU.2012.6204570)
2011
- Ozbek, N. , Ertan, G. and Karakus, O. 2011. Interactive quality assessment for asymmetric coding of 3D video. Presented at: 2011 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON 2011) 16-18 May 2011. 2011 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON). IEEE(10.1109/3DTV.2011.5877199)
Arall
- Karakus, O. and Achim, A. 2020. QuantLUS - CPS v1.0. Bristol: University of Bristol(10.5523/BRIS.Z47PFKWQIVFJ2D0QHYQ7V3U1I)
- Achim, A. and Karakus, O. 2020. Cauchy proximal splitting (CPS). Bristol: University of Bristol(10.5523/BRIS.15Y437LOA26CR2NX8GNN3L4HZI)
- Karakus, O. and Achim, A. 2020. AssenSAR wake detector. Bristol: University of Bristol(10.5523/BRIS.F2Q4T5PQLIX62SV5NTVQ51YJY)
Cynadleddau
- Karakuş, O. and Corcoran, P. 2026. A multi-modal spatial risk framework for EV charging infrastructure using remote sensing. Presented at: International Workshops of ECML PKDD 2025 Porto, Portugal 15–19 September 2025. Published in: Koprinska, I. , Mendes-Moreira, J. and Branco, P. eds. Machine Learning and Principles and Practice of Knowledge Discovery in Databases. 249 Cham: Springer. , pp.249-259. (10.1007/978-3-032-19108-3_17)
- Karakuş, O. and Arkadaş, H. 2026. Through the gaps: uncovering tactical line-breaking passes with clustering. Presented at: 12th International Workshop, MLSA 2025 Porto, Portugal 15 September 2025. Published in: Rios-Neto, H. et al., Machine Learning and Data Mining for Sports Analytics. Vol. 2833.Communications in Computer and Information Science Cham: Springer. , pp.86-96. (10.1007/978-3-032-15165-0_7)
- Weng, J. , Karakuş, O. and Li, Y. 2026. Continual generalized category discovery via enhancing representation learning. Presented at: UKAIRS 2026 Edinburgh, Scotland, UK 24-25 November 2026.
- Munian, S. et al. 2025. TopoFormer: Integrating transformers and ConvLSTMS for coastal topography prediction. Presented at: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane, Australia 03-08 August 2025. IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.6989-6993. (10.1109/IGARSS55030.2025.11313955)
- Awais, C. M. et al., 2025. Feature-space oversampling for addressing class imbalance in SAR ship classification. Presented at: IGARSS 2025 Brisbane, Australia 03-08 August 2025. IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.2010-2014. (10.1109/igarss55030.2025.11242334)
- Ma, W. , Karakuş, O. and Rosin, P. L. 2025. Patch-GAN transfer learning with reconstructive models for cloud removal. Presented at: 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane, Australia 3-8 August 2025. Proceedings of the International Geoscience and Remote Sensing Symposium. IEEE. , pp.6275-6279. (10.1109/igarss55030.2025.11243736)
- Ma, Z. et al. 2025. The impact of training data on MRS metabolite quantification with deep learning. Presented at: ISMRM & ISMRT Annual Meeting & Exhibition 2025 Honolulu, Hawaii, USA 10-15 May 2025.
- Balaji, S. and Karakus, O. 2024. Unsupervised structural damage assessment from space using the segment anything model (USDA-SAM): A case Study of the 2023 Turkiye earthquake. Presented at: International Geoscience and Remote Sensing Symposium Athens, Greece 7-12 July 2024. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.585-589. (10.1109/IGARSS53475.2024.10640396)
- Yang, T. et al., 2024. Dubline: a deep unfolding network for B-line detection in lung ultrasound images. Presented at: IEEE International Symposium on Biomedical Imaging (ISBI) Athens, Greece 27-30 May 2024. 2024 IEEE International Symposium on Biomedical Imaging (ISBI). IEEE. , pp.1-4. (10.1109/ISBI56570.2024.10635643)
- Karakus, O. , Kuruoglu, E. and Achim, A. 2021. A modification of Rician distribution for SAR image modelling. Presented at: 13th European Conference on Synthetic Aperture Radar (EUSAR 2021) Virtual 29 March - 01 April 2021. EUSAR 2021; 13th European Conference on Synthetic Aperture Radar. Vol. 2021-M., pp.587-592.
- Ma, W. , Achim, A. and Karakus, O. 2021. Exploiting the dual-tree complex wavelet transform for ship wake detection in SAR imagery. Presented at: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021) Toronto, ON, Canada 6-11 June 2021. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE. , pp.1530-1534. (10.1109/ICASSP39728.2021.9414898)
- Yang, T. , Karakus, O. and Achim, A. 2020. Detection of ship wakes in sar imagery using cauchy regularisation. Presented at: 27th IEEE International Conference on Image Processing (ICIP 2020) United Arab Emirates 25-28 October 2020. 2020 IEEE International Conference on Image Processing (ICIP). IEEE. , pp.3473-3477. (10.1109/icip40778.2020.9190920)
- Karakus, O. , Rizaev, I. and Achim, A. 2020. A simulation study to evaluate the performance of the cauchy proximal operator in despeckling SAR images of the sea surface. Presented at: 2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) Waikoloa, HI, USA 26 September - 02 October 2020. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.1568-1571. (10.1109/IGARSS39084.2020.9323696)
- Karakus, O. , Kuruoglu, E. E. and Achim, A. 2020. Modelling sea clutter in sar images using Laplace-Rician distribution. Presented at: 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Barcelona, Spain 04-08 May 2020. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Vol. 2020-M.IEEE. , pp.1454-1458. (10.1109/ICASSP40776.2020.9053289)
- Karakus, O. , Kuruoglu, E. and Altinkaya, M. 2017. Nonlinear model selection for PARMA processes using RJMCMC. Presented at: EUSIPCO 2017: 25th European Signal Processing Conference (EUSIPCO) 28 August-2 September 2017. 2017 25th European Signal Processing Conference (EUSIPCO). IEEE. , pp.2056-2060. (10.23919/EUSIPCO.2017.8081571)
- Karakus, O. , Kuruoglu, E. E. and Altinkaya, M. A. 2016. Bayesian estimation of polynomial moving average models with unknown degree of nonlinearity. Presented at: 24th European Signal Processing Conference (EUSIPCO) Budapest, Hungary 29 Aug-2 Sept 2016. 24th European Signal Processing Conference (EUSIPCO). , pp.1543-1547. (10.1109/EUSIPCO.2016.7760507)
- Karakus, O. , Kuruoglu, E. E. and Altinkaya, M. A. 2015. Estimation of the nonlinearity degree for polynomial autoregressive processes with RJMCMC. Presented at: 2015 European Signal Processing Conference (EUSIPCO 2015) 31 August-4 September 2015. 2015 23rd European Signal Processing Conference (EUSIPCO). IEEE. , pp.958-962. (10.1109/eusipco.2015.7362524)
- Karakus, O. , Kuruoglu, E. E. and Altinkaya, M. A. 2015. Long term wind speed prediction with polynomial autoregressive model. Presented at: 23nd Signal Processing and Communications Applications Conference (SIU) Malatya, Turkey 16-19 May 2015. 23nd Signal Processing and Communications Applications Conference. IEEE. , pp.645-648. (10.1109/SIU.2015.7129907)
- Karakus, O. , Altinkaya, M. A. and Kilicaslan, K. 2013. The effect of convolutional encoder memory on the sphere decoding search radius in MIMO systems. Presented at: 21st Signal Processing and Communications Applications Conference (SIU) 24-26 April 2013. 2013 21st Signal Processing and Communications Applications Conference (SIU). IEEE(10.1109/siu.2013.6531238)
- Karakus, O. 2013. The performance comparison of European DTTV standards with LDPC-encoded-DVB-T standard under AWGN channel. Presented at: International Computer Symposium ICS 2012 12-14 December 2012. Published in: Chang, R. , Jain, L. C. and Peng, S. eds. Advances in Intelligent Systems and Applications - Volume 1: Proceedings of the International Computer Symposium ICS 2012 Held at Hualien, Taiwan, December 12–14, 2012. Smart Innovation, Systems and Technologies , pp.683-691. (10.1007/978-3-642-35452-6_69)
- Karakus, O. and Ozen, S. 2012. European terrestrial digital television standards performance comparison under AWGN channel. Presented at: 20th Signal Processing and Communications Applications Conference (SIU) Mugla, Turkey 18-20 April 2012. 20th Signal Processing and Communications Applications Conference. IEEE. , pp.1-4. (10.1109/SIU.2012.6204570)
- Ozbek, N. , Ertan, G. and Karakus, O. 2011. Interactive quality assessment for asymmetric coding of 3D video. Presented at: 2011 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON 2011) 16-18 May 2011. 2011 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON). IEEE(10.1109/3DTV.2011.5877199)
Erthyglau
- Yang, T. et al., 2026. CPSNet: Physics-inspired label-free deep unfolding for lung ultrasound B-line detection. Digital Signal Processing 184 (A) 106399. (10.1016/j.dsp.2026.106399)
- Şahin, M. F. , Eyüpoğlu, C. and Karakuş, O. 2026. A fixed-ratio hybrid ARO-ALO algorithm for multi-level thresholding of histopathological colon cancer images. Cancers 18 (16) 2656. (10.3390/cancers18162656)
- Kara, B. C. , Eyupoglu, C. and Karakuş, O. 2026. A New Multidimensional Data Anonymization Algorithm for Privacy-Preserving Data Publishing. Electronics 15 (14) 3167. (10.3390/electronics15143167)
- Ahmad, A. , Karakuş, O. and Rosin, P. L. 2026. Sequential feature selection for efficient landslide segmentation from multi-spectral data. Frontiers in Remote Sensing 7 1877713. (10.3389/frsen.2026.1877713)
- Ma, W. , Karakus, O. and Rosin, P. L. 2026. Integrating semi-supervised and active learning for semantic segmentation. Science of Remote Sensing 13 100427. (10.1016/j.srs.2026.100427)
- Eyupoglu, S. et al., 2026. Natural dyeing of bio-mordanted cellulosic okra fiber and machine learning–based prediction of dyeing characteristics. Journal of Natural Fibers 23 (1) 2687604. (10.1080/15440478.2026.2687604)
- Khidirova, E. and Karakus, O. 2026. UniCrop: A universal, multi-source data engineering pipeline for scalable crop yield prediction. Applied Sciences 16 (10) 4724. (10.3390/app16104724)
- Zhou, H. et al., 2026. An oversampling method for addressing imbalanced data utilizing K-means clustering and membership-based data partitioning. Engineering Applications of Artificial Intelligence 167 113799. (10.1016/j.engappai.2026.113799)
- Nogueira, K. et al., 2026. Core-set selection for data-efficient land cover segmentation. IEEE Access 14 , pp.19891-19903. (10.1109/access.2026.3659734)
- Awais, C. M. et al., 2026. A classification-aware super-resolution framework for ship targets in SAR imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 19 , pp.6614-6622. (10.1109/jstars.2026.3655550)
- Binlajdam, R. et al. 2025. Review on sustainable forestry with artificial intelligence. ACM Journal on Computing and Sustainable Societies 3 (4) 35. (10.1145/3759259)
- Sajjadi Mohammadabadi, S. M. et al., 2025. A survey of large language models: evolution, architectures, adaptation, benchmarking, applications, challenges, and societal implications. Electronics 14 (18) 3580. (10.3390/electronics14183580)
- Thomas, A. et al., 2025. Correlating diurnal variations in peak athleticism with buccal gene expression in youth football players. International Journal of Performance Analysis in Sport (10.1080/24748668.2025.2530293)
- Guerra, A. , Lepre, M. and Karakus, O. 2025. Quantifying extreme opinions on Reddit amidst the 2023 Israeli-Palestinian conflict. Natural Language Processing Journal 11 100156. (10.1016/j.nlp.2025.100156)
- Hao, P. , Karakuş, O. and Achim, A. 2025. RKFNet: A novel neural network aided robust Kalman filter. Signal Processing 230 109856. (10.1016/j.sigpro.2024.109856)
- Ma, W. , Karakus, O. and Rosin, P. L. 2025. DiverseNet: Decision diversified semi-supervised semantic segmentation networks for remote sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 18 , pp.14258-14271. (10.1109/jstars.2025.3574229)
- Yewle, A. D. , Mirzayeva, L. and Karakuş, O. 2025. Multi-modal data fusion and deep ensemble learning for accurate crop yield prediction. Remote Sensing Applications: Society and Environment 38 101613. (10.1016/j.rsase.2025.101613)
- Kara, B. C. , Eyupoglu, C. and Karakus, O. 2025. (r, k, ε)-anonymization: Privacy-preserving data publishing algorithm based on multi-dimensional outlier detection, k-anonymity, and ε-differential privacy. IEEE Access 13 , pp.70422-70435. (10.1109/access.2025.3559410)
- Hao, P. , Karakus, O. and Achim, A. 2024. Robust Kalman filters based on the sub-Gaussian a-stable distribution. Signal Processing 224 109574. (10.1016/j.sigpro.2024.109574)
- Eyupoglu, S. et al., 2024. Investigation of dyeing characteristics of merino wool fiber dyed with sustainable natural dye extracted from Aesculus hippocastanum. Sustainability 16 (22) 10129. (10.3390/su162210129)
- Cook, A. and Karakuş, O. 2024. LLM-Commentator: Novel fine-tuning strategies of large language models for automatic commentary generation using football event data. Knowledge-Based Systems 300 112219. (10.1016/j.knosys.2024.112219)
- Scholtes, A. and Karakuş, O. 2024. Bayes-xG: player and position correction on expected goals (xG) using Bayesian hierarchical approach. Frontiers in Sports and Active Living 6 1348983. (10.3389/fspor.2024.1348983)
- Eyupoglu, C. and Karakuş, O. 2024. Novel CAD diagnosis method based on search, PCA, and AdaBoostM1 techniques. Journal of Clinical Medicine 13 (10) 2868. (10.3390/jcm13102868)
- Duman, A. et al. 2023. RFS+: A clinically adaptable and computationally efficient strategy for enhanced brain tumor segmentation. Cancers 15 (23) 5620. (10.3390/cancers15235620)
- Karakuş, O. 2023. On advances, challenges and potentials of remote sensing image analysis in marine debris and suspected plastics monitoring. Frontiers in Remote Sensing 4 1302384. (10.3389/frsen.2023.1302384)
- Hewitt, J. H. and Karakus, O. 2023. A machine learning approach for player and position adjusted expected goals in football (soccer). Franklin Open 4 100034. (10.1016/j.fraope.2023.100034)
- Hao, P. , Karakus, O. and Achim, A. 2023. A hybrid particle-stochastic map filter. Signal Processing 207 108969. (10.1016/j.sigpro.2023.108969)
- Rowley, A. and Karakus, O. 2023. Predicting air quality via multimodal AI and satellite imagery. Remote Sensing of Environment 293 113609. (10.1016/j.rse.2023.113609)
- Booth, H. , Ma, W. and Karakuş, O. 2023. High-precision density mapping of marine debris and floating plastics via satellite imagery. Scientific Reports 13 6822. (10.1038/s41598-023-33612-2)
- Guerra, A. and Karakuş, O. 2023. Sentiment analysis for measuring hope and fear from Reddit posts during the 2022 Russo-Ukrainian conflict. Frontiers in Artificial Intelligence 6 1163577. (10.3389/frai.2023.1163577)
- Yang, T. et al., 2023. Current advances in computational lung ultrasound imaging: a review. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 70 (1), pp.2-15. (10.1109/TUFFC.2022.3221682)
- Ma, W. , Karakuş, O. and Rosin, P. L. 2022. AMM-FuseNet: attention-based multi-modal image fusion network for land cover mapping. Remote Sensing 14 (18) 4458. (10.3390/rs14184458)
- Rizaev, I. et al., 2022. Modeling and SAR imaging of the sea surface: A review of the state-of-the-art with simulations. ISPRS Journal of Photogrammetry and Remote Sensing 187 , pp.120-140. (10.1016/j.isprsjprs.2022.02.017)
- Karakus, O. , Kuruoglu, E. E. and Achim, A. 2022. A generalized Gaussian extension to the Rician distribution for SAR image modeling. IEEE Transactions on Geoscience and Remote Sensing 60 5205615. (10.1109/TGRS.2021.3069091)
- Karakus, O. et al. 2022. Cauchy-Rician model for backscattering in urban SAR images. IEEE Geoscience and Remote Sensing Letters 19 4504905. (10.1109/LGRS.2022.3146370)
- Karakus, O. and Achim, A. 2021. On solving SAR imaging inverse problems using nonconvex regularization with a cauchy-based penalty. IEEE Transactions on Geoscience and Remote Sensing 59 (7), pp.5828-5840. (10.1109/tgrs.2020.3011631)
- Mayo, P. et al., 2021. Representation learning via Cauchy Convolutional Sparse Coding. IEEE Access 9 , pp.100447-100459. (10.1109/ACCESS.2021.3096643)
- Karakus, O. et al. 2020. A non-convex regularization based line artefact quantification method in lung ultrasound imagery for pulmonary disease evaluation. The Journal of the Acoustical Society of America 148 (4), pp.2735-2735. (10.1121/1.5147598)
- Karakus, O. et al. 2020. Detection of line artifacts in lung ultrasound images of COVID-19 patients via nonconvex regularization. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 67 (11), pp.2218-2229. (10.1109/tuffc.2020.3016092)
- Karakus, O. et al. 2020. Convergence guarantees for non-convex optimisation with Cauchy-based penalties. IEEE Transactions on Signal Processing 68 , pp.6159-6170. (10.1109/TSP.2020.3032231)
- Karakus, O. , Kuruglu, E. E. and Altinkaya, M. A. 2017. Bayesian Volterra system identification using reversible jump MCMC algorithm. Signal Processing 141 , pp.125-136. (10.1016/j.sigpro.2017.05.031)
- Karakus, O. , Kuruoğlu, E. E. and Altınkaya, M. A. 2017. One-day ahead wind speed/power prediction based on polynomial autoregressive model. IET Renewable Power Generation 11 (11), pp.1430-1439. (10.1049/iet-rpg.2016.0972)
- Ozbek, N. , Ertan, G. and Karakus, O. 2014. Perceptual quality evaluation of asymmetric stereo video coding for efficient 3D rate scaling. Turkish Journal of Electrical Engineering and Computer Sciences 2014 (22), pp.663-678. (10.3906/elk-1209-53)
Ymchwil
Mae fy ymchwil yn gorwedd ar groesffordd gwyddor data ystadegol, dysgu peiriannau, a phrosesu signal a delweddau. Rwy'n datblygu dulliau sy'n cael eu gyrru gan ddata ac sy'n ymwybodol o ansicrwydd ar gyfer dadansoddi synhwyrydd, delweddu a data amgylcheddol cymhleth, gyda diddordebau penodol mewn modelu tebygolrwydd, ymasiad data amlfoddol, synhwyro o bell, a dadansoddeg geo-ofodol. Mae fy ngwaith yn cyfuno casgliad ystadegol, dysgu peiriannau, a dulliau cyfrifiadurol i gefnogi gwneud penderfyniadau mewn systemau byd go iawn sy'n cynnwys data heterogenaidd, swnllyd a strwythuredig gofodol.
Mae fy ymchwil wedi esblygu o sylfaen mewn prosesu signalau a delweddau Bayesian, problemau gwrthdro, optimeiddio, a meintioli ansicrwydd tuag at heriau ehangach mewn AI data-ganolog a dysgu amlfoddol. Rwyf wedi gweithio'n helaeth ar integreiddio delweddau lloeren gyda ffynonellau data cyflenwol ar gyfer cymwysiadau gan gynnwys modelu ansawdd aer, rhagfynegi cynnyrch cnydau, monitro amgylcheddol, a dadansoddiad geo-ofodol ar raddfa fawr. Yn fwy diweddar, rwyf wedi datblygu diddordebau mewn dysgu peiriannau sy'n ymwybodol o ansicrwydd, AI tebygolrwydd, modelu seiliedig ar graffiau, a chasgliadau amrywiol ar gyfer systemau synhwyro ac amgylcheddol cymhleth.
Cyn ymuno â Phrifysgol Caerdydd, roeddwn i'n gweithio ym maes delweddu cyfrifiadurol ystadegol ym Mhrifysgol Bryste, lle cynhaliais ymchwil ar synhwyro o bell, dadansoddi delweddau SAR, modelau delweddu tebygol, a phrosesu delweddau ystadegol. Mae'r gwaith hwn yn darparu sylfaen gref mewn gwyddoniaeth delweddu a chasgliad sy'n ymwybodol o ansicrwydd, sy'n parhau i lywio fy rhaglen ymchwil gyfredol.
Addysgu
Fi yw'r arweinydd modiwl ar gyfer modiwlau:
- CMT309 - Gwyddor Data Cyfrifiadurol
- CMT124 - Data Mawr, Dysgu Peiriannau ac AI
- CMT228 - Cyfrifiadura Cymhwysol ar gyfer Cynaliadwyedd Amgylcheddol
- CM3809 - Sylfeini Gwyddor Data
Bywgraffiad
Rwy'n Ddarlithydd (yn debyg i Athro Cynorthwyol) yn yr Ysgol Cyfrifiadureg a Gwybodeg ym Mhrifysgol Caerdydd. Derbyniais fy B.Sc. gradd mewn peirianneg electroneg (gydag Anrhydedd) o Brifysgol Istanbul Kültür, Twrci, yn 2009. Yna, cefais fy M.Sc. a PhD graddau mewn electroneg a pheirianneg gyfathrebu o Sefydliad Technoleg İzmir (IZTECH), Twrci, yn 2012 a 2018, yn y drefn honno. Dyfarnwyd Gwobr Traethawd PhD IEEE Twrci 2020 i mi.
Cyn ymuno â Phrifysgol Caerdydd yn 2021, roeddwn yn Gydymaith Ymchwil Ôl-ddoethurol yn yr Adran Peirianneg Drydanol ac Electronig ym Mhrifysgol Bryste (2018–2021), lle bûm yn gweithio ar brosesu signalau a delweddau ystadegol, dysgu peiriannau, a synhwyro o bell.
Ym Mhrifysgol Caerdydd, rwy'n gwasanaethu fel Dirprwy Gyfarwyddwr Academi Gwyddor Data Caerdydd (DSA), Arweinydd y Grŵp Ymchwil Synhwyro o Bell Dadansoddi Delweddau a Data (ReSIDA), ac Arweinydd Rhaglen ar y Cyd ar gyfer yr MSc mewn Gwyddor Data ar gyfer Cynaliadwyedd Amgylcheddol.
Rwyf wedi cyd-awdur dros 90 o gyhoeddiadau gwyddonol sy'n cwmpasu gwyddor data ystadegol, dysgu peiriannau, prosesu signalau a delweddau, synhwyro o bell, a dadansoddeg amgylcheddol. Rwy'n aelod o'r IEEE, Cymdeithas Prosesu Signalau IEEE, ac yn Gymrawd o'r Academi Addysg Uwch (FHEA).
Anrhydeddau a dyfarniadau
- 2022 Cymrawd yr Academi Addysg Uwch (FHEA)
- Gwobr Traethawd PhD 2020 / Sefydliad y Peirianwyr Trydanol ac Electroneg (IEEE) Adran Twrci
- 2017 Cymrawd PhD Rhyngwladol / Cyngor Ymchwil Gwyddonol a Thechnolegol Twrci (TUBITAK) / Twrci
- 2012 - 2017 Ysgolhaig PhD / Cyngor Ymchwil Gwyddonol a Thechnolegol Twrci (TUBITAK) / Twrci
- 2012 Ysgolhaig Graddedig / Academi Turkcell, Arweinwyr Technoleg / Twrci
- 2009 - 2011 Ysgolhaig MSc / Cyngor Ymchwil Gwyddonol a Thechnolegol Twrci (TUBITAK) / Twrci
- 2009 Myfyriwr uchaf yr Adran Peirianneg Electroneg / 3.80 / 4.00 GPA / Prifysgol Kultur Istanbul / Twrci
- 2007 - 2009 Myfyriwr Anrhydedd Uchel / Prifysgol Kultur Istanbul / Twrci
Aelodaethau proffesiynol
- 2018 – Member, the Institute of Electrical and Electronics Engineers (IEEE)
- 2018 – Member, the Institute of Electrical and Electronics Engineers (IEEE) “Signal Processing Society”
Safleoedd academaidd blaenorol
- 2021 - ... : Darlithydd mewn Cyfrifiadureg a Gwybodeg, Prifysgol Caerdydd
- 2018 - 2021: Cydymaith Ymchwil mewn Prosesu Delweddau, Prifysgol Bryste
- 2012 - 2018: Cynorthwyydd Ymchwil - Sefydliad Technoleg Izmir (IZTECH), Twrci
- 2017 – 2017 Ysgolhaig Gwadd - Istituto di Scienza e Tecnologie dell'Informazione (ISTI)/The Consiglio Nazionale delle Ricerche (CNR)/Pisa, Yr Eidal
- 2009 - 2012: Cynorthwy-ydd Ymchwil - Prifysgol Yasar, Twrci.
Pwyllgorau ac adolygu
- 2025 – Bwrdd Golygyddol, Ffiniau mewn Chwaraeon a Dysgu Egnïol
- 2024 – Bwrdd Golygyddol, Frontiers in Remote Sensing
- 2020 – Adolygydd, Applied Ocean Research/Elsevier
- 2020 – Adolygydd, Trafodion ar Brosesu Signalau / IEEE
- 2020 – Adolygydd, Trafodion ar Ddelweddu Cyfrifiadurol / IEEE
- 2020 – Adolygydd, Synhwyro o Bell o'r Amgylchedd / Elsevier
- 2019 – Adolygydd, Llythyrau Prosesu Niwral / Springer
- 2019 – Adolygwr, Synhwyro o Bell / MDPI
- 2019 – Adolygydd, Synwyryddion / MDPI
- 2018 – Adolygydd, Trafodion ar Brosesu Delweddau / IEEE
- 2018 – Adolygydd, Trafodion ar Geowyddoniaeth a Synhwyro o Bell / IEEE
- 2018 – Adolygydd, Trafodion ar Dechnoleg Systemau Rheoli / IEEE
- 2018 – Adolygydd, Trafodion ar Ynni Cynaliadwy / IEEE
- 2017 – Adolygydd, Prosesu Signal Digidol: Cyfnodolyn Adolygu/Elsevier
- 2017 – Adolygydd, Trafodion ar Systemau Pŵer / IEEE
Meysydd goruchwyliaeth
Fi yw Sylfaenydd ac Arweinydd y Grŵp Ymchwil Dadansoddi Delweddau a Data Synhwyro o Bell (ReSIDA) ym Mhrifysgol Caerdydd. Mae'r grŵp yn datblygu methodolegau ystadegol, dysgu peirianyddol a phrosesu signalau ar gyfer dadansoddi data delweddu, synhwyrydd ac amgylcheddol cymhleth, gyda phwyslais arbennig ar fodelu sy'n ymwybodol o ansicrwydd ac AI data-ganolog.
Mae themâu ymchwil cyfredol yn cynnwys:
- Dysgu Peiriant Ystadegol a Bayesian
- AI a Chasgliad Tebygolrwydd Ymwybodol o Ansicrwydd
- Casgliad Amrywiol a Dulliau Bayesian Cynhyrchiol
- Dysgu Peiriant Geo-Ymwybodol a Modelu Gofodol
- Ymasiad Data Amlfoddol ac Integreiddio Gwybodaeth
- Synhwyro o Bell a Dadansoddeg Arsylwi'r Ddaear
- Gwyddor Data Amgylcheddol a Chymwysiadau Hinsawdd
- Prosesu Signal a Delwedd
- Delweddu Cyfrifiadurol a Phroblemau Gwrthdro
- AI Esboniadwy a Dibynadwy
- Dysgu seiliedig ar graffiau a modelu systemau cymhleth
- Dadansoddeg Chwaraeon a Gwyddor Data Gofodol-Amserol
Mae'r grŵp yn cyfuno ymchwil methodolegol â chymwysiadau yn y byd go iawn, gan weithio'n agos gyda phartneriaid academaidd, diwydiannol a sector cyhoeddus. Rydym yn croesawu ceisiadau gan fyfyrwyr MSc a PhD sydd â diddordeb mewn datblygu dulliau newydd a'u cymhwyso i setiau data heriol yn y byd go iawn.
Anogir darpar fyfyrwyr ôl-raddedig sydd â diddordeb mewn ymuno â'r grŵp i gysylltu â mi yn uniongyrchol yn [email protected] i drafod prosiectau ymchwil posibl a chyfleoedd ariannu.
Rwyf hefyd yn croesawu ceisiadau trwy gynlluniau a ariennir yn allanol, gan gynnwys Rhaglen Ysgoloriaeth PhD Cyngor Ysgoloriaeth Tsieina (CSC) a llwybrau ysgoloriaeth rhyngwladol eraill.
Goruchwyliaeth gyfredol
Wanli Ma
Zien Ma
News articles
Contact Details
[email protected]
+44 29225 14927
Abacws, Ystafell 2.21, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG
+44 29225 14927
Abacws, Ystafell 2.21, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG
Themâu ymchwil
Arbenigeddau
- Synhwyro o bell lloeren
- Dysgu peirianyddol
- Asesu a monitro amgylcheddol
- Gwyddor data
- Dadansoddeg Chwaraeon
