| Review of deep learning: concepts, CNN architectures, challenges, applications, future directions L Alzubaidi, J Zhang, AJ Humaidi, A Al-Dujaili, Y Duan, O Al-Shamma, ... Journal of big Data 8, 1-74, 2021 | 4634 | 2021 |
| Towards automatic power line detection for a UAV surveillance system using pulse coupled neural filter and an improved Hough transform Z Li, Y Liu, R Walker, R Hayward, J Zhang Machine Vision and Applications 21, 677-686, 2010 | 288 | 2010 |
| A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications L Alzubaidi, J Bai, A Al-Sabaawi, J Santamaría, AS Albahri, ... Journal of Big Data 10 (1), 46, 2023 | 219 | 2023 |
| Towards a better understanding of transfer learning for medical imaging: a case study L Alzubaidi, MA Fadhel, O Al-Shamma, J Zhang, J Santamaría, Y Duan, ... Applied Sciences 10 (13), 4523, 2020 | 219 | 2020 |
| Novel transfer learning approach for medical imaging with limited labeled data L Alzubaidi, M Al-Amidie, A Al-Asadi, AJ Humaidi, O Al-Shamma, ... Cancers 13 (7), 1590, 2021 | 214 | 2021 |
| Knowledge-based power line detection for UAV surveillance and inspection systems Z Li, Y Liu, R Hayward, J Zhang, J Cai 2008 23rd International Conference Image and Vision Computing New Zealand, 1-6, 2008 | 209 | 2008 |
| Visualization of long-duration acoustic recordings of the environment M Towsey, L Zhang, M Cottman-Fields, J Wimmer, J Zhang, P Roe Procedia Computer Science 29, 703-712, 2014 | 176 | 2014 |
| Sensor network for the monitoring of ecosystem: Bird species recognition J Cai, D Ee, B Pham, P Roe, J Zhang 2007 3rd international conference on intelligent sensors, sensor networks …, 2007 | 168 | 2007 |
| Deep learning models for classification of red blood cells in microscopy images to aid in sickle cell anemia diagnosis L Alzubaidi, MA Fadhel, O Al-Shamma, J Zhang, Y Duan Electronics 9 (3), 427, 2020 | 164 | 2020 |
| DFU_QUTNet: diabetic foot ulcer classification using novel deep convolutional neural network L Alzubaidi, MA Fadhel, SR Oleiwi, O Al-Shamma, J Zhang Multimedia Tools and Applications 79 (21), 15655-15677, 2020 | 152 | 2020 |
| Optimizing the performance of breast cancer classification by employing the same domain transfer learning from hybrid deep convolutional neural network model L Alzubaidi, O Al-Shamma, MA Fadhel, L Farhan, J Zhang, Y Duan Electronics 9 (3), 445, 2020 | 152 | 2020 |
| Aspect-based opinion extraction from customer reviews AK Samha, Y Li, J Zhang arXiv preprint arXiv:1404.1982, 2014 | 91 | 2014 |
| Moving object detection in aerial video based on spatiotemporal saliency H Shen, S Li, C Zhu, H Chang, J Zhang Chinese Journal of Aeronautics 26 (5), 1211-1217, 2013 | 80 | 2013 |
| OpenCIS—Open Source GIS‐based web community information system D Caldeweyher, J Zhang, B Pham International Journal of Geographical Information Science 20 (8), 885-898, 2006 | 71 | 2006 |
| Classification of red blood cells in sickle cell anemia using deep convolutional neural network L Alzubaidi, O Al-Shamma, MA Fadhel, L Farhan, J Zhang Intelligent Systems Design and Applications: 18th International Conference …, 2020 | 61 | 2020 |
| Rebuilding social capital: Engaging newly arrived refugees in participatory design A Almohamed, D Vyas, J Zhang Proceedings of the 29th Australian conference on computer-human interaction …, 2017 | 59 | 2017 |
| A survey of tagging techniques for music, speech and environmental sound S Duan, J Zhang, P Roe, M Towsey Artificial Intelligence Review 42, 637-661, 2014 | 59 | 2014 |
| Using multi-label classification for acoustic pattern detection and assisting bird species surveys L Zhang, M Towsey, J Xie, J Zhang, P Roe Applied Acoustics 110, 91-98, 2016 | 58 | 2016 |
| Bioacoustic signal denoising: a review J Xie, JG Colonna, J Zhang Artificial Intelligence Review 54, 3575-3597, 2021 | 52 | 2021 |
| Acoustic classification of australian anurans using syllable features J Xie, M Towsey, A Truskinger, P Eichinski, J Zhang, P Roe 2015 IEEE tenth international conference on intelligent sensors, sensor …, 2015 | 52 | 2015 |
Paul RoeProfessor, Queensland University of TechnologyVerified email at qut.edu.au
