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Darren Dancey
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2020 – today
- 2024
- [j11]Moi Hoon Yap
, Bill Cassidy, Michal Byra, Ting-Yu Liao, Huahui Yi, Adrian Galdran, Yung-Han Chen, Raphael Brüngel, Sven Koitka, Christoph M. Friedrich
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Anal. 94: 103153 (2024) - [i6]Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Darren Dancey:
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation. CoRR abs/2404.17335 (2024) - 2023
- [j10]Xin Zhang
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI. IEEE Access 11: 108603-108616 (2023) - [j9]Samson B. Akintoye, Liangxiu Han
Layer-wise partitioning and merging for efficient and scalable deep learning. Future Gener. Comput. Syst. 149: 432-444 (2023) - [i5]Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang:
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI. CoRR abs/2302.08967 (2023) - [i4]Yue Shi, Liangxiu Han, Pablo González-Moreno, Darren Dancey, Wenjiang Huang, Zhiqiang Zhang, Yuanyuan Liu, Mengning Huang, Hong Miao, Min Dai:
A Fast Fourier Convolutional Deep Neural Network For Accurate and Explainable Discrimination Of Wheat Yellow Rust And Nitrogen Deficiency From Sentinel-2 Time-Series Data. CoRR abs/2306.17207 (2023) - 2022
- [j8]Yue Shi
A Biologically Interpretable Two-Stage Deep Neural Network (BIT-DNN) for Vegetation Recognition From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-20 (2022) - [j7]Yue Shi
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [i3]Samson B. Akintoye, Liangxiu Han, Huw Lloyd, Xin Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang:
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning. CoRR abs/2207.11019 (2022) - 2021
- [c5]Duaa Baig, Muhammad Usman Shahid Khan, Darren Dancey, Assad Abbas
Malware Detection and Classification along with Trade-off Analysis for Number of Features, Feature Types, and Speed. FIT 2021: 246-251 - [i2]Yue Shi, Liangxiu Han, Lianghao Han, Sheng Chang, Tongle Hu, Darren Dancey:
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution. CoRR abs/2111.08685 (2021) - 2020
- [j6]Manu Goyal
Skin Lesion Segmentation in Dermoscopic Images With Ensemble Deep Learning Methods. IEEE Access 8: 4171-4181 (2020) - [j5]Beenish Gul, Imran Ali Khan, Saad Mustafa
CPU and RAM Energy-Based SLA-Aware Workload Consolidation Techniques for Clouds. IEEE Access 8: 62990-63003 (2020) - [j4]Muhammad Hamza Asif Nizami
Proximal Actuation of an Elastically Loaded Scissors Mechanism for the Leg Design of a Quadruped Robot. IEEE Access 8: 208240-208252 (2020) - [j3]Yifang Shi
A Modified Bayesian Framework for Multi-Sensor Target Tracking with Out-of-Sequence-Measurements. Sensors 20(14): 3821 (2020) - [i1]Yue Shi, Liangxiu Han, Wenjiang Huang, Sheng Chang, Yingying Dong, Darren Dancey, Lianghao Han:
A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Hyperspectral Imagery Classification. CoRR abs/2004.08886 (2020)
2010 – 2019
- 2019
- [j2]Sara Ali
An Adaptive Multi-Robot Therapy for Improving Joint Attention and Imitation of ASD Children. IEEE Access 7: 81808-81825 (2019) - [c4]Jhan S. Alarifi, John Fry, Darren Dancey, Moi Hoon Yap:
Understanding Face Age Estimation: humans and machine. CITS 2019: 1-5 - 2017
- [c3]Jhan S. Alarifi, Manu Goyal
Facial Skin Classification Using Convolutional Neural Networks. ICIAR 2017: 479-485 - 2010
- [c2]Darren Dancey, Zuhair Bandar, David McLean:
Rule extraction from neural networks for medical domains. IJCNN 2010: 1-8
2000 – 2009
- 2008
- [b1]Darren Dancey:
Tree based methods for rule extraction from artificial neural networks. Manchester Metropolitan University, UK, 2008 - 2007
- [j1]Darren Dancey, Zuhair Bandar, David McLean:
Logistic Model Tree Extraction From Artificial Neural Networks. IEEE Trans. Syst. Man Cybern. Part B 37(4): 794-802 (2007) - 2004
- [c1]Darren Dancey, David McLean, Zuhair Bandar:
Decision Tree Extraction from Trained Neural Networks. FLAIRS 2004: 515-519
Coauthor Index
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