Darren Dancey

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 19

Top Venues

CoRR

IEEE Access

IEEE Trans. Geosci. Remote. Sens.

CITS

Manchester Metropolitan University, UK (PHD)

Education History

Manchester Metropolitan University, UK

PHD

Publications

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 (2024)
Moi Hoon Yap, Bill Cassidy, Michal Byra, Ting-Yu Liao, Huahui Yi, Adrian Galdran, Yung-Han Chen, Raphael Brüngel, Sven Koitka, Christoph M. Friedrich, Yu-Wen Lo, Ching-Hui Yang, Kang Li, Qicheng Lao, Miguel Ángel González Ballester, Gustavo Carneiro, Yi-Jen Ju, Juinn-Dar Huang, Joseph M. Pappachan, Neil D. Reeves, Vishnu Chandrabalan, Darren Dancey, Connah Kendrick
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Anal. 94 (2024)
Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI. IEEE Access 11 (2023)
Samson B. Akintoye, Liangxiu Han, Huw Lloyd, X. Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang
Layer-wise partitioning and merging for efficient and scalable deep learning. Future Gener. Comput. Syst. 149 (2023)
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 (2023)
Yue Shi, Liangxiu Han, Pablo González-Moreno, Darren Dancey, Wenjiang Huang, Zhiqiang Zhang, Yuanyuan Liu, Mengning Huan, 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 (2023)
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 Vegetation Recognition From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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 (2022)
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. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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 (2021)
Duaa Baig, Muhammad U. S. Khan, Darren Dancey, Assad Abbas, Mazhar Ali, Raheel Nawaz
Malware Detection and Classification along with Trade-off Analysis for Number of Features, Feature Types, and Speed. FIT (2021)
Yifang Shi, Sundas Qayyum, Sufyan Ali Memon, Uzair Khan, Junaid Imtiaz, Ihsan Ullah, Darren Dancey, Raheel Nawaz
A Modified Bayesian Framework for Multi-Sensor Target Tracking with Out-of-Sequence-Measurements. Sensors 20 (14) (2020)
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 (2020)
Beenish Gul, Imran Ali Khan, Saad Mustafa, Osman Khalid, Syed Sajid Hussain, Darren Dancey, Raheel Nawaz
CPU and RAM Energy-Based SLA-Aware Workload Consolidation Techniques for Clouds. IEEE Access 8 (2020)
Manu Goyal, Amanda Oakley, Priyanka Bansal, Darren Dancey, Moi Hoon Yap
Skin Lesion Segmentation in Dermoscopic Images With Ensemble Deep Learning Methods. IEEE Access 8 (2020)
Muhammad Hamza Asif Nizami, Zaid Ahsan Shah, Yasar Ayaz, Muhammad Jawad Khan, Sara Ali, Muhammad Naveed, Khalid Akhtar, Darren Dancey, Raheel Nawaz
Proximal Actuation of an Elastically Loaded Scissors Mechanism for the Leg Design of a Quadruped Robot. IEEE Access 8 (2020)
Jhan S. Alarifi, John Fry, Darren Dancey, Moi Hoon Yap
Understanding Face Age Estimation: humans and machine. CITS (2019)
Sara Ali, Faisal Mehmood, Darren Dancey, Yasar Ayaz, Muhammad Jawad Khan, Noman Naseer, Rita De Cassia Amadeu, Haleema Sadia, Raheel Nawaz
An Adaptive Multi-Robot Therapy for Improving Joint Attention and Imitation of ASD Children. IEEE Access 7 (2019)
Jhan S. Alarifi, Manu Goyal, Adrian K. Davison, Darren Dancey, Rabia Khan, Moi Hoon Yap
Facial Skin Classification Using Convolutional Neural Networks. ICIAR (2017)
Darren Dancey, Zuhair Bandar, David McLean
Rule extraction from neural networks for medical domains. IJCNN (2010)
Darren Dancey, Zuhair Bandar, David McLean
Logistic Model Tree Extraction From Artificial Neural Networks. IEEE Trans. Syst. Man Cybern. Part B 37 (4) (2007)
Darren Dancey, David McLean, Zuhair Bandar
Decision Tree Extraction from Trained Neural Networks. FLAIRS Conference (2004)

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Publication Activity (10 Years)

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Darren Dancey