Darren Dancey

According to our database, Darren Dancey authored at least 20 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Layer-wise partitioning and merging for efficient and scalable deep learning.

Samson B. Akintoye, Liangxiu Han, Huw Lloyd, X. Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang

Future Gener. Comput. Syst., December, 2023

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.

Yue Shi, Liangxiu Han, Pablo González-Moreno, Darren Dancey, Wenjiang Huang, Zhiqiang Zhang, Yuanyuan Liu, Mengning Huan, Hong Miao, Min Dai

CoRR, 2023

sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI.

Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang

CoRR, 2023

sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI.

Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang

IEEE Access, 2023

2022

A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-Resolution.

Yue Shi, Liangxiu Han, Lianghao Han, Sheng Chang, Tongle Hu, Darren Dancey

IEEE Trans. Geosci. Remote. Sens., 2022

A Biologically Interpretable Two-Stage Deep Neural Network (BIT-DNN) for Vegetation Recognition From Hyperspectral Imagery.

Yue Shi, Liangxiu Han, Wenjiang Huang, Sheng Chang, Yingying Dong, Darren Dancey, Lianghao Han

IEEE Trans. Geosci. Remote. Sens., 2022

Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning.

Samson B. Akintoye, Liangxiu Han, Huw Lloyd, Xin Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang

CoRR, 2022

2021

Malware Detection and Classification along with Trade-off Analysis for Number of Features, Feature Types, and Speed.

Duaa Baig, Muhammad Usman Shahid Khan, Darren Dancey, Assad Abbas, Mazhar Ali, Raheel Nawaz

Proceedings of the International Conference on Frontiers of Information Technology, 2021

2020

A Modified Bayesian Framework for Multi-Sensor Target Tracking with Out-of-Sequence-Measurements.

Yifang Shi, Sundas Qayyum, Sufyan Ali Memon, Uzair Khan, Junaid Imtiaz, Ihsan Ullah, Darren Dancey, Raheel Nawaz

Sensors, 2020

A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Hyperspectral Imagery Classification.

Yue Shi, Liangxiu Han, Wenjiang Huang, Sheng Chang, Yingying Dong, Darren Dancey, Lianghao Han

CoRR, 2020

Proximal Actuation of an Elastically Loaded Scissors Mechanism for the Leg Design of a Quadruped Robot.

Muhammad Hamza Asif Nizami, Zaid Ahsan Shah, Yasar Ayaz, Muhammad Jawad Khan, Sara Ali, Muhammad Naveed, Khalid Akhtar, Darren Dancey, Raheel Nawaz

IEEE Access, 2020

CPU and RAM Energy-Based SLA-Aware Workload Consolidation Techniques for Clouds.

Beenish Gul, Imran Ali Khan, Saad Mustafa, Osman Khalid, Syed Sajid Hussain, Darren Dancey, Raheel Nawaz

IEEE Access, 2020

Skin Lesion Segmentation in Dermoscopic Images With Ensemble Deep Learning Methods.

Manu Goyal, Amanda Oakley, Priyanka Bansal, Darren Dancey, Moi Hoon Yap

IEEE Access, 2020

2019

An Adaptive Multi-Robot Therapy for Improving Joint Attention and Imitation of ASD Children.

Sara Ali, Faisal Mehmood, Darren Dancey, Yasar Ayaz, Muhammad Jawad Khan, Noman Naseer, Rita De Cassia Amadeu, Haleema Sadia, Raheel Nawaz

IEEE Access, 2019

Understanding Face Age Estimation: humans and machine.

Jhan S. Alarifi, John Fry, Darren Dancey, Moi Hoon Yap

Proceedings of the 2019 International Conference on Computer, 2019

2017

Facial Skin Classification Using Convolutional Neural Networks.

Jhan S. Alarifi, Manu Goyal, Adrian K. Davison, Darren Dancey, Rabia Khan, Moi Hoon Yap

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2010

Rule extraction from neural networks for medical domains.

Darren Dancey, Zuhair Bandar, David McLean

Proceedings of the International Joint Conference on Neural Networks, 2010

2008

Tree based methods for rule extraction from artificial neural networks.

Darren Dancey

PhD thesis, 2008

2007

Logistic Model Tree Extraction From Artificial Neural Networks.

Darren Dancey, Zuhair Bandar, David McLean

IEEE Trans. Syst. Man Cybern. Part B, 2007

2004

Decision Tree Extraction from Trained Neural Networks.

Darren Dancey, David McLean, Zuhair Bandar

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004