Darren Dancey

Manchester Metropolitan University — United Kingdom

Computer Science · Physical Sciences

11h-index778citations29works9.82yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Network Security and Intrusion Detection(4), Remote Sensing in Agriculture(3), Neural Networks and Applications(3), Advanced Memory and Neural Computing(3), Anomaly Detection Techniques and Applications(3)

Publications29 total

A novel energy-efficient spike transformer network for depth estimation from event cameras via cross-modality knowledge distillation
Neurocomputing·2025· 1 citedOpen Access
WaveDiffUR: A Wavelet-Domain Diffusion Model for Ultraresolution in Remote Sensing
IEEE Transactions on Geoscience and Remote Sensing·2025
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation
arXiv (Cornell University)·2024· 1 citedOpen Access
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis
Medical Image Analysis·2024· 37 citedOpen Access
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
Frontiers in Plant Science·2023· 10 citedOpen Access
Layer-wise partitioning and merging for efficient and scalable deep learning
Future Generation Computer Systems·2023· 8 citedOpen Access
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
arXiv (Cornell University)·2023Open Access
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI
arXiv (Cornell University)·2023· 3 citedOpen Access
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer’s Disease Diagnosis With Structural MRI
IEEE Access·2023· 25 citedOpen Access
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning
arXiv (Cornell University)·2022Open Access
Optimizing Deep Learning Model Hyperparameters for Botnet Attack Detection in IoT Networks
2022· 2 citedOpen Access
Optimizing Deep Learning Model Hyperparameters for Botnet Attack Detection in IoT Networks
2022· 10 citedOpen Access
SCNN-Attack: A Side-Channel Attack to Identify YouTube Videos in a VPN and Non-VPN Network Traffic
Electronics·2022· 19 citedOpen Access
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-Resolution
IEEE Transactions on Geoscience and Remote Sensing·2022· 54 citedOpen Access
Malware Detection and Classification along with Trade-off Analysis for Number of Features, Feature Types, and Speed
2021· 3 cited
Investigation of 9000 hours multi-stress aging effects on High-Temperature Vulcanized Silicone Rubber with silica (nano/micro) filler hybrid composite insulator
PLoS ONE·2021· 10 citedOpen Access
A Modified Bayesian Framework for Multi-Sensor Target Tracking with Out-of-Sequence-Measurements
Sensors·2020· 10 citedOpen Access
A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Hyperspectral Imagery Classification
arXiv (Cornell University)·2020Open Access
CPU and RAM Energy-Based SLA-Aware Workload Consolidation Techniques for Clouds
IEEE Access·2020· 20 citedOpen Access
Proximal Actuation of an Elastically Loaded Scissors Mechanism for the Leg Design of a Quadruped Robot
IEEE Access·2020· 13 citedOpen Access
page 1 of 2Next →

Frequent Co-authors

Liangxiu Han(11), Raheel Nawaz(8), Lianghao Han(7), Moi Hoon Yap(4), Yue Shi(4), Sara Ali(3), Zuhair Bandar(3), David McLean(3), Haoming Chen(3), Daoqiang Zhang(3), Wenjiang Huang(3), Manu Goyal(2), Yasar Ayaz(2), Muhammad Jawad Khan(2), Sheng Chang(2), Jhan Alarifi(2), Muhammad Usman Shahid Khan(2), Pablo González‐Moreno(2), Yuanyuan Liu(2), Hong Miao(2)