David Windridge

David Windridge

Middlesex University

H-index: 22

Europe-United Kingdom

About David Windridge

David Windridge, With an exceptional h-index of 22 and a recent h-index of 17 (since 2020), a distinguished researcher at Middlesex University, specializes in the field of Machine Learning/AI, Astrophysics, Quantum Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Faithful Counterfactual Visual Explanations (FCVE)

VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics

Erratum to: Pediatrics in Artificial Intelligence Era: A Systematic Review on Challenges, Opportunities, and Explainability

Resource saving via ensemble techniques for quantum neural networks

A topological features based quantum kernel

Visual attribution using Adversarial Latent Transformations

Deep Combination of Radar with Optical Data for Gesture Recognition: Role of Attention in Fusion Architectures

Special Issue on Quantum Inspired Neural Networks for Engineering Optimization

David Windridge Information

University

Position

Associate Professor in Computer Science London (Visiting Surrey University)

Citations(all)

2259

Citations(since 2020)

1027

Cited By

1562

hIndex(all)

22

hIndex(since 2020)

17

i10Index(all)

59

i10Index(since 2020)

31

Email

University Profile Page

Google Scholar

David Windridge Skills & Research Interests

Machine Learning/AI

Astrophysics

Quantum Computing

Top articles of David Windridge

Faithful Counterfactual Visual Explanations (FCVE)

Knowledge-Based Systems

2024/6/21

Muhammad Ahsan
Muhammad Ahsan

H-Index: 7

David Windridge
David Windridge

H-Index: 13

VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics

arXiv preprint arXiv:2401.01414

2024/1/2

David Windridge
David Windridge

H-Index: 13

Erratum to: Pediatrics in Artificial Intelligence Era: A Systematic Review on Challenges, Opportunities, and Explainability

Indian Pediatrics

2024/1

David Windridge
David Windridge

H-Index: 13

Resource saving via ensemble techniques for quantum neural networks

Quantum Machine Intelligence

2023/12

Antonio Mandarino
Antonio Mandarino

H-Index: 7

David Windridge
David Windridge

H-Index: 13

A topological features based quantum kernel

7th International Conference on Quantum Techniques in Machine Learning

2023/11/19

Visual attribution using Adversarial Latent Transformations

Computers in Biology and Medicine

2023/11/1

Abdul Wahab
Abdul Wahab

H-Index: 7

David Windridge
David Windridge

H-Index: 13

Deep Combination of Radar with Optical Data for Gesture Recognition: Role of Attention in Fusion Architectures

IEEE Transactions on Instrumentation and Measurement

2023/8/23

David Windridge
David Windridge

H-Index: 13

Special Issue on Quantum Inspired Neural Networks for Engineering Optimization

Neural Processing Letters

2023/8

David Windridge
David Windridge

H-Index: 13

A user-guided personalization methodology to facilitate new smart home occupancy

Universal Access in the Information Society

2023/8

Pediatrics in Artificial Intelligence Era: A Systematic Review on Challenges, Opportunities, and Explainability

2023/7

David Windridge
David Windridge

H-Index: 13

Addressing Challenges in Healthcare Big Data Analytics

2023/6/24

David Windridge
David Windridge

H-Index: 13

Interpretable Chronic Kidney Disease Risk Prediction from Clinical Data Using Machine Learning

2023/6/24

David Windridge
David Windridge

H-Index: 13

The Quantum Path Kernel: a generalized Neural Tangent Kernel for deep quantum machine learning

IEEE Transactions on Quantum Engineering

2023/6/20

Machine Learning in Pediatrics: Evaluating Challenges, Opportunities, and Explainability.

2023/5/14

David Windridge
David Windridge

H-Index: 13

Reducing the dependency of having prior domain knowledge for effective online information retrieval

Expert Systems

2023/5

Serengul Smith
Serengul Smith

H-Index: 11

David Windridge
David Windridge

H-Index: 13

Discriminator-based adversarial networks for knowledge graph completion

Neural Computing and Applications

2023/4

Abdallah Tubaishat
Abdallah Tubaishat

H-Index: 9

David Windridge
David Windridge

H-Index: 13

arXiv: Resource Saving via Ensemble Techniques for Quantum Neural Networks

2023/3/20

David Windridge
David Windridge

H-Index: 13

Antonio Mandarino
Antonio Mandarino

H-Index: 7

arXiv: The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning

2022/12/22

The quantum path kernel: a generalized quantum neural tangent kernel for deep quantum machine learning

arXiv preprint arXiv:2212.11826

2022/12/22

VANT-GAN: adversarial learning for discrepancy-based visual attribution in medical imaging

Pattern Recognition Letters

2022/4/1

David Windridge
David Windridge

H-Index: 13

See List of Professors in David Windridge University(Middlesex University)

Co-Authors

academic-engine