David Windridge

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 45

Top Venues

Publications

Ammar A. Siddiqui, Santosh Tirunagari, Tehseen Zia, David Windridge
VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics. CoRR (2024)
Bismillah Khan, Syed Ali Tariq, Tehseen Zia, Muhammad Ahsan, David Windridge
Faithful Counterfactual Visual Explanations (FCVE). Knowl. Based Syst. 294 (2024)
Praveer Towakel, David Windridge, Huan Xuan Nguyen
Deep Combination of Radar With Optical Data for Gesture Recognition: Role of Attention in Fusion Architectures. IEEE Trans. Instrum. Meas. 72 (2023)
Abdallah Tubaishat, Tehseen Zia, Rehana Faiz, Feras Al Obediat, Babar Shah, David Windridge
Discriminator-based adversarial networks for knowledge graph completion. Neural Comput. Appl. 35 (11) (2023)
S. M. Murad Ali, Juan Carlos Augusto, David Windridge, Emma V. Ward
A user-guided personalization methodology to facilitate new smart home occupancy. Univers. Access Inf. Soc. 22 (3) (2023)
Hari Mohan Pandey, Abdesslem Layeb, David Windridge
Special Issue on Quantum Inspired Neural Networks for Engineering Optimization. Neural Process. Lett. 55 (4) (2023)
Silviu Tudor Marc, Roman V. Belavkin, David Windridge, Xiaohong W. Gao
An Evolutionary Approach to Automated Class-Specific Data Augmentation for Image Classification. DIS (2023)
Santosh Tirunagari, Senthilkumar Mohan, David Windridge, Yashaswini Balla
Addressing Challenges in Healthcare Big Data Analytics. MIWAI (2023)
Vijay Simha Reddy Chennareddy, Santosh Tirunagari, Senthilkumar Mohan, David Windridge, Yashaswini Balla
Interpretable Chronic Kidney Disease Risk Prediction from Clinical Data Using Machine Learning. MIWAI (2023)
Omar Zammit, Serengul Smith, David Windridge, Clifford De Raffaele
Reducing the dependency of having prior domain knowledge for effective online information retrieval. Expert Syst. J. Knowl. Eng. 40 (4) (2023)
Tehseen Zia, Abdul Wahab, David Windridge, Santosh Tirunagari, Nauman Bashir Bhatti
Visual attribution using Adversarial Latent Transformations. Comput. Biol. Medicine 166 (2023)
Massimiliano Incudini, Michele Grossi, Andrea Ceschini, Antonio Mandarino, Massimo Panella, Sofia Vallecorsa, David Windridge
Resource saving via ensemble techniques for quantum neural networks. Quantum Mach. Intell. 5 (2) (2023)
Tehseen Zia, Shakeeb Murtaza, Nauman Bashir, David Windridge, Zeeshan Nisar
VANT-GAN: Adversarial Learning for Discrepancy-Based Visual Attribution in Medical Imaging. Pattern Recognit. Lett. 156 (2022)
Massimiliano Incudini, Michele Grossi, Antonio Mandarino, Sofia Vallecorsa, Alessandra Di Pierro, David Windridge
The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning. CoRR (2022)
Mian Muhammad Naeem Abid, Tehseen Zia, Mubeen Ghafoor, David Windridge
Multi-view Convolutional Recurrent Neural Networks for Lung Cancer Nodule Identification. Neurocomputing 453 (2021)
Tehseen Zia, David Windridge
A generative adversarial network for single and multi-hop distributional knowledge base completion. Neurocomputing 461 (2021)
Hojjat Navidan, Parisa Fard Moshiri, Mohammad Nabati, Reza Shahbazian, Seyed Ali Ghorashi, Vahid Shah-Mansouri, David Windridge
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation. CoRR (2021)
Mohammad Nabati, Hojjat Navidan, Reza Shahbazian, Seyed Ali Ghorashi, David Windridge
Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach. CoRR (2021)
Hojjat Navidan, Parisa Fard Moshiri, Mohammad Nabati, Reza Shahbazian, Seyed Ali Ghorashi, Vahid Shah-Mansouri, David Windridge
Generative Adversarial Networks (GANs) in networking: A comprehensive survey & evaluation. Comput. Networks 194 (2021)
David Windridge, Henrik Svensson, Serge Thill
On the utility of dreaming: A general model for how learning in artificial agents can benefit from data hallucination. Adapt. Behav. 29 (3) (2021)
Omar Zammit, Serengul Smith, David Windridge, Clifford De Raffaele
Exposing Students to New Terminologies While Collecting Browsing Search Data (Best Technical Paper). SGAI Conf. (2020)
Michaela Spiteri, Jean-Yves Guillemaut, David Windridge, Shivaram Avula, Ram Kumar, Emma Lewis
Fully-Automated Identification of Imaging Biomarkers for Post-Operative Cerebellar Mutism Syndrome Using Longitudinal Paediatric MRI. Neuroinformatics 18 (1) (2020)
Parisa Fard Moshiri, Hojjat Navidan, Reza Shahbazian, Seyed Ali Ghorashi, David Windridge
Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition. CoRR (2020)
Amir Mahdi Sazdar, Seyed Ali Ghorashi, Vahideh Moghtadaiee, Ahmad Khonsari, David Windridge
A Low-complexity trajectory privacy preservation approach for indoor fingerprinting positioning systems. J. Inf. Secur. Appl. 53 (2020)
Hari Mohan Pandey, Nik Bessis, Swagtam Das, David Windridge, Ankit Chaudhary
Editorial to special issue on hybrid artificial intelligence and machine learning technologies in intelligent systems. Neural Comput. Appl. 32 (12) (2020)
Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge
Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images. CoRR (2019)
Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge
Automatic Delineation of Kidney Region in DCE-MRI. CoRR (2019)
S. M. Murad Ali, Juan Carlos Augusto, David Windridge
Improving the Adaptation Process for a New Smart Home User. SGAI Conf. (2019)
Mark Brown, David Windridge, Jean-Yves Guillemaut
A family of globally optimal branch-and-bound algorithms for 2D-3D correspondence-free registration. Pattern Recognit. 93 (2019)
Simon Attfield, Bob Fields, David Windridge, Kai Xu
An Approach to Human Machine Teaming in Legal Investigations Using Anchored Narrative Visualisation and Machine Learning. LegalAIIA@ICAIL (2019)
S. M. Murad Ali, Juan Carlos Augusto, David Windridge
A Survey of User-Centred Approaches for Smart Home Transfer Learning and New User Home Automation Adaptation. Appl. Artif. Intell. 33 (8) (2019)
Valentina Sulimova, Sergey Bukhonov, Olga Krasotkina, Vadim Mottl, Annette Sterr, Kevin Wells, David Windridge
Sparse Multimodal Classification of EEG Signals from Rapid Serial Visual Presentation of Diagnostic Images. MLDM (1) (2019)
David Windridge, Serge Thill
Representational fluidity in embodied (artificial) cognition. Biosyst. 172 (2018)
Hari Mohan Pandey, David Windridge
A Genetic Deep Learning Model for Electrophysiological Soft Robotics. SOFA (1) (2018)
Kamanasish Bhattacharjee, Sushil Kumar, Hari Mohan Pandey, Millie Pant, David Windridge, Ankit Chaudhary
An improved block matching algorithm for motion estimation in video sequences and application in robotics. Comput. Electr. Eng. 68 (2018)
Alessandra Di Pierro, Riccardo Mengoni, Rajagopal Nagarajan, David Windridge
Hamming Distance Kernelisation via Topological Quantum Computation. TPNC (2017)
David Windridge
Emergent Intentionality in Perception-Action Subsumption Hierarchies. Frontiers Robotics AI 4 (2017)
Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge
Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decomposition. Mach. Vis. Appl. 28 (3-4) (2017)
Mark Brown, David Windridge, Jean-Yves Guillemaut
A generalised framework for saliency-based point feature detection. Comput. Vis. Image Underst. 157 (2017)
Mauro Da Lio, Alessandro Mazzalai, David Windridge, Serge Thill, Henrik Svensson, Mehmed Yüksel, Kevin N. Gurney, Andrea Saroldi, Luisa Andreone, Sean R. Anderson, Hermann-Josef Heich
Exploiting dream-like simulation mechanisms to develop safer agents for automated driving: The "Dreams4Cars" EU research and innovation action. ITSC (2017)
David Windridge, Rajagopal Nagarajan
Quantum Bootstrap Aggregation. QI (2016)
Turki Aljrees, Daming Shi, David Windridge, William Wong
Criminal pattern identification based on modified K-means clustering. ICMLC (2016)
Santosh Tirunagari, Norman Poh, Miroslaw Bober, David Windridge
Can DMD obtain a Scene Background in Color? CoRR (2016)
Prabhjot Juneja, Philp M. Evans, David Windridge, Emma J. Harris
Classification of fibroglandular tissue distribution in the breast based on radiotherapy planning CT. BMC Medical Imaging 16 (2016)
David Windridge, Fei Yan
Kernel combination via debiased object correspondence analysis. Inf. Fusion 27 (2016)
Mark Brown, David Windridge, Jean-Yves Guillemaut
A generalisable framework for saliency-based line segment detection. Pattern Recognit. 48 (12) (2015)
Santosh Tirunagari, Norman Poh, David Windridge, Aamo Iorliam, Nik Suki, Anthony T. S. Ho
Detection of Face Spoofing Using Visual Dynamics. IEEE Trans. Inf. Forensics Secur. 10 (4) (2015)
David Windridge, Josef Kittler, Fei Yan, William J. Christmas, Aftab Khan
A Novel Markov Logic Rule Induction Strategy for Characterizing Sports Video Footage. IEEE Multim. 22 (2) (2015)
Mauro Da Lio, Francesco Biral, Enrico Bertolazzi, Marco Galvani, Paolo Bosetti, David Windridge, Andrea Saroldi, Fabio Tango
Artificial Co-Drivers as a Universal Enabling Technology for Future Intelligent Vehicles and Transportation Systems. IEEE Trans. Intell. Transp. Syst. 16 (1) (2015)
Santosh Tirunagari, Norman Poh, Miroslaw Bober, David Windridge
Windowed DMD as a microtexture descriptor for finger vein counter-spoofing in biometrics. WIFS (2015)
Mark Brown, David Windridge, Jean-Yves Guillemaut
Globally Optimal 2D-3D Registration from Points or Lines without Correspondences. ICCV (2015)
Santosh Tirunagari, Norman Poh, Guosheng Hu, David Windridge
Identifying Similar Patients Using Self-Organising Maps: A Case Study on Type-1 Diabetes Self-care Survey Responses. CoRR (2015)
David Windridge
On the Intrinsic Limits to Representationally-Adaptive Machine-Learning. CoRR (2015)
Michaela Spiteri, Emma Lewis, David Windridge, Shivaram Avula
Longitudinal MRI assessment: the identification of relevant features in the development of Posterior Fossa Syndrome in children. Medical Imaging: Computer-Aided Diagnosis (2015)
Fei Yan, Josef Kittler, David Windridge, William J. Christmas, Krystian Mikolajczyk, Stephen J. Cox, Qiang Huang
Automatic annotation of tennis games: An integration of audio, vision, and learning. Image Vis. Comput. 32 (11) (2014)
Aftab Khan, David Windridge, Josef Kittler
Multilevel Chinese Takeaway Process and Label-Based Processes for Rule Induction in the Context of Automated Sports Video Annotation. IEEE Trans. Cybern. 44 (10) (2014)
Alexander Tatarchuk, Valentina Sulimova, Ivan Yu. Torshin, Vadim Mottl, David Windridge
Supervised Selective Kernel Fusion for Membrane Protein Prediction. PRIB (2014)
Norman Poh, Santosh Tirunagari, David Windridge
Challenges in designing an online healthcare platform for personalised patient analytics. CIBD (2014)
Mark Brown, Jean-Yves Guillemaut, David Windridge
A Saliency-based Framework for 2D-3D Registration. VISAPP (1) (2014)
Josef Kittler, William J. Christmas, Teofilo de Campos, David Windridge, Fei Yan, John Illingworth, Magda Osman
Domain Anomaly Detection in Machine Perception: A System Architecture and Taxonomy. IEEE Trans. Pattern Anal. Mach. Intell. 36 (5) (2014)
Santosh Tirunagari, Norman Poh, Kouros Aliabadi, David Windridge, Deborah Cooke
Patient level analytics using self-organising maps: A case study on Type-1 Diabetes self-care survey responses. CIDM (2014)
Elena Chernousova, Pavel Levdik, Alexander Tatarchuk, Vadim Mottl, David Windridge
Non-enumerative Cross Validation for the Determination of Structural Parameters in Feature-Selective SVMs. ICPR (2014)
David Windridge, Michael Felsberg, Affan Shaukat
A Framework for Hierarchical Perception-Action Learning Utilizing Fuzzy Reasoning. IEEE Trans. Cybern. 43 (1) (2013)
David Windridge, Affan Shaukat, Erik Hollnagel
Characterizing Driver Intention via Hierarchical Perception-Action Modeling. IEEE Trans. Hum. Mach. Syst. 43 (1) (2013)
Affan Shaukat, Andrew Gilbert, David Windridge, Richard Bowden
Meeting in the Middle: A top-down and bottom-up approach to detect pedestrians. ICPR (2012)
Fei Yan, Josef Kittler, Krystian Mikolajczyk, David Windridge
Automatic annotation of court games with structured output learning. ICPR (2012)
Oleg Seredin, Vadim Mottl, Alexander Tatarchuk, Nikolay Razin, David Windridge
Convex support and Relevance Vector Machines for selective multimodal pattern recognition. ICPR (2012)
Shuichiro Taya, David Windridge, Magda Osman
Experience-based modulation of eye-movement behaviour in dynamic and uncertain visual environments. CogSci (2012)
Nikolay Razin, Dmitry Sungurov, Vadim Mottl, Ivan Yu. Torshin, Valentina Sulimova, Oleg Seredin, David Windridge
Application of the Multi-modal Relevance Vector Machine to the Problem of Protein Secondary Structure Prediction. PRIB (2012)
Qiang Huang, Stephen J. Cox, Fei Yan, Teofilo de Campos, David Windridge, Josef Kittler, William J. Christmas
Improved detection of ball hit events in a tennis game using multimodal information. AVSP (2011)
Debaditya Goswami, Chi-Ho Chan, David Windridge, Josef Kittler
Evaluation of face recognition system in heterogeneous environments (visible vs NIR). ICCV Workshops (2011)
Teofilo de Campos, Mark Barnard, Krystian Mikolajczyk, Josef Kittler, Fei Yan, William J. Christmas, David Windridge
An evaluation of bags-of-words and spatio-temporal shapes for action recognition. WACV (2011)
Maxim Panov, Alexander Tatarchuk, Vadim Mottl, David Windridge
A Modified Neutral Point Method for Kernel-Based Fusion of Pattern-Recognition Modalities with Incomplete Data Sets. MCS (2011)
David Windridge
Tomographic Considerations in Ensemble Bias/Variance Decomposition. MCS (2010)
Aftab Khan, David Windridge, Teofilo de Campos, Josef Kittler, William J. Christmas
Lattice-Based Anomaly Rectification for Sport Video Annotation. ICPR (2010)
Ibrahim Almajai, Josef Kittler, Teofilo de Campos, William J. Christmas, Fei Yan, David Windridge, Aftab Khan
Ball event recognition using hmm for automatic tennis annotation. ICIP (2010)
Alexander Tatarchuk, Eugene Urlov, Vadim Mottl, David Windridge
A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities. MCS (2010)
Norman Poh, David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev
Addressing missing values in kernel-based multimodal biometric fusion using neutral point substitution. IEEE Trans. Inf. Forensics Secur. 5 (3) (2010)
Alexander Tatarchuk, Valentina Sulimova, David Windridge, Vadim Mottl, Mikhail Lange
Supervised Selective Combining Pattern Recognition Modalities and Its Application to Signature Verification by Fusing On-Line and Off-Line Kernels. MCS (2009)
David Windridge, Norman Poh, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev
Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method. MCS (2009)
Mikhail Shevchenko, David Windridge, Josef Kittler
A linear-complexity reparameterisation strategy for the hierarchical bootstrapping of capabilities within perception-action architectures. Image Vis. Comput. 27 (11) (2009)
Josef Kittler, David Windridge, Debaditya Goswami
Subsurface scattering deconvolution for improved NIR-visible facial image correlation. FG (2008)
Alexander Tatarchuk, Vadim Mottl, Andrey Eliseyev, David Windridge
Selectivity supervision in combining pattern-recognition modalities by feature- and kernel-selective support vector machines. ICPR (2008)
David Windridge, Mikhail Shevchenko, Josef Kittler
An Entropy-Based Approach to the Hierarchical Acquisition of Perception-Action Capabilities. ICVW (2008)
David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev
The Neutral Point Method for Kernel-Based Combination of Disjoint Training Data in Multi-modal Pattern Recognition. MCS (2007)
Josef Kittler, Mikhail Shevchenko, David Windridge
Cognitive learning with automatic goal acquisition. STAIRS (2006)
Josef Kittler, Mikhail Shevchenko, David Windridge
Visual Bootstrapping for Unsupervised Symbol Grounding. ACIVS (2006)
Josef Kittler, William J. Christmas, Alexey Kostin, Fei Yan, Ilias Kolonias, David Windridge
A Memory Architecture and Contextual Reasoning Framework for Cognitive Vision. SCIA (2005)
Richard Bowden, Liam F. Ellis, Josef Kittler, Mikhail Shevchenko, David Windridge
Unsupervised Symbol Grounding and Cognitive Bootstrapping in Cognitive Vision. ICIAP (2005)
David Windridge, Richard Bowden
Hidden Markov chain estimation and parameterisation via ICA-based feature-selection. Pattern Anal. Appl. 8 (1-2) (2005)
Robin Patenall, David Windridge, Josef Kittler
Multiple Classifier Fusion Performance in Networked Stochastic Vector Quantisers. Multiple Classifier Systems (2005)
David Windridge, Josef Kittler
Performance measures of the tomographic classifier fusion methodology. Int. J. Pattern Recognit. Artif. Intell. 19 (6) (2005)
David Windridge, Richard Bowden, Josef Kittler
A General Strategy for Hidden Markov Chain Parameterisation in Composite Feature-Spaces. SSPR/SPR (2004)
David Windridge, Richard Bowden
Induced Decision Fusion in Automated Sign Language Interpretation: Using ICA to Isolate the Underlying Components of Sign. Multiple Classifier Systems (2004)
David Windridge, Robin Patenall, Josef Kittler
The Relationship between Classifier Factorisation and Performance in Stochastic Vector Quantisation. Multiple Classifier Systems (2004)
Richard Bowden, David Windridge, Timor Kadir, Andrew Zisserman, Michael Brady
A Linguistic Feature Vector for the Visual Interpretation of Sign Language. ECCV (1) (2004)
David Windridge, Josef Kittler
A Morphologically Optimal Strategy for Classifier Combination: Multiple Expert Fusion as a Tomographic Process. IEEE Trans. Pattern Anal. Mach. Intell. 25 (3) (2003)
David Windridge, Josef Kittler
The Practical Performance Characteristics of Tomographically Filtered Multiple Classifier Fusion. Multiple Classifier Systems (2003)
Josef Kittler, Alireza Ahmadyfard, David Windridge
Serial Multiple Classifier Systems Exploiting a Coarse to Fine Output Coding. Multiple Classifier Systems (2003)
David Windridge, Josef Kittler
On the General Application of the Tomographic Classifier Fusion Methodology. Multiple Classifier Systems (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Windridge