David R. Hardoon

Research

Journal papers, technical notes and two governance frameworks.

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7,106citations, all

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Google Scholar, as of 10 November 2026. Open the profile.

Frameworks

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Framework · April 2026

Global AI & Agentic AI Governance: A Single Unified View

A reference for practitioners, regulators and policy makers. It maps the global AI governance landscape into three layers — Why, What and How — and anchors them in the Stability-Assured Framework for Entities (SAFE).

Framework · 25 November 2025

Stability-Assured Framework for Entities (SAFE)

An agent-agnostic risk assessment for agentic systems. It treats any decision-maker as a controller in a closed loop and scores observability, controllability, stability, robustness and performance, with autonomy levels from 0 to 5.

All publications

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April 2026

Global AI & Agentic AI Governance: A Single Unified View
Framework · PDF · 4.3 MB

Agentic AI AI governance
25 November 2025

Stability-Assured Framework for Entities (SAFE)
Framework · PDF · 513 KB
2025

Secure and Explainable Fraud Detection in Finance via Hierarchical Multi-source Dataset Distillation
Paper

Financial services
2022

Anti-discrimination Laws, AI, and Gender Bias: A Case Study in Non-mortgage Fintech Lending
Paper

AI governance Financial services
2022

Evaluating digital retail investment as a tool to improve financial well-being in the Philippines
Paper

Financial services
2021

The Effect of Fast Loans on Financial resilience-building Behaviors and Mental Well-being
Paper

Financial services
2021

The Socio-Psychology of Phishing Victims: How to save them from themselves
Paper

Financial services
2020

Regulatory Approaches to Consumer Protection in the Financial Sector and Beyond: Toward a Smart Disclosure Regime?
Paper

AI governance Financial services
2019

Overcoming Status Quo Bias: Nudging in a Government-Led Digital Transformation Initiative
Paper · 22 Scholar citations

AI governance Leadership
2017

A Comparative Study of Machine Learning Techniques for Automatic Product Categorisation
Paper · 36 Scholar citations

Data science and machine learning
2012

Centroid-based Actionable 3D Subspace Clustering
Paper · 24 Scholar citations · PDF · 615 KB

Data science and machine learning
2012

Utilization of Temporal Information for Intracranial Pressure Development Trend Forecasting in Traumatic Brain Injury
Paper · 8 Scholar citations
2011

Business Analytics; Unleashing Latent Potential
Paper · PDF · 383 KB
2011

Classifying Cognitive States of Brain Activity via One-Class Neural Networks with Feature Selection by Genetic Algorithms
Paper · 81 Scholar citations · PDF · 1.0 MB

Data science and machine learning
2011

Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms
Paper · 41 Scholar citations · PDF · 901 KB

Data science and machine learning
2011

Method of Diagnosing Autism Spectrum Disorder
Technical paper
2011

Patient Classification as an Outlier Detection Problem: an Application of the One-Class Support Vector Machine
Paper · 220 Scholar citations · PDF · 1.6 MB

Data science and machine learning
2011

Sparse Canonical Correlation Analysis
Paper · 379 Scholar citations · PDF · 860 KB

Data science and machine learning
2010

Active Learning with Extremely Sparse Labeled Examples
Paper · 61 Scholar citations · PDF · 626 KB
2010

An Analysis, Algorithm and Applications of Clustering and Co-occurrence Analysis
Technical paper · PDF · 877 KB

Data science and machine learning
2010

Compressive Sampling for Pulse Doppler Radar
Paper · 37 Scholar citations

Data science and machine learning
2010

Constructing Nonlinear Discriminants from Multiple Data Views
Paper · 58 Scholar citations · PDF · 204 KB

Data science and machine learning
2010

Decomposing the Tensor Kernel Support Vector Machine for Neuroscience Data with Structure Labels
Paper · 38 Scholar citations · PDF · 1.1 MB

Data science and machine learning
2010

Degree of abnormality in the fMRI response to sad facial expressions detected by one-class SVM correlates with Hamilton Rating Scale for Depression
Technical paper

Data science and machine learning
2010

Exploration-Exploitation of Eye Movements Enriched Multiple Feature Spaces for Content-Based Image Retrieval
Paper · 6 Scholar citations · PDF · 874 KB

Data science and machine learning
2010

Guest Editorial: Learning from multiple sources
Technical paper · 15 Scholar citations

Data science and machine learning
2010

Guest Editorial: Learning from multiple sources
Paper · 15 Scholar citations

Data science and machine learning
2010

Image Ranking with Implicit Feedback from Eye Movements
Paper · 51 Scholar citations · PDF · 243 KB

Data science and machine learning
2010

Pair-Wise Cluster Analysis
Technical paper · 1 Scholar citations · PDF · 555 KB

Data science and machine learning
2010

Towards One-Class Pattern Recognition in Brain Activity via Neural Networks
Paper · 1 Scholar citations

Data science and machine learning
2010

Trends and perspectives in music cognition research and technology
Technical paper · 8 Scholar citations
2010

Utilization of Temporal Information for Intracranial Pressure Development Trend Forecasting in Traumatic Brain Injury
Paper · 8 Scholar citations · PDF · 778 KB
2009

A Nonconformity Approach to Model Selection for SVMs
Technical paper · 6 Scholar citations

Data science and machine learning
2009

A Nonconformity Approach to Model Selection for SVMs
Technical paper · 6 Scholar citations · PDF · 191 KB

Data science and machine learning
2009

Accounting for Voxel Neighbourhood Relationship in the SVM
Technical paper · PDF · 133 KB

Data science and machine learning
2009

Automatic Choice of Control Measurements
Paper · PDF · 258 KB

Data science and machine learning
2009

Can Eyes Reveal Interest? Implicit Queries from Gaze Patterns
Paper · 87 Scholar citations · PDF · 1.1 MB
2009

Convergence Analysis of Kernel Canonical Correlation Analysis: Theory and Practice
Paper · 85 Scholar citations · PDF · 469 KB

Data science and machine learning
2009

Correlation Based Multivariate Analysis of Genetic Influence on BrainVolume
Paper · 38 Scholar citations · PDF · 2.8 MB
2009

Editorial: Trends and Perspectives in Music Cognition Research and Technology
Technical paper · 8 Scholar citations · PDF · 92 KB
2009

GLM and SVM Analyses of Neural Response to Tonal and Atonal Stimuli: New Techniques and A Comparison
Paper · 16 Scholar citations · PDF · 1.4 MB

Data science and machine learning
2009

Image Ranking with Eye Movements
Technical paper

Data science and machine learning
2009

Learning from Multi-Level Behaviours in Agent-Based Simulations: A Systems Biology Application
Paper · 15 Scholar citations · PDF · 251 KB
2009

Matching Pursuit Kernel Fisher Discriminant Analysis
Technical paper · 16 Scholar citations

Data science and machine learning
2009

Matching Pursuit Kernel Fisher Discriminant Analysis
Paper · 16 Scholar citations · PDF · 208 KB

Data science and machine learning
2009

One Class SVM for Predicting Brain State
Technical paper · Document · 131 KB

Data science and machine learning
2009

One-Class Pattern Recognition in Brain Activity via Neural Networks
Technical paper · 1 Scholar citations · PDF · 362 KB

Data science and machine learning
2009

PAC-Bayes Analysis of Maximum Entropy Learning
Paper · 24 Scholar citations · PDF · 142 KB

Data science and machine learning
2009

Predicting Relevance of Parts of an Image
Technical paper
2009

Ranking Algorithms for Implicit Feedback
Technical paper

Data science and machine learning
2009

Support Vector Machine Model Selection Using Strangeness
Technical paper · PDF · 67 KB

Data science and machine learning
2009

Whole Genome Association Studies in Autistic Spectrum Disorders Revisited: A Support Vector Machine Approach
Technical paper · PDF · 74 KB

Data science and machine learning
2008

An Investigation of the Visual Coding of Faces using Kernel Canonical Correlation Analysis
Technical paper · Document · 31 KB

Data science and machine learning
2008

Multivariate Analysis of Genetic Influence on Brain Volume
Technical paper · 38 Scholar citations · Document · 27 KB
2008

Multiview Fisher Discriminant Analysis
Technical paper · 125 Scholar citations

Data science and machine learning
2008

Sparse CCA for Bilingual Word Generation
Technical paper · 4 Scholar citations

Data science and machine learning
2008

The Double-Barrelled LASSO
Technical paper · 8 Scholar citations

Data science and machine learning
2008

Using String Kernels to Identify Famous Performers from their Playing Style
Paper · 74 Scholar citations · PDF · 170 KB

Data science and machine learning
2007

A Metamorphosis of Canonical Correlation Analysis into Multivariate Maximum Margin Learning
Paper · 21 Scholar citations · PDF · 131 KB

Data science and machine learning
2007

Can Style be Learned? A Machine Learning Approach Towards ‘Performing’ as Famous Pianists
Technical paper · 1 Scholar citations

Data science and machine learning
2007

Information Retrieval by Inferring Implicit Queries from Eye Movements
Paper · 48 Scholar citations · PDF · 194 KB

Data science and machine learning
2007

Neural Correlated of Tonality in Music
Technical paper · 12 Scholar citations

Data science and machine learning
2007

Unsupervised Analysis of fMRI Data Using Kernel Canonical Correlation
Paper · 152 Scholar citations · PDF · 2.2 MB

Data science and machine learning
2007

Unsupervised fMRI Analysis
Technical paper · 5 Scholar citations · PDF · 814 KB

Data science and machine learning
2007

Using Image Stimuli to Drive fMRI Analysis
Paper · 5 Scholar citations · PDF · 1.9 MB

Data science and machine learning
2006

Semantic models for machine learning
Thesis

Data science and machine learning
2006

A Correlation Approach for Automatic Image Annotation
Paper · 70 Scholar citations · PDF · 1.8 MB
2006

Maximum Margin Regression using KCCA Feature Projection
Technical paper

Data science and machine learning
2005

Classifying Cognitive Tasks to fMRI Data Using Machine Learning Techniques
Technical paper

Data science and machine learning
2005

Directed Acyclic Graph SVM with Decision Value History Smoothing
Technical paper · PDF · 57 KB

Data science and machine learning
2005

fMRI Analysis via One-class Machine Learning Techniques
Paper · 27 Scholar citations · PDF · 49 KB

Data science and machine learning
2005

Generic Object Recognition by Distinct Features Combination in Machine Learning
Paper · 13 Scholar citations · PDF · 1.5 MB

Data science and machine learning
2005

Novelty Detection and Kernel Canonical Correlation Analysis of Brain Activities in fMRI Images
Technical paper

Data science and machine learning
2005

One-class Machine Learning Approach for fMRI Analysis
Technical paper · 10 Scholar citations · PDF · 116 KB

Data science and machine learning
2005

Two View Learning: SVM-2K, Theory and Practice
Paper · 481 Scholar citations · PDF · 106 KB

Data science and machine learning
2004

Canonical Correlation Analysis: An Overview with Application to Learning Methods
Paper · 4275 Scholar citations · PDF · 717 KB

Data science and machine learning
2004

Generating Category-based Documents for Image Queries from Web-based Data Using Their Semantic Representation
Technical paper · 1 Scholar citations · PDF · 277 KB
2004

KCCA Feature Selection for fMRI Analysis
Technical paper · 8 Scholar citations · PDF · 1.8 MB

Data science and machine learning
2004

KCCA for fMRI Analysis
Paper · 26 Scholar citations · PDF · 85 KB

Data science and machine learning
2004

Large Scale Multiclass Classification Based on Linear Optimization
Technical paper · PDF · 62 KB

Data science and machine learning
2004

Using Fisher Kernels and Hidden Markov Models for the Identification of Famous Composers from their Sheet Music
Technical paper · 5 Scholar citations · PDF · 160 KB

Data science and machine learning
2004

Using String Kernels to Identify Performers from their Playing Style
Paper · 1 Scholar citations

Data science and machine learning
2003

KCCA for different level precision in content-based image retrieval
Paper · 78 Scholar citations · PDF · 94 KB

Data science and machine learning
2003

Learning the Semantics of Multimedia Content with Application to Web Image Retrieval and Classification
Paper · 59 Scholar citations · PDF · 69 KB

Data science and machine learning
2003

Signal Extraction for Brain-Computer Interface
Technical paper · 1 Scholar citations

Data science and machine learning

Code and software holds the MATLAB and research downloads.