Picture for Mark T Keane

Mark T Keane

Industrial Memories: Exploring the Findings of Government Inquiries with Neural Word Embedding and Machine Learning

Add code
Aug 02, 2023
Viaarxiv icon

Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI

Add code
Jan 27, 2023
Viaarxiv icon

Explaining Classifications to Non Experts: An XAI User Study of Post Hoc Explanations for a Classifier When People Lack Expertise

Add code
Dec 19, 2022
Viaarxiv icon

Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI

Add code
Apr 21, 2022
Figure 1 for Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI
Figure 2 for Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI
Figure 3 for Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI
Figure 4 for Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI
Viaarxiv icon

Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation

Add code
Apr 29, 2021
Figure 1 for Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation
Figure 2 for Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation
Figure 3 for Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation
Figure 4 for Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation
Viaarxiv icon

Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future

Add code
Apr 08, 2021
Figure 1 for Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future
Figure 2 for Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future
Figure 3 for Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future
Figure 4 for Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future
Viaarxiv icon

If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques

Add code
Feb 26, 2021
Figure 1 for If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
Figure 2 for If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
Viaarxiv icon

A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations

Add code
Jan 22, 2021
Figure 1 for A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations
Figure 2 for A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations
Viaarxiv icon

How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins

Add code
May 17, 2019
Figure 1 for How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins
Figure 2 for How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins
Figure 3 for How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins
Viaarxiv icon

The Unexpected Unexpected and the Expected Unexpected: How People's Conception of the Unexpected is Not That Unexpected

Add code
May 17, 2019
Figure 1 for The Unexpected Unexpected and the Expected Unexpected: How People's Conception of the Unexpected is Not That Unexpected
Figure 2 for The Unexpected Unexpected and the Expected Unexpected: How People's Conception of the Unexpected is Not That Unexpected
Viaarxiv icon