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Directive Explanations for Actionable Explainability in Machine Learning
  Applications

Directive Explanations for Actionable Explainability in Machine Learning Applications

3 February 2021
Ronal Singh
Paul Dourish
Piers Howe
Tim Miller
L. Sonenberg
Eduardo Velloso
F. Vetere
ArXiv (abs)PDFHTML

Papers citing "Directive Explanations for Actionable Explainability in Machine Learning Applications"

15 / 15 papers shown
Title
An Actionability Assessment Tool for Explainable AI
An Actionability Assessment Tool for Explainable AI
Ronal Singh
Tim Miller
L. Sonenberg
Eduardo Velloso
F. Vetere
Piers Howe
Paul Dourish
43
2
0
19 Jun 2024
Beyond Words: On Large Language Models Actionability in Mission-Critical
  Risk Analysis
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis
Matteo Esposito
Francesco Palagiano
Valentina Lenarduzzi
Davide Taibi
179
7
0
11 Jun 2024
Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical
  Study from a Human-Centered Perspective
Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective
T. Tominaga
Naomi Yamashita
Takeshi Kurashima
75
1
0
23 May 2024
Cost-Adaptive Recourse Recommendation by Adaptive Preference Elicitation
Cost-Adaptive Recourse Recommendation by Adaptive Preference Elicitation
Duy Nguyen
Bao Nguyen
Viet Anh Nguyen
50
0
0
23 Feb 2024
Towards Directive Explanations: Crafting Explainable AI Systems for
  Actionable Human-AI Interactions
Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions
Aditya Bhattacharya
71
9
0
29 Dec 2023
Redefining Qualitative Analysis in the AI Era: Utilizing ChatGPT for
  Efficient Thematic Analysis
Redefining Qualitative Analysis in the AI Era: Utilizing ChatGPT for Efficient Thematic Analysis
He Zhang
Chuhao Wu
Jingyi Xie
Yao Lyu
Jie Cai
John M. Carroll
90
62
0
19 Sep 2023
SafeAR: Safe Algorithmic Recourse by Risk-Aware Policies
SafeAR: Safe Algorithmic Recourse by Risk-Aware Policies
Haochen Wu
Shubham Sharma
Sunandita Patra
Sriram Gopalakrishnan
77
0
0
23 Aug 2023
Beyond Single-Feature Importance with ICECREAM
Beyond Single-Feature Importance with ICECREAM
M.-J. Oesterle
Patrick Blobaum
Atalanti A. Mastakouri
Elke Kirschbaum
CML
106
1
0
19 Jul 2023
Why Don't You Do Something About It? Outlining Connections between AI
  Explanations and User Actions
Why Don't You Do Something About It? Outlining Connections between AI Explanations and User Actions
Gennie Mansi
Mark O. Riedl
65
6
0
10 May 2023
Feasible Recourse Plan via Diverse Interpolation
Feasible Recourse Plan via Diverse Interpolation
D. Nguyen
Ngoc H. Bui
Viet Anh Nguyen
45
6
0
22 Feb 2023
Directive Explanations for Monitoring the Risk of Diabetes Onset:
  Introducing Directive Data-Centric Explanations and Combinations to Support
  What-If Explorations
Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations
Aditya Bhattacharya
Jeroen Ooge
Gregor Stiglic
K. Verbert
51
34
0
21 Feb 2023
Amortized Generation of Sequential Algorithmic Recourses for Black-box
  Models
Amortized Generation of Sequential Algorithmic Recourses for Black-box Models
Sahil Verma
Keegan E. Hines
John P. Dickerson
94
24
0
07 Jun 2021
LEx: A Framework for Operationalising Layers of Machine Learning
  Explanations
LEx: A Framework for Operationalising Layers of Machine Learning Explanations
Ronal Singh
Upol Ehsan
M. Cheong
Mark O. Riedl
Tim Miller
32
4
0
15 Apr 2021
STARdom: an architecture for trusted and secure human-centered
  manufacturing systems
STARdom: an architecture for trusted and secure human-centered manufacturing systems
Jože M. Rožanec
Patrik Zajec
K. Kenda
I. Novalija
B. Fortuna
...
Diego Reforgiato Recupero
D. Kyriazis
G. Sofianidis
Spyros Theodoropoulos
John Soldatos
46
7
0
02 Apr 2021
Counterfactual Explanations and Algorithmic Recourses for Machine
  Learning: A Review
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review
Sahil Verma
Varich Boonsanong
Minh Hoang
Keegan E. Hines
John P. Dickerson
Chirag Shah
CML
178
179
0
20 Oct 2020
1