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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
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Papers citing
"Directive Explanations for Actionable Explainability in Machine Learning Applications"
15 / 15 papers shown
Title
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
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
T. Tominaga
Naomi Yamashita
Takeshi Kurashima
75
1
0
23 May 2024
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
Aditya Bhattacharya
71
9
0
29 Dec 2023
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
Haochen Wu
Shubham Sharma
Sunandita Patra
Sriram Gopalakrishnan
77
0
0
23 Aug 2023
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
Gennie Mansi
Mark O. Riedl
65
6
0
10 May 2023
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
Aditya Bhattacharya
Jeroen Ooge
Gregor Stiglic
K. Verbert
51
34
0
21 Feb 2023
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
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
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
Sahil Verma
Varich Boonsanong
Minh Hoang
Keegan E. Hines
John P. Dickerson
Chirag Shah
CML
178
179
0
20 Oct 2020
1