The Use of Responsible Artificial Intelligence Techniques in the Context of Loan Approval Processes

How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations

(2020) Nripsuta Ani Saxena et al.   ARTIFICIAL INTELLIGENCE

Explainable artificial intelligence for breast cancer: a visual case-based reasoning approach

(2019) Jean-Baptiste Lamy et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

(2019) Alejandro Barredo Arrieta et al.   Information Fusion

Application of artificial intelligence using a convolutional neural network for detecting gastric cancer in endoscopic images

(2018) Toshiaki Hirasawa et al.   Gastric Cancer

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

Explanation in artificial intelligence: Insights from the social sciences

(2018) Tim Miller   ARTIFICIAL INTELLIGENCE

Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments

(2017) Alexandra Chouldechova   Big Data

Design of Diverging Stacked Bar Charts for Likert Scales and Other Applications

(2015) Richard M. Heiberger et al.   Journal of Statistical Software

Automated news reading: Stock price prediction based on financial news using context-capturing features

(2013) Michael Hagenau et al.   DECISION SUPPORT SYSTEMS

Data preprocessing techniques for classification without discrimination

(2011) Faisal Kamiran et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A Discrete Stock Price Prediction Engine Based on Financial News

(2010) Robert P. Schumaker et al.   COMPUTER