Search Results - subject:"Explainable artificial intelligence"

An explainable deep-learning approach for job cycle time prediction

Wang, Yu-Cheng; Chen, Toly; Chiu, Min-Chi - In: Decision analytics journal 6 (2023), pp. 1-10

Deep neural networks (DNNs) have been applied to predict the cycle times of jobs in manufacturing accurately. However, the prediction mechanism of a DNN is complex and difficult to communicate. This limits its acceptability (or practicability) in real-world applications. An explainable...

Persistent link: https://www.econbiz.de/10014337140

Applications of Explainable Artificial Intelligence in Finance—a systematic review of Finance, Information Systems, and Computer Science literature

Weber, Patrick; Carl, K. Valerie; Hinz, Oliver - In: Management Review Quarterly 74 (2023) 2, pp. 867-907

. Explainable Artificial Intelligence (XAI) is of tremendous importance in this context. We provide an overview of current research …

Persistent link: https://www.econbiz.de/10015272796

Explanatory Interactive Machine Learning

Pfeuffer, Nicolas; Baum, Lorenz; Stammer, Wolfgang; … - In: Business & Information Systems Engineering 65 (2023) 6, pp. 677-701

broader acceptance of this technology. Explainable Artificial Intelligence attempts to overcome this problem by making the …

Persistent link: https://www.econbiz.de/10015272815

Understanding the determinants of bond excess returns using explainable AI

Beckmann, Lars; Debener, Jörn; Kriebel, Johannes - In: Journal of Business Economics 93 (2023) 9, pp. 1553-1590

the state-of-the-art explainable artificial intelligence technique SHapley Additive exPlanations (SHAP) to open the black …

Persistent link: https://www.econbiz.de/10015210314

Explainable artificial intelligence in information systems: A review of the status quo and future research directions

Brasse, Julia; Broder, Hanna Rebecca; Förster, Maximilian - In: Electronic Markets 33 (2023) 1

for academia, business, and society and brought about the rise of the research field of explainable artificial … intelligence (XAI). With its pluralistic view, information systems (IS) research is predestined to contribute to this emerging …

Persistent link: https://www.econbiz.de/10015210598

Enhancing brick-and-mortar store shopping experience with an augmented reality shopping assistant application using personalized recommendations and explainable artificial intellig...

Zimmermann, Robert; Mora, Daniel; Cirqueira, Douglas; … - In: Journal of research in interactive marketing : … 17 (2023) 2, pp. 273-298

Persistent link: https://www.econbiz.de/10014313367

Explainable artificial intelligence in information systems : a review of the status quo and future research directions

Brasse, Julia; Broder, Hanna Rebecca; Förster, Maximilian - In: Electronic markets : EM ; the international journal of … 33 (2023) 1, pp. 1-22

Persistent link: https://www.econbiz.de/10014283106

COVID-19 media chatter and macroeconomic reflectors on black swan : a Spanish and Indian stock markets comparison

Ghosh, Indranil; Alfaro-Cortés, Esteban; Gámez, Matías; … - In: Risks : open access journal 11 (2023) 5, pp. 1-27

an ensemble machine learning technique to perform predictive modelling. The Explainable Artificial Intelligence (XAI) is …

Persistent link: https://www.econbiz.de/10014333537

Accelerated American option pricing with deep neural networks

Anderson, David; Ulrych, Urban - In: Quantitative finance and economics 7 (2023) 2, pp. 207-228

Persistent link: https://www.econbiz.de/10015120934

User-centric explainable AI : design and evaluation of an approach to generate coherent counterfactual explanations for structured data

Förster, Maximilian; Hühn, Philipp; Klier, Mathias; … - In: Journal of decision systems 32 (2023) 4, pp. 700-731

Persistent link: https://www.econbiz.de/10014422182