Explainable artificial intelligence in information systems: A review of the status quo and future research directions
The quest to open black box artificial intelligence (AI) systems evolved into an emerging
phenomenon of global interest for academia, business, and society and brought about the …
phenomenon of global interest for academia, business, and society and brought about the …
A systematic literature review of predictive maintenance for defence fixed-wing aircraft sustainment and operations
In recent decades, the increased use of sensor technologies, as well as the increase in
digitalisation of aircraft sustainment and operations, have enabled capabilities to detect …
digitalisation of aircraft sustainment and operations, have enabled capabilities to detect …
[HTML][HTML] Explainable artificial intelligence and agile decision-making in supply chain cyber resilience
Although artificial intelligence can contribute to decision-making processes, many industry
players lag behind pioneering companies in utilizing artificial intelligence-driven …
players lag behind pioneering companies in utilizing artificial intelligence-driven …
Which product description phrases affect sales forecasting? An explainable AI framework by integrating WaveNet neural network models with multiple regression
S Chen, S Ke, S Han, S Gupta, U Sivarajah - Decision Support Systems, 2024 - Elsevier
The rapid rise of many e-commerce platforms for individual consumers has generated a
large amount of text-based data, and thus researchers have begun to experiment with text …
large amount of text-based data, and thus researchers have begun to experiment with text …
Tech Giants' Responsible Innovation and Technology Strategy: An International Policy Review
As digital technology continues to evolve rapidly and get integrated into various aspects of
our cities and societies, the alignment of technological advancements with societal values …
our cities and societies, the alignment of technological advancements with societal values …
Explainable AI for enhanced decision-making
K Coussement, MZ Abedin, M Kraus… - Decision Support …, 2024 - Elsevier
This paper contextualizes explainable artificial intelligence (AI) for enhanced decision-
making and serves as an editorial for the corresponding special issue. AI is defined as the …
making and serves as an editorial for the corresponding special issue. AI is defined as the …
Human-machine collaboration for feature selection and integration to improve congestive Heart failure risk prediction
The issue of harnessing machine learning (ML) algorithms for the prediction of adverse
medical events is important considering the prevalence of vast repositories of patient-level …
medical events is important considering the prevalence of vast repositories of patient-level …
Prediction machine learning models on propensity convicts to criminal recidivism
O Kovalchuk, M Karpinski, S Banakh, M Kasianchuk… - Information, 2023 - mdpi.com
Increasing internal state security requires an understanding of the factors that influence the
commission of repetitive crimes (recidivism) since the crime is not caused by public danger …
commission of repetitive crimes (recidivism) since the crime is not caused by public danger …
[HTML][HTML] Leveraging explainable AI for informed building retrofit decisions: Insights from a survey
D Leuthe, J Mirlach, S Wenninger, C Wiethe - Energy and buildings, 2024 - Elsevier
Accurate predictions of building energy consumption are essential for reducing the energy
performance gap. While data-driven energy quantification methods based on machine …
performance gap. While data-driven energy quantification methods based on machine …
Unleashing the power of AI in manufacturing: Enhancing resilience and performance through cognitive insights, process automation, and cognitive engagement
Abstract The empowerment of Artificial Intelligence (AI) in manufacturing has drawn
considerable attention, yet a holistic understanding of AI's effects on manufacturers' …
considerable attention, yet a holistic understanding of AI's effects on manufacturers' …