Search Results - subject:"explainable artificial intelligence (XAI)"

Explainable product backorder prediction exploiting CNN: Introducing explainable models in businesses

Shajalal, Md; Boden, Alexander; Stevens, Gunnar - In: Electronic Markets 32 (2022) 4, pp. 2107-2122

research on eXplainable Artificial Intelligence (XAI) focused mainly on explaining the models to AI experts with the purpose of …

Persistent link: https://www.econbiz.de/10015271493

Explainable AI for credit assessment in banks

Lange, Petter Eilif de; Melsom, Borger; Vennerød, … - In: Journal of risk and financial management : JRFM 15 (2022) 12, pp. 1-23

explainable artificial intelligence (XAI) model for predicting credit default on a unique dataset of unsecured consumer loans …

Persistent link: https://www.econbiz.de/10014284417

Federated explainable artificial intelligence (fXAI) : a digital manufacturing perspective

Kusiak, Andrew - In: International journal of production research 62 (2024) 1/2, pp. 171-182

Persistent link: https://www.econbiz.de/10014454722

Practical forecasting of risk boundaries for industrial metals and critical minerals via statistical machine learning techniques

Choi, Insu; Kim, Woo Chang - In: International review of financial analysis 94 (2024), pp. 1-41

Persistent link: https://www.econbiz.de/10014543952

Distance is the spice, but not the whole enchilada : country-pair psychic distance stimuli and country fixed effects in a deep learning implementation of the trade flow model

Messner, Wolfgang - In: International business review 33 (2024) 1, pp. 1-24

Persistent link: https://www.econbiz.de/10014460750

Exploring multilevel data with deep learning and XAI : the effect of personal-care advertising spending on subjective happiness

Messner, Wolfgang - In: International business review 33 (2024) 1, pp. 1-22

Persistent link: https://www.econbiz.de/10014460757

Quantifying credit portfolio sensitivity to asset correlations with interpretable generative neural networks

Caprioli, Sergio; Cagliero, Emanuele; Crupi, Riccardo - In: The journal of risk model validation 18 (2024) 1, pp. 1-17

Persistent link: https://www.econbiz.de/10014556697

Offenheit durch XAI bei ML-unterstützten Entscheidungen: Ein Baustein zur Optimierung von Entscheidungen im Unternehmen?

Lossos, Christian; Geschwill, Simon; Morelli, Frank - In: HMD Praxis der Wirtschaftsinformatik 58 (2021) 2, pp. 303-320

ML das Konzept der Offenheit bereits praktiziert. Das Konzept der erklärbaren KI ("Explainable Artificial Intelligence …" – XAI) vermag es aber, das zugehörige Potenzial erheblich steigern. Hierzu stehen verschiedene generische Ansätze (Ante hoc …

Persistent link: https://www.econbiz.de/10014502056

Human-centric artificial intelligence architecture for industry 5.0 applications

Rožanec, Jože M.; Novalija, Inna; Zajec, Patrik; … - In: International journal of production research 61 (2023) 20, pp. 6847-6872

Persistent link: https://www.econbiz.de/10014383261

Collaboration with machines in B2B marketing : overcoming managers' aversion to AI-CRM with explainability

Gaczek, Piotr; Leszczyński, Grzegorz; Mouakher, Amira - In: Industrial marketing management : the international … 115 (2023), pp. 127-142

Persistent link: https://www.econbiz.de/10014454862