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Using Explainable Artificial Intelligence to Improve Process Quality: Evidence from Semiconductor Manufacturing

Management science, 2022-08, Vol.68 (8), p.5704-5723

2022

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Emotions explain differences in the diffusion of true vs. false social media rumors

Scientific reports, 2021-11, Vol.11 (1), p.22721-22721, Article 22721

2021

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Deep learning for affective computing: Text-based emotion recognition in decision support

Decision Support Systems, 2018-11, Vol.115, p.24-35

2018

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Analyzing Patient Trajectories With Artificial Intelligence

Journal of medical Internet research, 2021-12, Vol.23 (12), p.e29812-e29812

2021

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Estimating and explaining cross-country variation in the effectiveness of non-pharmaceutical interventions during COVID-19

Scientific reports, 2022-05, Vol.12 (1), p.7526-7526, Article 7526

2022

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Emotions in online rumor diffusion

EPJ data science, 2021-10, Vol.10 (1), p.51-17, Article 51

2021

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Statistical inferences for polarity identification in natural language

PloS one, 2018-12, Vol.13 (12), p.e0209323-e0209323

2018

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Leveraging large language models to monitor climate technology innovation

Environmental research letters, 2023-09, Vol.18 (9), p.91004

2023

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Estimating the effects of non-pharmaceutical interventions on the number of new infections with COVID-19 during the first epidemic wave

PloS one, 2021-06, Vol.16 (6), p.e0252827

2021

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Negation scope detection in sentiment analysis: Decision support for news-driven trading

Decision Support Systems, 2016-08, Vol.88, p.67-75

2016

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Russian propaganda on social media during the 2022 invasion of Ukraine

EPJ data science, 2023-12, Vol.12 (1), p.35-20, Article 35

2023

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Large-scale demand response and its implications for spot prices, load and policies: Insights from the German-Austrian electricity market

Applied energy, 2018-01, Vol.210, p.1290-1298

2018

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Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study

Journal of medical Internet research, 2023-02, Vol.25 (1), p.e42181-e42181

2023

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Decision support from financial disclosures with deep neural networks and transfer learning

Decision Support Systems, 2017-12, Vol.104, p.38-48

2017

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Emissions Trading System of the European Union: Emission Allowances and EPEX Electricity Prices in Phase III

Energies (Basel), 2019-07, Vol.12 (15), p.2894

2019

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Computer Mouse Movements as an Indicator of Work Stress: Longitudinal Observational Field Study

Journal of medical Internet research, 2021-04, Vol.23 (4), p.e27121-e27121

2021

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Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences

Decision Support Systems, 2019-10, Vol.125, p.113100, Article 113100

2019

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Continual learning in medical devices: FDA's action plan and beyond

The Lancet. Digital health, 2021-06, Vol.3 (6), p.e337-e338

2021

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Long-term stock index forecasting based on text mining of regulatory disclosures

Decision Support Systems, 2018-08, Vol.112, p.88-97

2018

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Deep learning in business analytics and operations research: Models, applications and managerial implications

European journal of operational research, 2020-03, Vol.281 (3), p.628-641

2020

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Sentiment analysis based on rhetorical structure theory:Learning deep neural networks from discourse trees

Expert systems with applications, 2019-03, Vol.118, p.65-79

2019

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News-based trading strategies

Decision Support Systems, 2016-10, Vol.90, p.65-74

2016

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News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions

European journal of operational research, 2019-01, Vol.272 (1), p.162-175

2019

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Interface Design for Human-Machine Collaborations in Drone Management

IEEE access, 2021, Vol.9, p.107462-107475

2021

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Integration scenarios of Demand Response into electricity markets: Load shifting, financial savings and policy implications

Energy policy, 2016-09, Vol.96, p.231-240

2016

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Using Explainable Artificial Intelligence to Improve Process Quality: Evidence from Semiconductor Manufacturing

Emotions explain differences in the diffusion of true vs. false social media rumors

Deep learning for affective computing: Text-based emotion recognition in decision support

Analyzing Patient Trajectories With Artificial Intelligence

Estimating and explaining cross-country variation in the effectiveness of non-pharmaceutical interventions during COVID-19

Emotions in online rumor diffusion

Statistical inferences for polarity identification in natural language

Leveraging large language models to monitor climate technology innovation

Estimating the effects of non-pharmaceutical interventions on the number of new infections with COVID-19 during the first epidemic wave

Negation scope detection in sentiment analysis: Decision support for news-driven trading

Russian propaganda on social media during the 2022 invasion of Ukraine

Large-scale demand response and its implications for spot prices, load and policies: Insights from the German-Austrian electricity market

Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study

Decision support from financial disclosures with deep neural networks and transfer learning

Emissions Trading System of the European Union: Emission Allowances and EPEX Electricity Prices in Phase III

Computer Mouse Movements as an Indicator of Work Stress: Longitudinal Observational Field Study

Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences

Continual learning in medical devices: FDA's action plan and beyond

Long-term stock index forecasting based on text mining of regulatory disclosures

Deep learning in business analytics and operations research: Models, applications and managerial implications

Sentiment analysis based on rhetorical structure theory:Learning deep neural networks from discourse trees

News-based trading strategies

News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions

Interface Design for Human-Machine Collaborations in Drone Management

Integration scenarios of Demand Response into electricity markets: Load shifting, financial savings and policy implications

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