Vitenskaplige publikasjoner

Her er eksempler på artikler vi nylig har publisert, eller er i ferd med å publisere, i vitenskapelige journaler innfor finans og kunstig intelligens:

de Lange et al. (JRFM, 2022): Explainable AI for Credit Assessment in Banks

Melsom et al. (JR, 2022): Explainable artificial intelligence for credit scoring in banking

Oust et al. (JRER, 2023): Assessing the Explanatory Power of Dwelling Condition in Automated Valuation Models

Gunnarson et al. (IRFA, 2024): Prediction of realized volatility and implied volatility indices using AI and machine learning: A review

Rygh et al. (JRFM, 2025): Inflation Forecasting: LSTM Networks vs. Traditional Models for Accurate Predictions

Pimentel et al. (DEF, 2025): Option pricing with deep learning: a long short-term memory approach

Vinje et al. (QF, 2025): Merged LSTM-MLP for option valuation

Risstad et al. (Working paper, 2025): Forecasting day-ahead EURUSD tail risk: Leveraging machine learning and the volatility surface.

Eggen et al. (JES, 2025): Financial Time Series Uncertainty: A Review of Probabilistic AI Applications.

Alizadeh et al. (QF, 2025): A hybrid combination approach to forecast freight rates volatility