Vom 20.12.2025 bis 11.01.2026 ist die Universitätsbibliothek geschlossen. Ab dem 12.01.2026 gelten wieder die regulären Öffnungszeiten. Ausnahme: Medizinische Hauptbibliothek und Zentralbibliothek sind bereits ab 05.01.2026 wieder geöffnet. Weitere Informationen

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1

Man versus Machine Learning Revisited.
Zhang, Yingguang ; Zhu, Yandi ; Linnainmaa, Juhani T
Review of Financial Studies. Dec2025, Vol. 38 Issue 12, p3768-3790. 23p.

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2

Predicting financial reports fraud by machine learning: the proxy of auditor opinions.
Nguyen Thanh, Cuong ; Phan Huy, Tam
Cogent Business & Management. Dec2025, Vol. 12 Issue 1, p1-23. 23p.

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3

Comparative analysis of machine learning models for the detection of fraudulent banking transactions.
Preciado Martínez, Pedro María ; Reier Forradellas, Ricardo Francisco ; Garay Gallastegui, Luis Miguel ; et al.
Cogent Business & Management. Dec2025, Vol. 12 Issue 1, p1-22. 22p.

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4

Random Forests for Feature Selection: Concepts and Applications in Asset Management.
Kim, Jang Ho ; Lee, Yongjae ; Kim, Woo Chang ; et al.
Journal of Portfolio Management. 2025 Quantitative Tools, Vol. 52 Issue 2, p24-43. 20p.

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5

Analysis and forecasting of daily global gold price: an SARIMA-LSTM approach with Random Forest technique.
Quang, Phung Duy ; Thang, Trinh Quoc
Cogent Economics & Finance. Dec2025, Vol. 13 Issue 1, p1-16. 16p.

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6

A novel AUC-based feature selection method: empirical insights from machine learning in the credit scoring problem.
Ta, Thu Phuong ; Le, Duc Hoang ; Le, Dinh Khoa Bach
Cogent Economics & Finance. Dec2025, Vol. 13 Issue 1, p1-13. 13p.

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7

Machine Learning Methodologies for the Systematic Prediction of S&P 500 Index Deletions.
Aylsworth, Avery E.
Journal of Beta Investment Strategies. Winter2025, Vol. 16 Issue 4, p19-47. 29p.

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8

To Bag is to Prune.
Goulet Coulombe, Philippe
Studies in Nonlinear Dynamics & Econometrics. Nov2025, Vol. 29 Issue 6, p669-697. 29p.

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9

Predicting the length-of-stay of pediatric patients using machine learning algorithms.
Boff Medeiros, Natália ; Fogliatto, Flávio Sanson ; Karla Rocha, Miriam ; et al.
International Journal of Production Research. Jan2025, Vol. 63 Issue 2, p483-496. 14p.

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10

Not seeing the wood for the trees: Influences on random forest accuracy.
Hand, Chris ; Fitkov-Norris, Elena
International Journal of Market Research. Sep2024, Vol. 66 Issue 5, p559-566. 8p.

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11

Uncovering Financial Constraints.
Linn, Matthew ; Weagley, Daniel
Journal of Financial & Quantitative Analysis. Sep2024, Vol. 59 Issue 6, p2582-2617. 36p.

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12

A Comparison Study of Single and Hybrid ARIMA, RF, SVR and ANN Models: The Turkish Residential Property Price Index.
Çağlayan-Akay, Ebru ; Topal, Kadriye Hilal ; Kızılarslan, Şaban ; et al.
Annals of Financial Economics. Sep2025, Vol. 20 Issue 3, p1-28. 28p.

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13

基于优化决策树参数的随机森林模型 预测全国 GDP.
张 淼 ; 顾海燕
China Forestry Economy. aug2025, Issue 4, p39-50. 12p.

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14

An adaptation of Random Forest to estimate convex non‐parametric production technologies: an empirical illustration of efficiency measurement in education.
España, Victor J. ; Aparicio, Juan ; Barber, Xavier
International Transactions in Operational Research. Sep2025, Vol. 32 Issue 5, p2523-2546. 24p.

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15

A comparative analysis of ensemble learning models for predicting lapses in investment policies.
Matlala, Lerato ; Bokaba, Tebogo ; Ndayizigamiye, Patrick ; et al.
Journal of Management Analytics. Oct2025, p1-30. 30p. 13 Illustrations.

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16

Predicting Wood Color Origin Using Random Forest and Spectroscopy: A Machine Learning Approach for Industrial and Forestry Applications.
Quinteros-Navarro, Dino ; Quinteros, Alfredo ; Muñoz, Victor ; et al.
Ingénierie des Systèmes d'Information. Sep2025, Vol. 30 Issue 9, p2269-2284. 16p.

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17

Non-Invasive Live Chicken Weight Estimation Using Geometric Features and Random Forest Regression.
Setiaji, Pratomo ; Setiawan, Arif ; Setiawan, R. Rhoedy
Ingénierie des Systèmes d'Information. Aug2025, Vol. 30 Issue 8, p2189-2198. 10p.

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18

Feature Selection for Financial Data Classification Using Random Forest, Boruta, and Recursive Feature Elimination.
Dewi, Christine ; Andika, Rio Arya ; Haryani, Endang ; et al.
Ingénierie des Systèmes d'Information. Aug2025, Vol. 30 Issue 8, p2165-2173. 9p.

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19

Prediction of the End of a Romantic Relationship in Peruvian Youth and Adults: A Machine Learning Approach.
Ventura-León, José ; Lino-Cruz, Cristopher ; Sánchez-Villena, Andy Rick ; et al.
Journal of General Psychology. Oct-Dec2025, Vol. 152 Issue 4, p577-598. 22p.

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20

Overcoming High Dimensionality: A Case of Consumer Anarchism.
Kucuk, S. Umit ; Sobel, Marc
Review of Marketing Science. Sep2025, Vol. 23 Issue 1, p313-326. 14p.

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