Search Results - subject:"Over-sampling"

An integrated oversampling and noise reduction method for robust predictive analytics

Lee, Jeong-Wook; Jeon, Young Eun; Seo, Jung-In - 2025

resampling strategy integrated with random over-sampling examples and Tomek link. The developed resampling strategy increases …

Persistent link: https://www.econbiz.de/10015506752

Employee attrition prediction with convolutional neural network and synthetic minority over-sampling technique

Duan, Lian; Paknejad, Javad; Kim, Hak - In: Journal of business analytics 8 (2025) 1, pp. 24-35

Persistent link: https://www.econbiz.de/10015188723

AI-driven quality control techniques in manufacturing processes to enhance Six Sigma approach

Hoggas, Nadia; Hioual, Ouassila; Hebboul, Amel - In: International journal of six sigma and competitive … 15 (2025) 3, pp. 291-314

Persistent link: https://www.econbiz.de/10015442010

Dense_deepsanet : dense_deep stacked autoencodernet-based intrusion detection in cloud computing

Ramakrishna, V. Jaya; Dayananda, K. - In: Journal of information & knowledge management : JIKM 24 (2025) 5, pp. 1-26

Persistent link: https://www.econbiz.de/10015596855

Verbesserung der Forschungsdateninfrastruktur im Bereich Hochvermögender mit dem Sozio-oekonomischen Panel (SOEP)

Schröder, Carsten; Bartels, Charlotte; Göbler, Konstantin - 2020 - (korrigierte Version)

Im fünften Armuts- und Reichtumsbericht der Bundesregierung wurde darauf hingewiesen, dass die Datenlage im Bereich hoher Vermögen unzureichend sei (BMAS, 2017). Zur Verbesserung der Datenlage haben wir eine neue Sampling-Strategie entwickelt und im Feld implementiert. In der gezogenen...

Persistent link: https://www.econbiz.de/10012256259

Verbesserung der Forschungsdateninfrastruktur im Bereich Hochvermögender mit dem Sozio-oekonomischen Panel (SOEP)

Schröder, Carsten; Bartels, Charlotte; Göbler, Konstantin - 2020

Persistent link: https://www.econbiz.de/10012224584

Verbesserung der Forschungsdateninfrastruktur im Bereich Hochvermögender mit dem Sozio-oekonomischen Panel (SOEP)

Schröder, Carsten; Bartels, Charlotte; Göbler, Konstantin - 2020

Persistent link: https://www.econbiz.de/10012254872

Development of a hybrid model to plan segment based optimal promotion strategy

Ekinci, Yeliz; Güran, Aysun - In: International journal of market research 65 (2023) 5, pp. 642-662

Persistent link: https://www.econbiz.de/10014368523

Dynamic financial distress prediction based on class-imbalanced data batches

Sun, Jie; Liu, Xin; Ai, Wenguo; Tian, Qianyuan - In: International journal of financial engineering 8 (2021) 3, pp. 1-35

Persistent link: https://www.econbiz.de/10012655025

Improving accuracy of students' final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique

Jishan, Syed; Rashu, Raisul; Haque, Naheena; Rahman, … - In: Decision Analytics 2 (2015), pp. 1-25

data can be preprocessed using a discretization method called the Optimal Equal Width Binning and an over-sampling … technique known as the Synthetic Minority Over-Sampling (SMOTE) to improve the accuracy of the students' final grade prediction … model improves significantly when the discretization and over-sampling methods are applied. …

Persistent link: https://www.econbiz.de/10010531019