Search Results - subject:"feature engineering"

Domain knowledge preservation in financial machine learning : evidence from autocallable note pricing

Ahnouch, Mohammed; Elaachak, Lotfi; Le Saout, Erwan - In: Risks : open access journal 13 (2025) 7, pp. 1-15

domain-specific feature engineering principles that preserve economic relationships. Across all tested architectures, basic …

Persistent link: https://www.econbiz.de/10015436793

Predicting out-terminals for imported containers at seaports using machine learning : incorporating unstructured data and measuring operational costs due to misclassifications

Xie, Ying; Song, Dongping; Dong, Jingxin; Feng, Yuanjun - In: Transportation research : an international journal 202 (2025), pp. 1-23

Persistent link: https://www.econbiz.de/10015451887

An efficient artificial intelligence approach for early detection of cross-site scripting attacks

Younas, Faizan; Raza, Ali; Thalji, Nisrean; Abualigah, … - 2024

deep learning approaches, including Long Short-Term Memory (LSTM). Additionally, advanced feature engineering techniques …

Persistent link: https://www.econbiz.de/10015101966

A framework to improve churn prediction performance in retail banking

Brito, João B. G.; Bucco, Guilherme B.; Heldt, Rodrigo; … - In: Financial innovation : FIN 10 (2024), pp. 1-29

model's predictive performance. We addressed this problem by (1) employing feature engineering methods to generate a set of …: (1) feature engineering with recency, frequency, and monetary value concepts to address the imbalanced dataset issue, (2 …

Persistent link: https://www.econbiz.de/10014532015

Enhancing portfolio decision-making: a capital asset pricing model-based clustering analysis

Pooja, R.; Kayal, Parthajit; Maiti, Moinak - In: Journal of Economic Studies 51 (2024) 9, pp. 358-379

Purpose To enhance portfolio decision-making using a capital asset pricing model-based clustering analysis. Design/methodology/approach Capital asset pricing model (CAPM); K-means clustering; agglomerative clustering. Findings Employing clustering along with CAPM to identify varying levels of...

Persistent link: https://www.econbiz.de/10015350127

Enhancing portfolio decision-making : a capital asset pricing model-based clustering analysis

Pooja, R.; Kayal, Parthajit; Maiti, Moinak - In: Journal of economic studies 51 (2024) 9, pp. 358-379

Persistent link: https://www.econbiz.de/10015198641

A review on customer segmentation methods for personalized customer targeting in e-commerce use cases

Alves Gomes, Miguel; Meisen, Tobias - In: Information Systems and e-Business Management 21 (2023) 3, pp. 527-570

The importance of customer-oriented marketing has increased for companies in recent decades. With the advent of one-customer strategies, especially in e-commerce, traditional mass marketing in this area is becoming increasingly obsolete as customer-specific targeting becomes realizable. Such a...

Persistent link: https://www.econbiz.de/10015209731

A review on customer segmentation methods for personalized customer targeting in e-commerce use cases

Alves Gomes, Miguel; Meisen, Tobias - In: Information systems and e-business management : ISeB 21 (2023) 3, pp. 527-570

Persistent link: https://www.econbiz.de/10014420611

Machine-learning-based sampling inspection under OQC capacity for real-time quality monitoring in the TFT-LCD industry

Shih, Ming-Sung; Chen, James C.; Chen, Tzu-Li; Chiang, … - In: International journal of production research 63 (2025) 6, pp. 2090-2113

Persistent link: https://www.econbiz.de/10015422082

Synergizing domain knowledge and machine learning : intelligent early fraud detection enhanced by earnings management analysis

Zeng, Shipei; Dai, Shan - In: International review of finance : the official journal … 25 (2025) 2, pp. 1-27

Persistent link: https://www.econbiz.de/10015457588