Search Results - subject:"Representation Learning"

Dynamic personalization with multiple customer signals : multi-response state representation in reinforcement learning

Ma, Liangzong; Huang, Ta-Wei; Ascarza, Eva; Israeli, Ayelet - 2025

Persistent link: https://www.econbiz.de/10015197090

A representation-learning approach for insurance pricing with images

Blier-Wong, Christopher; Lamontagne, Luc; Marceau, Etienne - In: ASTIN bulletin : the journal of the International … 54 (2024) 2, pp. 280-309

Persistent link: https://www.econbiz.de/10015055289

The use of autoencoders for training neural networks with mixed categorical and numerical features

Delong, Łukasz; Kozak, Anna - In: ASTIN bulletin : the journal of the International … 53 (2023) 2, pp. 213-232

Persistent link: https://www.econbiz.de/10014320194

TDSRL : Time Series Dual Self-Supervised Representation Learning for anomaly detection from different perspectives

Dai, Yongsheng; Wang, Hui; Rafferty, Karen; Spence, Ivor; … - 2024

-Supervised Representation Learning) for robust anomaly detection. TDSRL leverages synthetic anomaly segments which are artificially generated to …

Persistent link: https://www.econbiz.de/10014513955

Learning the minimal representation of a continuous state-space Markov decision process from transition data

Bennouna, Amine; Pachamanova, Dessislava A.; Perakis, … - In: Management science : journal of the Institute for … 71 (2025) 6, pp. 5162-5184

Persistent link: https://www.econbiz.de/10015446771

TDSRL: Time Series Dual Self-Supervised Representation Learning for Anomaly Detection from Different Perspectives

Dai, Yongsheng; Wang, Hui; Rafferty, Karen; Spence, Ivor; … - 2024

-Supervised Representation Learning) for robust anomaly detection. TDSRL leverages synthetic anomaly segments which are artificially generated to …

Persistent link: https://www.econbiz.de/10014513943

Probing digital footprints and reaching for inherent preferences : a cause-disentanglement approach to personalized recommendations

Wang, Cong; Shi, Yansong; Guo, Xunhua; Chen, Guoqing - In: Information systems research : ISR 36 (2025) 3, pp. 1314-1332

Persistent link: https://www.econbiz.de/10015553470

Investigating domain knowledge graph knowledge reasoning and assessing quality using knowledge representation learning and knowledge reasoning algorithms

Cao, Ying - In: Journal of information & knowledge management : JIKM 24 (2025) 1, pp. 1-23

Persistent link: https://www.econbiz.de/10015592521

A user segmentation method in heterogeneous open innovation communities based on multilayer information fusion and attention mechanisms

Daradkeh, Mohammad - In: Journal of open innovation : technology, market, and … 8 (2022) 4, pp. 1-19

The heterogeneity and diversity of users and external knowledge resources is a hallmark of open innovation communities (OICs). Although user segmentation in heterogeneous OICs is a prominent and recurring issue, it has received limited attention in open innovation research and practice. Most...

Persistent link: https://www.econbiz.de/10013413142

A user segmentation method in heterogeneous open innovation communities based on multilayer information fusion and attention mechanisms

Daradkeh, Mohammad - In: Journal of Open Innovation: Technology, Market, and … 8 (2022) 4, pp. 1-19

Persistent link: https://www.econbiz.de/10014329686