Search Results - subject:"autoencoder"

Classifying payment patterns with artificial neural networks : an autoencoder approach

Rubio, Jeniffer; Barucca, Paolo; Gage, Gerardo; Arroyo, John - In: Latin American journal of central banking : LAJCB 1 (2020) 1/4, pp. 1-16

) serving interbank funds transfers. We develop an autoencoder for the Sistema de Pagos Interbancarios (SPI) of Ecuador, which …. (2018) and Sabetti and Heijmans (2020). We train four different autoencoder models using intraday data structured in three … simulations to feature a baseline scenario and identify relevant autoencoder parametrizations for anomaly detection. The main …

Persistent link: https://www.econbiz.de/10012545615

Shallow or deep : detecting anomalous flows in the Canadian automated clearing and settlement system using an autoencoder

Sabetti, Leonard; Heijmans, Ronald - 2020

Persistent link: https://www.econbiz.de/10012204559

Index tracking through deep latent representation learning

Kim, Saejoon; Kim, Soong - In: Quantitative finance 20 (2020) 4, pp. 639-652

Persistent link: https://www.econbiz.de/10012194911

Tourism demand forecasting : an ensemble deep learning approach

Sun, Shaolong; Li, Yanzhao; Guo, Ju'e; Wang, Shouyang - In: Tourism economics : the business and finance of tourism … 28 (2022) 8, pp. 2021-2049

Persistent link: https://www.econbiz.de/10013473826

Constructing a personalized recommender system for life insurance products with machine-learning techniques

Kong, Hyeongwoo; Yun, Wonje; Joo, Weonyoung; Kim, Ju Hyun; … - In: Intelligent systems in accounting, finance & management 29 (2022) 4, pp. 242-253

Persistent link: https://www.econbiz.de/10014245474

Spam review detection using LSTM autoencoder : an unsupervised approach

Saumya, Sunil; Singh, Jyoti Prakash - In: Electronic commerce research 22 (2022) 1, pp. 113-133

Persistent link: https://www.econbiz.de/10013169416

One-dimensional residual convolutional auto-encoder for fault detection in complex industrial processes

Yu, Jianbo; Liu, Xing - In: International journal of production research 60 (2022) 18, pp. 5655-5674

Persistent link: https://www.econbiz.de/10013500849

Comparison and application potential analysis of autoencoder-based electricity pattern mining algorithms for large-scale demand response

Li, Tong; Wang, Zhaohua; Zhao, Wenhui - In: Technological forecasting & social change : an … 177 (2022), pp. 1-14

Persistent link: https://www.econbiz.de/10013342890

An overview and empirical comparison of natural language processing (NLP) models and an introduction to and empirical application of autoencoder models in marketing

Shankar, Venkatesh; Parsana, Sohil - In: Journal of the Academy of Marketing Science 50 (2022) 6, pp. 1324-1350

Persistent link: https://www.econbiz.de/10013463931

Deep learning-based detection of tax frauds: an application to property acquisition tax

Lee, Changro - In: Data Technologies and Applications 56 (2021) 3, pp. 329-341

a property acquisition tax. An autoencoder, a popular unsupervised learning algorithm, is applied to 2,228 tax returns …

Persistent link: https://www.econbiz.de/10014712693