Search Results - subject:"Autoencoder"

Predicting status of pre- and post-M&A deals using machine learning and deep learning techniques

Karatas, Tugce; Hirsa, Ali - In: Digital finance : smart data analytics, investment … 7 (2025) 1, pp. 61-106

Persistent link: https://www.econbiz.de/10015437292

Comparative evaluation of VAE-based monitoring statistics for real-time anomaly detection in AIS data

Oh, YongKyung; Yoon, Kwonin; Park, Jaemin; Kim, Sungil - In: Maritime policy & management 52 (2025) 4, pp. 609-626

Persistent link: https://www.econbiz.de/10015442101

Localized global time series forecasting models using evolutionary neighbor-aided deep clustering method

Abbasimehr, Hossein; Noshad, Ali - In: Journal of forecasting 44 (2025) 5, pp. 1716-1733

Persistent link: https://www.econbiz.de/10015464714

A bibliometric analysis of machine learning econometrics in asset pricing

Zapata, Hector O.; Mukhopadhyay, Supratik - In: Journal of Risk and Financial Management 15 (2022) 11, pp. 1-17

Machine learning (ML) is a novel method that has applications in asset pricing and that fits well within the problem of measurement in economics. Unlike econometrics, ML models are not designed for parameter estimation and inference, but similar to econometrics, they address, and may be better...

Persistent link: https://www.econbiz.de/10014332691

A bibliometric analysis of machine learning econometrics in asset pricing

Zapata, Hector O.; Mukhopadhyay, Supratik - In: Journal of risk and financial management : JRFM 15 (2022) 11, pp. 1-17

Persistent link: https://www.econbiz.de/10013475217

Stacking machine-learning models for anomaly detection : comparing AnaCredit to other banking datasets

Maddaloni, Pasquale; Continanza, Davide Nicola; Del … - 2022

Persistent link: https://www.econbiz.de/10013264672

Extending the Lee-Carter model with variational autoencoder : a fusion of neural network and bayesian approach

Miyata, Akihiro; Matsuyama, Naoki - In: ASTIN bulletin : the journal of the International … 52 (2022) 3, pp. 789-812

Persistent link: https://www.econbiz.de/10013426661

Convergence technology opportunity discovery for firms based on technology portfolio using the stacked denoising autoencoder (SDAE)

Kwon, Deuksin; Sohn, So Young - In: IEEE transactions on engineering management : EM ; a … 71 (2024), pp. 1804-1818

Persistent link: https://www.econbiz.de/10015405267

Variational AutoEncoders-LSTM based fault detection of time-dependent high dimensional processes

Maged, Ahmed; Lui, Chun Fai; Haridy, Salah; Xie, Min - In: International journal of production research 62 (2024) 4, pp. 1092-1107

Persistent link: https://www.econbiz.de/10014458499

Autoencoder-based detector for distinguishing process anomaly and sensor failure

Lee, Chia-Yen; Chang, Kai; Ho, Chien - In: International journal of production research 62 (2024) 19, pp. 7130-7145

Persistent link: https://www.econbiz.de/10015084972