Search Results - subject:"short-term memory"

A deep learning classification model for Persian Hafez poetry based on the poet’s era

Ruma, Jannatul Ferdous; Akter, Sharmin; Laboni, Jesrin Jahan - In: Decision analytics journal 4 (2022), pp. 1-16

highest accuracy when we used the Distributed Memory model for document embedding and Long Short-Term Memory (LSTM) model for … Bidirectional Long Short-Term Memory (Bi-LSTM) and Gated Recurrent Units (GRU) models. …

Persistent link: https://www.econbiz.de/10013448568

A machine learning approach for detecting customs fraud through unstructured data analysis in social media

Dangsawang, Bundidth; Nuchitprasitchai, Siranee - In: Decision analytics journal 10 (2024), pp. 1-11

three algorithms of Logistic Regression (LR), Gated Recurrent Unit (GRU), and Long Short-Term Memory (LSTM), employed to …

Persistent link: https://www.econbiz.de/10014541914

Forecasting relative returns for S&P 500 stocks using machine learning

Htet Htet Htun; Biehl, Michael; Petkov, Nicolai - In: Financial innovation : FIN 10 (2024), pp. 1-16

multiple previous relative returns and apply the random forest (RF), support vector machine (SVM), and long short-term memory …

Persistent link: https://www.econbiz.de/10014547210

A hybrid econometrics and machine learning based modeling of realized volatility of natural gas

Kristjanpoller Rodríguez, Werner - In: Financial innovation : FIN 10 (2024), pp. 1-32

best forecasting from heterogeneous autoregressive and long short-term memory models are used to determine the infuence of …

Persistent link: https://www.econbiz.de/10014535318

Audiovisual speech recognition based on a deep convolutional neural network

Rudregowda, Shashidhar; Patilkulkarni, Sudarshan; Ravi, … - In: Data science and management : DSM 7 (2024) 1, pp. 25-34

visual speech using a long short-term memory type of recurrent neural networks. Finally, integration was performed using a …

Persistent link: https://www.econbiz.de/10014518032

Food products pricing theory with application of machine learning and game theory approach

Mamoudan, Mobina Mousapour; Mohammadnazari, Zahra; … - In: International journal of production research 62 (2024) 15, pp. 5489-5509

Persistent link: https://www.econbiz.de/10015053701

Dynamic monitoring of financial security risks : a novel China financial risk index and an early warning system

Zhang, Wenyu - In: Economics letters 234 (2024), pp. 1-7

Persistent link: https://www.econbiz.de/10015066371

Interplay of volatility and geopolitical tensions in clean energy markets : a comprehensive GARC-ISTM forecasting approach

Brik, Hatem; Ouakdi, Jihene El - In: International Journal of Energy Economics and Policy : IJEEP 14 (2024) 4, pp. 92-107

Persistent link: https://www.econbiz.de/10014634872

Hybrid scientific article recommendation system with COOT optimization

Sivasankari, R.; Dhilipan, J. - In: Data science and management : DSM 7 (2024) 2, pp. 99-107

Today, recommendation systems are everywhere, making a variety of activities considerably more manageable. These systems help users by personalizing their suggestions to their interests and needs. They can propose various goods, including music, courses, articles, agricultural products,...

Persistent link: https://www.econbiz.de/10015063139

Forecasting realized volatility in turbulent times using temporal fusion transformers

Frank, Johannes - 2023

predicting financial volatility and outperform long short-term memory networks and random forests when using pooling methods. The …

Persistent link: https://www.econbiz.de/10014000512

1
2
3
4
5
6
7
8
9
10
Next
Last