Search Results - subject:"Bidirectional Long Short-Term Memory"

A clinical named entity recognition model using pretrained word embedding and deep neural networks

Dash, Adyasha; Darshana, Subhashree; Yadav, Devendra Kumar - In: Decision analytics journal 10 (2024), pp. 1-10

Clinical Named Entity Recognition (NER) within Electronic Medical Records (EMRs) has seen substantial research attention. Since much clinical information resides in unstructured text, NER technology is pivotal in extracting vital patient data from such sources. The ubiquity of EMRs has fueled...

Persistent link: https://www.econbiz.de/10015101649

Prediction of investor-specific trading trends in south korean stock markets using a bilstm prediction model based on sentiment analysis of financial news articles

Han, Jae Jung; Kim, Hyun-jung - In: The journal of behavioral finance : a publication of … 24 (2023) 4, pp. 398-410

Persistent link: https://www.econbiz.de/10014422264

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

Bidirectional Long Short-Term Memory (Bi-LSTM) and Gated Recurrent Units (GRU) models. …

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

A hybrid model based on bidirectional long short-term memory neural network and Catboost for short-term electricity spot price forecasting

Zhang, Fan; Fleyeh, Hasan; Bales, Chris - In: Journal of the Operational Research Society 73 (2022) 2, pp. 301-325

Persistent link: https://www.econbiz.de/10013170134

Optimised hybrid CNN bi-LSTM model for stock price forecasting

Patnaik, Deepti; Rao, N. V. Jagannadha; Padhiari, … - In: International journal of intelligent enterprise 11 (2024) 3, pp. 248-273

Persistent link: https://www.econbiz.de/10015065340

Forecasting stock market dynamics using bidirectional long short-term memory

Park, Daehyeon; Ryu, Doojin - In: Romanian journal of economic forecasting 24 (2021) 2, pp. 22-34

Persistent link: https://www.econbiz.de/10012587123

Regional differences in China's electric vehicle sales forecasting : under supply-demand policy scenarios

Liu, Bingchun; Song, Chengyuan; Liang, Xiaoqin; Lai, … - In: Energy policy 177 (2023), pp. 1-13

Persistent link: https://www.econbiz.de/10014478958

COVID-19 fake news detection : a hybrid CNN-BiLSTM-AM model

Xia, Huosong; Wang, Yuan; Zhang, Zuopeng; Zheng, Leven … - In: Technological forecasting & social change : an … 195 (2023), pp. 1-21

Persistent link: https://www.econbiz.de/10014478986

Learning optimal solutions via an LSTM-optimization framework

Yilmaz, Dogacan; Büyüktahtakın, İ. Esra - In: Operations research forum 4 (2023) 2, pp. 1-40

Persistent link: https://www.econbiz.de/10014330454

A robust energy management approach in two-steps ahead using deep learning BiLSTM prediction model and type-2 fuzzy decision-making controller

El Bourakadi, Dounia; Ramadan, Hiba; Yahyaouy, Ali; … - In: Fuzzy optimization and decision making : a journal of … 22 (2023) 4, pp. 645-667

Persistent link: https://www.econbiz.de/10014420522