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

Capturing complex electricity load patterns : a hybrid deep learning approach with proposed external-convolution attention

Zare, Mohammad Sadegh; Nikoo, Mohammad Reza; Chen, Mingjie - In: Energy strategy reviews 57 (2025), pp. 1-15

Convolutional Neural Network, Temporal Convolutional Network, and Bidirectional Long Short-Term Memory with a proposed attention …

Persistent link: https://www.econbiz.de/10015432128

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

Dash, Adyasha; Darshana, Subhashree; Yadav, Devendra K.; … - 2024

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

Enhanced stock price prediction with a CNN-BiLSTM deep learning approach optimised by genetic algorithms

Ghosh, Rajesh Kumar; Gupta, Bhupendra Kumar; Patnaik, … - In: International journal of intelligent enterprise 13 (2026) 2, pp. 171-194

Persistent link: https://www.econbiz.de/10015651510

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

Opinion mining using deep learning for E-commerce industries

Pathan, Azizkhan F; Prakash, Chetana; Manoj Kumar, M. V. - In: Industry 5.0 : a new revolution through human-centric …, (pp. 69-87). 2025

Persistent link: https://www.econbiz.de/10015421583

Forecasting nonlinear green bond yields in China : deep learning for improved accuracy and policy awareness

Wang, Lei; Wang, Yan; Wang, Jining; Yu, Lean - In: Finance research letters 85 (2025) 1, pp. 1-10

Persistent link: https://www.econbiz.de/10015559842

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

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

Ruma, Jannatul Ferdous; Akter, Sharmin; Laboni, Jesrin Jahan - 2022

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

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

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

Modelling and analysis of smart tourism based on deep learning and attention mechanism

Dong, Miao; Dong, Shihao; Jiang, Weichang - In: Journal of information & knowledge management : JIKM 23 (2024) 5, pp. 1-20

Persistent link: https://www.econbiz.de/10015591970