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Automated Hyperparameter Search for Stock Price Forecasting Using GA-Optimized 1D-CNN-LSTM and Technical Indicators

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Published in:VFAST Transactions on Software Engineering
Format: Online Article RSS Article
Published: 2026
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container_title VFAST Transactions on Software Engineering
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publishDate 2026
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spellingShingle Automated Hyperparameter Search for Stock Price Forecasting Using GA-Optimized 1D-CNN-LSTM and Technical Indicators
Software
General
Software
sub_discipline_display General
sub_discipline_facet General
subject_display Software
General
Software
subject_facet Software
General
Software
title Automated Hyperparameter Search for Stock Price Forecasting Using GA-Optimized 1D-CNN-LSTM and Technical Indicators
title_alt Búsqueda automatizada de hiperparámetros para la predicción del precio de acciones utilizando 1D-CNN-LSTM optimizado con GA e indicadores técnicos
Recherche automatisée d'hyperparamètres pour la prévision du cours des actions à l'aide de 1D-CNN-LSTM optimisé par algorithme génétique et d'indicateurs techniques
Busca Automatizada de Hiperparâmetros para Previsão de Preços de Ações Usando 1D-CNN-LSTM Otimizado por GA e Indicadores Técnicos
title_auth Automated Hyperparameter Search for Stock Price Forecasting Using GA-Optimized 1D-CNN-LSTM and Technical Indicators
title_es_txt Búsqueda automatizada de hiperparámetros para la predicción del precio de acciones utilizando 1D-CNN-LSTM optimizado con GA e indicadores técnicos
title_fr_txt Recherche automatisée d'hyperparamètres pour la prévision du cours des actions à l'aide de 1D-CNN-LSTM optimisé par algorithme génétique et d'indicateurs techniques
title_full Automated Hyperparameter Search for Stock Price Forecasting Using GA-Optimized 1D-CNN-LSTM and Technical Indicators
title_fullStr Automated Hyperparameter Search for Stock Price Forecasting Using GA-Optimized 1D-CNN-LSTM and Technical Indicators
title_full_unstemmed Automated Hyperparameter Search for Stock Price Forecasting Using GA-Optimized 1D-CNN-LSTM and Technical Indicators
title_pt_txt Busca Automatizada de Hiperparâmetros para Previsão de Preços de Ações Usando 1D-CNN-LSTM Otimizado por GA e Indicadores Técnicos
title_short Automated Hyperparameter Search for Stock Price Forecasting Using GA-Optimized 1D-CNN-LSTM and Technical Indicators
title_sort automated hyperparameter search for stock price forecasting using ga-optimized 1d-cnn-lstm and technical indicators
topic Software
General
Software
url https://vfast.org/journals/index.php/VTSE/article/view/2414