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A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion

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Published in:Foundations of Computing and Decision Sciences
Format: Online Article RSS Article
Published: 2026
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container_title Foundations of Computing and Decision Sciences
description
discipline_display Computer Science
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format Online Article
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institution FRELIP
journal_source_facet Foundations of Computing and Decision Sciences
last_indexed 2026-06-20T21:39:56.259Z
publishDate 2026
publishDateSort 2026
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spellingShingle A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion
Computer Science
General
Computer Science
sub_discipline_display General
sub_discipline_facet General
subject_display Computer Science
General
Computer Science
subject_facet Computer Science
General
Computer Science
title A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion
title_alt Un Enfoque de Aprendizaje Profundo para Clasificar Requisitos de Software: Aplicación de Aprendizaje por Conjuntos Basado en Transformers y Fusión Basada en Atención
Une approche d'apprentissage profond pour la classification des exigences logicielles : application de l'apprentissage d'ensemble basé sur les transformeurs et de la fusion par attention
Uma Abordagem de Aprendizado Profundo para Classificar Requisitos de Software: A Aplicação de Aprendizado Ensemble Baseado em Transformer e Fusão Baseada em Atenção
title_auth A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion
title_es_txt Un Enfoque de Aprendizaje Profundo para Clasificar Requisitos de Software: Aplicación de Aprendizaje por Conjuntos Basado en Transformers y Fusión Basada en Atención
title_fr_txt Une approche d'apprentissage profond pour la classification des exigences logicielles : application de l'apprentissage d'ensemble basé sur les transformeurs et de la fusion par attention
title_full A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion
title_fullStr A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion
title_full_unstemmed A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion
title_pt_txt Uma Abordagem de Aprendizado Profundo para Classificar Requisitos de Software: A Aplicação de Aprendizado Ensemble Baseado em Transformer e Fusão Baseada em Atenção
title_short A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion
title_sort a deep learning approach to classifying software requirements: the application of transformer-based ensemble learning and attention-based fusion
topic Computer Science
General
Computer Science
url https://sciendo.com/article/10.2478/fcds-2026-0003