PAP. Etat : New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N� de r�f. du vendeur L0-9786209879531

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Contextual Emotion Classification in Text Using Hybrid Word2Vec-BiLSTM

Nilla Sivasrinu

Edit� par LAP LAMBERT Academic Publishing Apr 2026, 2026

ISBN 10 : 6209879535 ISBN 13 : 9786209879531

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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 116 pp. Englisch. N� de r�f. du vendeur 9786209879531

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Contextual Emotion Classification in Text Using Hybrid Word2Vec-BiLSTM (Paperback)

Nilla Sivasrinu

Edit� par LAP Lambert Academic Publishing, 2026

ISBN 10 : 6209879535 ISBN 13 : 9786209879531

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Vendeur : CitiRetail, Stevenage, Royaume-Uni

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Paperback. Etat : new. Paperback. In the modern digital era, human communication has shifted significantly toward unstructured text found on social media, micro-blogs, and instant messaging platforms. While traditional face-to-face interactions rely on non-verbal cues like facial expressions and vocal tone, digital text lacks these signals, making the detection of emotional intent a complex challenge for Natural Language Processing (NLP). This study addresses the limitations of traditional machine learning methods, such as Naive Bayes and Logistic Regression, which often fail to capture contextual meaning and long-range sequential dependencies. The proposed research introduces a hybrid deep learning framework that integrates Word2Vec(Continuous Bag-of-Words) embeddings with a Bidirectional Long Short-Term Memory (BiLSTM) network. Word2Vec is utilized to extract dense semantic features, enabling the model to understand mathematical relationships between words. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N� de r�f. du vendeur 9786209879531

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Contextual Emotion Classification in Text Using Hybrid Word2Vec-BiLSTM

Nilla Sivasrinu

Edit� par LAP LAMBERT Academic Publishing Apr 2026, 2026

ISBN 10 : 6209879535 ISBN 13 : 9786209879531

Neuf Taschenbuch

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Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware VDM Verlag, Dudweiler Landstra�e 99, 66123 Saarbr�cken 116 pp. Englisch. N� de r�f. du vendeur 9786209879531

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