Advances in Data and Information Sciences [electronic resource] : Proceedings of ICDIS 2023 / edited by Shailesh Tiwari, Munesh C. Trivedi, Mohan L. Kolhe, Brajesh Kumar Singh.

Colaborador(es): Tiwari, Shailesh [editor.] | Trivedi, Munesh C [editor.] | Kolhe, Mohan L [editor.] | Singh, Brajesh Kumar [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Networks and Systems ; 796Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XXII, 547 p. 231 illus., 177 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819969067Tema(s): Computational intelligence | Artificial intelligence | Data structures (Computer science) | Information theory | Image processing -- Digital techniques | Computer vision | Computational Intelligence | Artificial Intelligence | Data Structures and Information Theory | Computer Imaging, Vision, Pattern Recognition and GraphicsFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q342Recursos en línea: Libro electrónicoTexto
Contenidos:
Chapter 1: Emotion-Aware Music Recommendations: A Transfer Learning Approach using Facial Expressions -- Chapter 2: A novel image captioning approach using CNN & MLP -- Chapter 3: Route Optimizations Using Genetic Algorithms for Wireless Body Area Networks -- Chapter 4: Prediction Model for the Health Care Industry Using Machine Learning -- Chapter 5: An Efficient Framework for Crime Prediction using Feature Engineering and Machine Learning -- Chapter 6: Development of an Online collectable items marketplace using modern practices of SDLC and Web Technologies -- Chapter 7: Facial Emotion Recognition using Machine Learning Algorithms: Methods and Techniques -- Chapter 8: Similar intensity based Euclidean distance feature vector for mammogram image classification -- Chapter 9: Prediction of Lumpy Virus Skin Disease using Artificial Intelligence -- Chapter 10: Two-Factor Authentication Using QR Code and OTP. etc.
En: Springer Nature eBookResumen: This book gathers a collection of high-quality peer-reviewed research papers presented at the 5th International Conference on Data and Information Sciences (ICDIS 2023), held at Raja Balwant Singh Engineering Technical Campus, Agra, India, on June 16-17, 2023. The book covers all aspects of computational sciences and information security, including central topics like artificial intelligence, cloud computing, and big data. Highlighting the latest developments and technical solutions, it shows readers from the computer industry how to capitalize on key advances in next-generation computer and communication technology.
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Chapter 1: Emotion-Aware Music Recommendations: A Transfer Learning Approach using Facial Expressions -- Chapter 2: A novel image captioning approach using CNN & MLP -- Chapter 3: Route Optimizations Using Genetic Algorithms for Wireless Body Area Networks -- Chapter 4: Prediction Model for the Health Care Industry Using Machine Learning -- Chapter 5: An Efficient Framework for Crime Prediction using Feature Engineering and Machine Learning -- Chapter 6: Development of an Online collectable items marketplace using modern practices of SDLC and Web Technologies -- Chapter 7: Facial Emotion Recognition using Machine Learning Algorithms: Methods and Techniques -- Chapter 8: Similar intensity based Euclidean distance feature vector for mammogram image classification -- Chapter 9: Prediction of Lumpy Virus Skin Disease using Artificial Intelligence -- Chapter 10: Two-Factor Authentication Using QR Code and OTP. etc.

This book gathers a collection of high-quality peer-reviewed research papers presented at the 5th International Conference on Data and Information Sciences (ICDIS 2023), held at Raja Balwant Singh Engineering Technical Campus, Agra, India, on June 16-17, 2023. The book covers all aspects of computational sciences and information security, including central topics like artificial intelligence, cloud computing, and big data. Highlighting the latest developments and technical solutions, it shows readers from the computer industry how to capitalize on key advances in next-generation computer and communication technology.

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