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Advances in Data and Information Sciences : Proceedings of ICDIS 2021 / edited by Shailesh Tiwari, Munesh C. Trivedi, Mohan Lal Kolhe, K.K. Mishra, Brajesh Kumar Singh.

Contributor(s): Tiwari, Shailesh, editor literario | Trivedi, Munesh C., editor literario | Kolhe, Mohan Lal, editor literario | Mishra, K. K., editor literario | Singh, Brajesh Kumar, editor literario
Material type: materialTypeLabelE-bookSeries: (Lecture Notes in Networks and Systems, 2367-3389; 318).Publisher: Singapore : Springer International Publishing, 2022Edition: First edition 2022.Description: 1 recurso en línea (XXIII, 745 páginas) : 277 ilustraciones, 171 ilustraciones a color.ISBN: 9789811656897.Subject: Arquitectura de software -- Congresos y asambleas | Software -- Congresos y asambleasOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
ITSA-KNN: Feature Selection Model Based on Improved Tree-Seed Algorithm and K-Nearest Neighbor for Network Intrusion Detection -- Cost-Effectiveness of Using Tablets for Digital Literacy Training in Tribal Areas of Rajasthan -- Multi-class weather classification: Comparative analysis of Machine learning algorithms -- Deep Learning Based Chatbot Framework ForMental Health Therapy -- Heart Disease Prediction using Core Machine Learning Techniques - A Comparative Study -- Predicting the presence of newt-amphibian using genetic programming -- Prediction of annual Indian Summer Monsoon Rainfall (ISMR) using Parametric Deep learning model -- Early-Stage Detection of Liver Disease through Machine Learning Algorithms -- Applications of High Dimensional Neural Networks: A Survey -- Breast Cancer Classification With Random Forest Classifier With Feature Decomposition Using Principal Component Analysis -- DDNA: A Modified Concept to DNA Cryptography -- A Comprehensive Study of AI-based Steganalysis Techniques on Image and Text Documents -- Image Tampering Forgery Detection using Convolutional Neural Network with Blockchain.
Summary: This book gathers a collection of high-quality peer-reviewed research papers presented at the 3rd International Conference on Data and Information Sciences (ICDIS 2021), held at Raja Balwant Singh Engineering Technical Campus, Agra, India, on May 14 - 15, 2021. In chapters written by leading researchers, developers, and practitioner from academia and industry, it covers virtually 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 will show readers from the computer industry how to capitalize on key advances in next-generation computer and communication technology.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA76.751 2022 EB (Browse shelf(Opens below)) Acceso electrónico eBook.18032086
Total holds: 0

ITSA-KNN: Feature Selection Model Based on Improved Tree-Seed Algorithm and K-Nearest Neighbor for Network Intrusion Detection -- Cost-Effectiveness of Using Tablets for Digital Literacy Training in Tribal Areas of Rajasthan -- Multi-class weather classification: Comparative analysis of Machine learning algorithms -- Deep Learning Based Chatbot Framework ForMental Health Therapy -- Heart Disease Prediction using Core Machine Learning Techniques - A Comparative Study -- Predicting the presence of newt-amphibian using genetic programming -- Prediction of annual Indian Summer Monsoon Rainfall (ISMR) using Parametric Deep learning model -- Early-Stage Detection of Liver Disease through Machine Learning Algorithms -- Applications of High Dimensional Neural Networks: A Survey -- Breast Cancer Classification With Random Forest Classifier With Feature Decomposition Using Principal Component Analysis -- DDNA: A Modified Concept to DNA Cryptography -- A Comprehensive Study of AI-based Steganalysis Techniques on Image and Text Documents -- Image Tampering Forgery Detection using Convolutional Neural Network with Blockchain.

This book gathers a collection of high-quality peer-reviewed research papers presented at the 3rd International Conference on Data and Information Sciences (ICDIS 2021), held at Raja Balwant Singh Engineering Technical Campus, Agra, India, on May 14 - 15, 2021. In chapters written by leading researchers, developers, and practitioner from academia and industry, it covers virtually 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 will show readers from the computer industry how to capitalize on key advances in next-generation computer and communication technology.

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