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Computational Intelligence in Data Science

4th IFIP TC 12 International Conference, ICCIDS 2021, Chennai, India, March 18-20, 2021, Revised Selected Papers
BuchGebunden
221 Seiten
Englisch
Springererschienen am12.12.20211st ed. 2021
This book constitutes the refereed post-conference proceedings of the Fourth IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2021, held in Chennai, India, in March 2021.The 20 revised full papers presented were carefully reviewed and selected from 75 submissions.mehr
Verfügbare Formate
BuchGebunden
EUR90,94
BuchKartoniert, Paperback
EUR90,94
E-BookPDF1 - PDF WatermarkE-Book
EUR90,94

Produkt

KlappentextThis book constitutes the refereed post-conference proceedings of the Fourth IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2021, held in Chennai, India, in March 2021.The 20 revised full papers presented were carefully reviewed and selected from 75 submissions.
Details
ISBN/GTIN978-3-030-92599-4
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2021
Erscheinungsdatum12.12.2021
Auflage1st ed. 2021
ReiheIFIP Advances in Information and Communication Technology
Seiten221 Seiten
SpracheEnglisch
IllustrationenX, 221 p. 153 illus., 56 illus. in color.
Artikel-Nr.50290559

Inhalt/Kritik

Inhaltsverzeichnis
Machine Learning (ML), Deep Learning (DL), Internet of Things (IoT).- A Scalable Data Pipeline for Realtime Geofencing using Apache Pulsar.- Crop Recommendation by Analysing the Soil Nutrients using Machine Learning Techniques: A Study.- Predict Customer churn in Banking based on Data Mining Techniques.- Early Prediction of Diabetes Disease Based on Data Mining Techniques.- An application driven IoT based rooftop farming model for Urban Agriculture.- Enhanced Ant Colony Optimization Algorithm for Optimizing Load balancing in Cloud Computing Platform.- Captioning of Image Conceptually using BI-LSTM technique.- Analysis of Land Cover type using Landsat-8 data.- Rule Based Combined Tagger for Marathi Text.- Evaluating candidate Answers based on derivative lexical similarity and space padding for the Arabic language.- Ontology Model for Spatio-Temporal Contexts in Smart Home Environments.- Automatic Detection of Building in Medium Density Image Using Morphological Operation.- A Liver Segmentation Algorithm with Interactive Error Correction for Abdominal CT Images: A Preliminary Study.- Pixel based Adversarial Attacks on Convolutional Neural Networks Models.- Continual Learning for Classification Problems: A Survey.- Detection of Flooded Regions from Satellite Images using Modified UNET.- Blockchain.- Blockchain based end-to-end tracking system for COVID patients.- Decentralized Application using Ethereum Blockchain on Performance Analysis considering E-voting system.- Enhanced Privacy Protection in Blockchain using SGX and Sidechains.- A Comparative Analysis of Blockchain Platform: Issues and Recommendations- Certificate Verification System.mehr

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