Computational Intelligence in Data Science -

Computational Intelligence in Data Science

4th IFIP TC 12 International Conference, ICCIDS 2021, Chennai, India, March 18–20, 2021, Revised Selected Papers
Buch | Softcover
X, 221 Seiten
2022 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-92602-1 (ISBN)
85,59 inkl. MwSt

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. The papers cover topics such as computational intelligence for text analysis; computational intelligence for image and video analysis; blockchain and data science.

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.

Erscheinungsdatum
Reihe/Serie IFIP Advances in Information and Communication Technology
Zusatzinfo X, 221 p. 153 illus., 56 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 336 g
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Schlagworte Artificial Intelligence • Computer Hardware • Computer Networks • Computer systems • computer vision • Data communication systems • Image Analysis • Image Processing • Image Segmentation • machine learning • Network Protocols • Signal Processing • Software Design • Software engineering
ISBN-10 3-030-92602-8 / 3030926028
ISBN-13 978-3-030-92602-1 / 9783030926021
Zustand Neuware
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