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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

Computational Intelligence in Data Science: 4th IFIP TC 12 International Conference, ICCIDS 2021, Chennai, India, March 18-20, 2021, Revised Selected (Hardcover)

Suresh Jaganathan, Valllidevi Krishnamurthy, Kanchana Rajaram, Saraswathi Shunmuganathan (엮은이)
Springer
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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
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책 정보

· 제목 : Computational Intelligence in Data Science: 4th IFIP TC 12 International Conference, ICCIDS 2021, Chennai, India, March 18-20, 2021, Revised Selected (Hardcover) 
· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9783030925994
· 쪽수 : 221쪽
· 출판일 : 2021-12-12

목차

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.

저자소개

Valllidevi Krishnamurthy (엮은이)    정보 더보기
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Kanchana Rajaram (엮은이)    정보 더보기
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Saraswathi Shunmuganathan (엮은이)    정보 더보기
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