This book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Big Data, IoT and Machine Learning (BIM 2021), held in Cox’s Bazar, Bangladesh, during 23–25 September 2021. The book covers research papers in the field of big data, IoT and machine learning. The book will be helpful for active researchers and practitioners in the field.
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This book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Big Data, IoT and Machine Learning (BIM 2021), held in Cox’s Bazar, Bangladesh, during 23–25 September 2021. The book covers research papers in the field of big data, IoT and machine learning.
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Performance Analysis of Classifier for Chronic Kidney Disease Prediction Using SVM, DNN, and KNN.- Comparative Analysis of Machine Learning Techniques in Classification Cervical Cancer using Isolation Forest with ADASYN.- Computer-Aided Cataract Detection Using Random Forest Classifier.- COV-Doctor: A Machine Learning Based Scheme for Early Identification of COVID-19 in Patients.- Ovarian Cancer Prediction from Ovarian Cysts Based on TVUS Using Machine Learning Algorithms.- A Comprehensive Analysis of Most Relevant Features Causes Heart Disease using Machine Learning Algorithms.- Early Stage Detection of Heart Failure using Machine Learning Techniques.- Automatic License Plate Recognition System For Bangladeshi Vehicles Using Deep Neural Network.- Vulnerability Analysis and Robust Training with Additive Noise for FGSM attack on Transfer Learning based Brain Tumor Detection from MRI.- Performance Evaluation of Convolution Neural Network based Object Detection Model for Bangladeshi Traffic Vehicle Detection.- Hyperspectral Image Classification Using Factor Analysis and Convolutional Neural Networks.- A Convolutional Neural Network Model for Screening COVID-19 Patients Based on CT Scan Images.- Real-Time Face Recognition System for Remote Employee Tracking.
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This book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Big Data, IoT and Machine Learning (BIM 2021), held in Cox’s Bazar, Bangladesh, during 23–25 September 2021. The book covers research papers in the field of big data, IoT and machine learning. The book will be helpful for active researchers and practitioners in the field.
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Presents research works in the field of big data, IoT and machine learning Gather the outcomes of BIM 2021, held in Cox’s Bazar, Bangladesh Serves as a reference resource for researchers and practitioners in academia and industry
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Produktdetaljer
ISBN
9789811666353
Publisert
2021-12-04
Utgiver
Vendor
Springer Verlag, Singapore
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet