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Machine Learning and Big Data Analytics : 2nd International Conference on Machine Learning and Big Data Analytics-ICMLBDA, IIT Patna, India, March 2022 /

This edited volume on machine learning and big data analytics (Proceedings of ICMLBDA 2022) is intended to be used as a reference book for researchers and professionals to share their research and reports of new technologies and applications in Machine Learning and Big Data Analytics like biometric...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Misra, Rajiv (Editor), Omer, Rana (Editor), Rajarajan, Muttukrishnan (Editor), Veeravalli, Bharadwaj (Editor), Kesswani, Nishtha (Editor), Mishra, Priyanka (Editor)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2023.
Edition:1st ed. 2023.
Series:Springer Proceedings in Mathematics & Statistics, 401
Subjects:
Mathematical statistics.
Machine learning.
Quantitative research.
Artificial intelligence-Data processing.
Mathematical Statistics.
Machine Learning.
Data Analysis and Big Data.
Data Science.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Preface
  • A Comprehensive analysis on Mobile Edge Computing: joint offloading and resource allocation perspective
  • Finding Significant Project Issues with Machine Learning
  • Prediction of Heart Disease using various Data Analysis and Machine learning Techniques
  • Artificial Intelligence: Recent Trends, Opportunities and Challenges in Real-World Scenarios
  • Bilingual documents text line extraction using Conditional GANs
  • Performance Comparison of YOLO Variants for Object Detection in Drone Based Imagery
  • A Microservice Architecture with Load Balancing Mechanism in Cloud Environment
  • An IoT Application for Detection and Monitoring of Manhole
  • Resource Allocation in 5G and Beyond Edge-Slice Networking using Deep Reinforcement Learning
  • The Important Influencing Factors in Machine Translation
  • Damaged units return Investigation in Printer producing Industry utilizing Big Data
  • Colorization of Grayscale Images: An Overview
  • Evolutionary Approaches Towards Traditional to Deep Learning Based Chatbot
  • Analysis of Machine Learning Algorithms for Detection of Cyber Bullying on Social Networks
  • Sentiment Analysis of Political Tweets for Israel using Machine Learning
  • A Novel Approach for Real-time Vehicle Re-identification using Content-based Image Retrieval with Relevance Feedback
  • Extractive and Abstractive Text Summarization Model fine-tuned based on BERTSUM and Bio-BERT on COVID-19 Open Research Articles
  • RevCode for NLP in Indian Languages
  • Application for Mood Detection of Students Using TensorFlow and Electron JS
  • By Using CNN Technique and Webcam to Identify Face Mask Violation
  • A Review on Internet of Things based Cloud Architecture and Its Application
  • Prediction of Maneuvering Status for Aerial Vehicles using Supervised Learning Methods
  • HRescue: A Modern ML approach for Employee Attrition Prediction
  • Using Machine Learning to Detect Botnets in Network Traffic
  • Reducing Peak Electricity Demands of a Cluster of Buildings with Multi-agent Reinforcement Learning
  • Virus Texture Classification using Genetic Algorithm and Pre-trained Convolutional Neural Networks
  • Fog Computing enabled Internet of Things for resource optimization
  • Network Media Content Model in the era of Smaft Devices
  • Sentimental Analysis of Stock Market via Twitter
  • Detection and Classification of Tumor Tissues in Colorectal Cancer using Pathology Images
  • Challenges encountered in the implementation of machine learning in the healthcare industry
  • Performance Evaluation of Deep Learning Architectures for Recognition of Moisture in Dried Coconut Copra
  • Training Generative Adversarial Networks(GANs) over Parameter Server and Worker Node Architecture
  • Handwritten Digit Recognition using Neural Network with Gabor Filter for Information Fusion
  • FAFOC: Fog Based Energy Efficient Clustering Technique for Wireless Sensor Networks
  • Evaluation of Supervised Classifiers for Fake News Detection using Twitter Dataset
  • Analysis of Pest Recognition using Lightweight CNN
  • Early Prediction of Alzheimer Disease Using Ensemble Learning Models
  • Cattle Identification from Muzzle Print Image Pattern Using Hybrid Feature Descriptors and SVM
  • Evaluate and Detection of Breast Cancer using Data Mining Models
  • Lung Cancer Disease Prediction Using Machine Learning Techniques
  • Video to Text Generation Using Sentence Vector and Skip Connections
  • Machine Learning Techniques for COVID-19 pandemic updates for Analysis, Visualization and Prediction system
  • Design and CFD Analysis of Drone Thrust with Duct
  • Index.