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pradhan m dehurl s information knowledge systems 2024

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Textbook in PDF format Preface Acknowledgment Accurate Word Alignment Induction for Bangla-Odia Using the EM Algorithm Abstract Introduction Related Work Expectation- Maximization (EM) Algorithm Problems Faced Word Alignment with Methodology Bangla Sentence Transliteration Odia Sentence Transliteration Maximum Likelihood Estimation Algorithm 1 Algorithm 2 Algorithm 3 Results and Discussion Conclusion References An Automated Attendance System with Temperature and Face Mask Detection Abstract Introduction Existing System Design Methodology Face Mask Detection CNN Detection of Temperature Providing Attendance and Entry Vaccination Status Results Conclusion Future Scope References Stock Market Analysis and Prediction Using Long Short Term Memory 6+ Abstract Introduction LSTM Literature Review in Stock Market Price Prediction LSTM Networks 1. REMOVE Gate 2. INPUT Gate 3. CELL State 4. OUTPUT Gate Proposed Work Discussion Conclusion Disclaimer References Network Anomaly Detection Using a Random Forest Classifier Abstract Introduction Problem Statement Proposed System Random Forest Feature Selection Attack Classification System Architecture Methodology Random Forest Algorithm Maximum Vote Calculation Random Forest vs Other Technologies Result Conclusion Future Work References A Comprehensible Decision Tree Based on LDA and PCA Abstract Introduction Literature Review Background Details Decision Tree Different Splitting Criteria Used for Decision Tree Construction Steps for Building a Decision Tree Advantages of Decision Tree Disadvantages of Decision Tree Applications of Decision Tree Principal Component Analysis Working Principle of PCA Limitations of PCA Linear Discriminant Analysis Working of LDA Limitations of LDA Numerical Evaluation Environment Setup Dataset Details Results and Discussion Future Work Conclusion References Image Steganography Using Deep Neural Networks Abstract Introduction Relevant Review Proposed Method Results and Discussion Extensions of the work Conclusion Disclaimer References Machine Learning on the Farm Animal Health Care System: A Review Abstract Introduction Overview of Machine Learning Farm Animal Growth Ratein India Technology in the Farm Animal Health Care System Use of Machine Learning in the Farm Animal Healthcare System Literature Review Animal Health Diagnosis Using Machine Learning Interoperable Data in Animal Farming Animal Digestion System Using a Machine Learning Model Use of Machine Learning in Classification Analyzing Animal Movement and Behavior Using Machine Learning Proposed Methodology Future Work Conclusion References Social Media Behavior Prediction Using Sentiment Analysis Abstract Introduction Approaches for Sentiment Classification Supervised Learning Unsupervised Learning Literature Review Methodology Algorithm Examining User Postings and Comments Analysis of Sample Data Vital Role of Sentiment Analysis Posting User Network Barriers in Virtual Communities and Structure of Social Media Connecting Multiple Users Widely Used Networks Result Analysis Conclusion References Biographical Sketches Ultra-Wide Band Electromagnetic Band Gap (EBG) Antenna with WIMAX, WLAN and Satellite Downlink Communication Band Notching Abstract Introduction Antenna Design and Geometry UWB Antenna EBG Structures Fractal EBG Evolution Two Via Edge Located (TVEL) EBG Evolution Effect of Position of EBG Structures Physical Antenna Results and Discussion Gain Return Loss Conclusion References Hand Gesture Recognition Using a Deep Learning Model Abstract Introduction Literature Review Methodology Algorithm Results and Discussions Conclusion Disclaimer References A Study on Blockchain-Cloud Hybrid Model-Based Healthcare Systems Abstract Introduction Why Cloud Based Digital Healthcare Systems? Why Blockchain Based Cloud Digital Healthcare Systems? Motivation Our Contributions Research Questions Blockchain-Cloud Hybrid Model Based Healthcare Systems Secure Cloud-based Electronic Health Records (EHR) System Blockchain-based Personal Health Data Sharing System Secure Sharing Model Keyless Signature Infrastructure (KSI) and Elephant Herding Optimization- Opposition Based Learning (EHO-OBL) based e-health System Integration of Healthcare 4.0 and Blockchain in Cloud based EHRs Proposed Model Comparison of our model (ACHMBC) with the existing models from security perspectives Future Research Directions Conclusion References About the Editors Index

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pradhan m dehurl s information knowledge systems 2024