Computational Methods and Data Engineerin 1st ediiton by Vijendra Singh, Vijayan Asari, Sanjay Kumar, Patel ISBN 9811579075 9789811579073

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Product details:

ISBN 10:      9811579075
ISBN 13: 978-9811579073
Author:      Vijendra Singh,  Vijayan K. Asari, Sanjay Kumar, R. B. Patel

Computational Methods and Data Engineerin 1st Table of contents:

Software and Quality Engineering

• Software Quality Optimization of Coupling and Cohesion Metric for CBSD Model
• Prediction of Defects in Software Using Machine Learning Classifiers

Security and Cryptography

• Detecting WSN Attacks Through HMAC and SCH Formation
• Trusted Sharing of IoT Data Using an Efficient Re-encryption Scheme and Blockchain
• Information Hiding Techniques for Cryptography and Steganography
• A Secured Steganography Algorithm for Hiding an Image and Data in an Image Using LSB Technique

Optimization and Algorithms

• Literature Review of Various Nature-Inspired Optimization Algorithms Used for Digital Watermarking
• Comparison of Bioinspired Algorithms Applied to the Timetabling Problem
• Survey of Scheduling and Meta Scheduling Heuristics in Cloud Environment

Machine Learning and Artificial Intelligence

• Neural Network and Pixel Position Shuffling-Based Digital Image Watermarking
• A Critical Review on Use of Data Mining Techniques for Prediction of Road Accidents
• A Dynamic Approach for Detecting the Fake News Using Random Forest Classifier and NLP
• Automated Essay Grading: An Empirical Analysis of Ensemble Learning Techniques
• Prediction of the Yield of Grains Through Artificial Intelligence
• Empirical Classification Accuracy Assessment of Various Classifiers for Clinical Diagnosis Datasets

Cloud Computing and Data Analytics

• Intelligent Strategies for Cloud Computing Risk Management and Testing
• Weather Dataset Analysis Using Apache Pig
• Survey of Scheduling and Meta Scheduling Heuristics in Cloud Environment

Network and Communication

• A Survey on Vehicle to Vehicle Communication
• OBD-II and Big Data: A Powerful Combination to Solve the Issues of Automobile Care
• OBU (On-Board Unit) Wireless Devices in VANET(s) for Effective Communication—A Review
• Data Rate Analysis of LTE System for 2 × 2 MIMO Fading Channel in Different Modulation Scheme

Natural Language Processing (NLP)

• Algorithm for Detecting Polarity of Opinions in Laptop and Restaurant Domains
• A Dynamic Approach for Detecting the Fake News Using Random Forest Classifier and NLP

Human-Computer Interaction (HCI) and Bioinformatics

• Affect Recognition using Brain Signals: A Survey
• Smell-O-Vision Device

Machine Vision and Image Processing

• An Overview of Recent Developments in Convolutional Neural Network (CNN) Based Face Detector
• A Novel Idea for Designing a Speech Recognition System Using Computer Vision Object Detection Techniques
• An Overview of Learning Approaches in Reflection Removal

Data Analysis and Clustering

• Clustering of Quantitative Survey Data: A Subsystem of EDM Framework
• Analysis of Learner’s Behavior Using Latent Dirichlet Allocation in Online Learning Environment

Transportation and Smart Cities

• Chinese Postman Problem: A Petri Net Based Approach
• Prediction of Road Accidents Using Data Mining Techniques
• Vehicle-to-Vehicle Communication: A Survey

Social Media and Public Sentiment

• Rio Olympics 2016 on Twitter: A Descriptive Analysis
• A Dynamic Approach for Detecting Fake News Using Random Forest Classifier and NLP

Embedded Systems and Electronics

• Data-Driven Model for State of Health Estimation of Lithium-Ion Battery
• Energy-Efficient Schemes in Underwater Wireless Sensor Network: A Review

Miscellaneous

• “Memorize, Reproduce, and Forget” Inclination; Students’ Perspectives: A Study of Selected Universities
• Enhancement in Braille Systems—A Survey
• TxtLineSeg: Text Line Segmentation of Unconstrained Printed Text in Devanagari Script

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