ABSTRACT
This volume helps to address the genuine 21st century need for advances in data science and computing technology. It provides an abundance of new research and studies on progressive and innovative technologies, including artificial intelligence, communication systems, cyber security applications, data analytics, Internet of Things (IoT), machine learning, power systems, VLSI, embedded systems, and much more. The book presents a variety of interesting and important aspects of data science and computing technologies and methodologies in a wide range of applications, including deep learning, DNA cryptography, classy fuzzy MPPT controller, driving assistance, and safety systems. Novel algorithms and their applications for solving cutting-edge computational and data science problems are included also for an interdisciplinary research perspective.
The book addresses recent applications of deep learning and ANN paradigms, the role and impact of big data in the e-commerce and retail sectors, algorithms for load balancing in cloud computing, advances in embedded system based applications, optimization techniques using a MATLAB platform, and techniques for improving information and network security.
Advances in Data Science and Computing Technology: Methodology and Applications provides a wealth of valuable information and food for thought on many important issues for data scientists and researchers, industry professionals, and faculty and students in the data and computing sciences.
TABLE OF CONTENTS
part I|80 pages
Recent Application of Deep Learning and ANN Paradigm
chapter Chapter 1|16 pages
Deep Learning Supported Evaluation of Retinal Vessel Enhancement Techniques
chapter Chapter 2|15 pages
An Efficient and Optimized Deep Neural Network Architecture for Handwritten Digit Recognition
chapter Chapter 3|11 pages
Design and Development of a Driving Assistance and Safety System Using Deep Learning
chapter Chapter 5|10 pages
Deep Residual Neural Network Based Multi-Class Image Classifier for Tiny Images
part II|26 pages
Role and Impact of Big Data in E-Commerce and the Retail Sector
part III|35 pages
Algorithm for Load Balancing in Cloud Computing
chapter Chapter 9|10 pages
Load-Balancing Implementation With An Algorithm Of Matrix Based On The Entire Jobs
chapter Chapter 11|11 pages
Implementation of Load Balancing of Matrix Problem with the Row Sum Method
part IV|52 pages
Advances in Embedded System-Based Applications
chapter Chapter 12|23 pages
Microcontroller-Based Wearable Location Tracker System With Immediate Support Facility
part V|78 pages
Optimization Technique Using MATLAB Platform
chapter Chapter 15|21 pages
Selection of Optimal Mother Wavelet for Fault Analysis in Induction Motor Using Stator Current Waveform
part VI|73 pages
Technique for Improving Information and Network Security
part VII|49 pages
Miscellaneous Topics in Computing