Advances in Data Science and Computing Technology: Methodology and Applications (Hardcover)

PART I: RECENT APPLICATION OF DEEP LEARNING AND ARTIFICIAL NEURAL NETWORKS (ANN) PARADIGM 1. Deep Learning Supported Evaluation of Retinal Vessel Enhancement Techniques Mahua Nandy Pal, Minakshi Banerjee, and Shuvankar Roy 2. An Efficient and Optimized Deep Neural Network Architecture for Handwritten Digit Recognition Shuvankar Roy and Mahua Nandy Pal 3. Design and Development of Driving Assistance and Safety Systems Using Deep Learning Shekhar Verma, Tushar Bajaj, Nidhi Sindhwani, and Abhijit Kumar 4. Prediction of the Positive Cases of Covid-19 for Individual States in India and Its Measure: A State-of-Art Analysis Amitava Choudhury, Kaushik Ghosh, and Suman Ghosal 5. Deep Residual Neural Network Based Multi-Class Image Classifier for Tiny Images Alok Negi, Prachi Chauhan, and Amitava Choudhury 6. Improved TDOA Based Node Localization in WSN: An ANN Approach Arpan Chatterjee, Ashish Agarowala, and Parag Kumar Guha Thakurta PART II: ROLE AND IMPACT OF BIG DATA IN THE E-COMMERCE AND RETAIL SECTOR 7. Impact of Big Data on E-Commerce Websites Divyang Bhartia And Prof. Mausumi Das Nath 8. A Review of the Revolutionizing Role of Big Data in the Retail Industry Mausumi Das Nath and Dr. Madhu Agarwal Agnihotri PART III: ALGORITHMS FOR LOAD BALANCING IN CLOUD COMPUTING 9. Load-Balancing Implementation with an Algorithm of Matrix Based on the Entire Job Payel Ray, Enakshmi Nandi, Ranjan Kumar Mondal, and Debabrata Sarddar 10. Load-Balancing Algorithm with Overall Tasks Enakshmi Nandi, Payel Ray, Ranjan Kumar Mondal, and Dr. Debabrata Sarddar 11. Implementation of Load Balancing of Matrix Problem with the Row Sum Method Payel Ray, Enakshmi Nandi, Ranjan Kumar Mondal, and Dr. Debabrata Sarddar PART IV: ADVANCES IN EMBEDDED SYSTEM BASED APPLICATIONS 12. Microcontroller-Based Wearable Location Tracker System with Immediate Support Facility Sumanta Chatterjee, Dwaipayan Saha, Indrani Mukherjee, and Jesmin Roy 13. Design and Modifications of Eye Drop Bottle Holder Device: A Simplest Way to Install Ocular Drug Independently Sirajum Monira, Vishal Biswas, and Satyam Jha 14. Agro-Nutrition Alert (ANA) Rajneesh Kumar, Priya Anand, Debaparna Sengupta, and Monalisa Datta PART V: OPTIMIZATION TECHNIQUES USING A MATLAB PLATFORM 15. Selection of Optimal Mother Wavelet for Fault Analysis in Induction Motor Using Stator Current Waveform Arunava Kabiraj Thakur, Palash Kumar Kundu, and Arabinda Das 16. High Efficiency High Gain SEPIC-Buck Boost Converter Based BLDC Motor Drive for Solar PV Array Fed Water Pumping K. M. Ashitha and D. Thomas 17. A Classy Fuzzy MPPT Controller for Standalone PV System Rahul Kumar Singh, Rahul Kumar Prasad, Rahul Singh, Aayush Ashish, Debaparna Sengupta, Rishiraj Sarker, and Monalisa Datta 18. Active and Reactive Power Control in Variable Wind Turbine Using Simultaneous Working of STATCOM and Pitch Control Arrik Khanna, Pushpanjali Singh Bisht, and Vikram Kumar Saxena PART VI: TECHNIQUE FOR IMPROVING INFORMATION AND NETWORK SECURITY 19. Information Security Using Key Management Sanjib Halder, Bijoy Kumar Mandal, and Arindam Biswas 20. Strength-Based Novel Technique for Malicious Nodes Isolation Prachi Chauhan and Alok Negi 21. Securing the Information Using a Combined Method Bijoy Kumar Mandal, Saptarshi Roychowdhury, Payel Majumder, and Anwesa Das 22. Implementation of DNA Cryptographyin IoT Using the Chinese Remainder Theorem, Arithmetic Encoding, and Asymmetric Key Cryptography Ananya Satpati (Das), Soumya Paul, and Payel Majumder 23. Robust Technique for Overcoming Thwarting Communication Under Narrowband Jamming in Extremely Low Frequency of a CDMA-DSSS System on a Coding-Based MATLAB Platform Tanajit Manna, Rahit Basak, Mainak Das, and Alok Kole PART VII: MISCELLANEOUS TOPICS IN COMPUTING 24. The Utility of Regional Language Facility in Accounting Software for the Retail Market of West Bengal Dr. Madhu Agarwal Agnihotri, and Arkajyoti Pandit 25. Comparative Analysis of Storey Drift of a G+9 RC-Structured Building Due to Seismic Loads in Various Seismic Regions Budhaditya Dutta, Aditya Narayan Chakraborty, Ayushi Shah, Debarka Brahma, Amit Deb, and Tushar Kanti De 26. A Proposal for Disinfection of a Contaminated Subject Area Through Light Anubrata Mondal and Kamalika Ghosh