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Full Description
The text comprehensively discusses the fundamental aspects of human-computer interaction, and applications of artificial intelligence in diverse areas including disaster management, smart infrastructures, and healthcare. It employs a solution-based approach in which recent methods and algorithms are used for identifying solutions to real-life problems.
This book:
Discusses the application of artificial intelligence in the areas of user interface development, computing power analysis, and data management
Uses recent methods/algorithms to present solution-based approaches to real-life problems in different sectors
Showcases the applications of artificial intelligence and automation techniques to respond to disaster situations
Covers important topics such as smart intelligence learning, interactive multimedia systems, and modern communication systems
Highlights the importance of artificial intelligence for smart industrial automation and systems intelligence
The book elaborates on the application of artificial intelligence in user interface development, computing power analysis, and data management. It explores the use of human-computer interaction for intelligence signal and image processing techniques. The text covers important concepts such as modern communication systems, smart industrial automation, interactive multimedia systems, and machine learning interface for the internet of things. It will serve as an ideal text for senior undergraduates, and graduate students in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology.
Contents
1 Prediction of extreme rainfall events in Rajasthan 1
VIKAS BAJPAI, ANUKRITI BANSAL, STEPHEN VINCENT,
ABHIGYAN AGARWALA AND KARTIKEY SHARMA
2 Diagnostic model for wheat leaf rust disease using
image segmentation 31
DEEPAK KUMAR AND VINAY KUKREJA
3 A comparative study of traditional machine learning
and deep learning approaches for plant leaf disease
classification 47
R AHILA PRIYADHARSHINI, S ARIVAZHAGAN AND M ARUN
4 Application of artificial intelligence and automation
techniques to health service improvements 67
LAW KUMAR SINGH, MUNISH KHANNA AND REKHA SINGH
5 Artificial intelligence in disaster prediction and risk
reduction 83
SIBY SAMUEL
6 IoT-based improved mechanical design for elevator cart 97
REETU MALHOTRA AND ARMAAN JAIN
7 Wearable IoT using MBANs 113
KHUSHBOO DADHICH AND DEVIKA KATARIA
8 Simultaneous encryption and compression for securing
large data transmission over a heterogeneous network 129
SHILADITYA BHATTACHARJEE AND SULABH BANSAL
9 2D network on chip 143
SHREYASH YADAV, ABHISHEK SHARMA AND SULABH BANSAL
10 Artificial intelligence-based techniques for operations
research and optimization 157
KATAKAM VENKATA SEETHARAM
11 Heuristic strategies for warehouse location with store
incompatibilities in supply chains 185
ADARSH PANDEY, NIDHIP TANEJA AND PREM PRAKASH VUPPULURI
12 Novel scheduling heuristics for a truck-and-drone
parcel delivery problem 203
AMRATA GILL AND PREM PRAKASH VUPPULURI
13 A reliable click-fraud detection system for the
investigation of fraudulent publishers in online advertising 221
LOKESH SINGH, DEEPTI SISODIA, KUMAR SHASHVAT, ARSHPREET KAUR
AND PRAKASH CHANDRA SHARMA
14 Crypto-currency analytics and price prediction: A survey 255
VIKAS BAJPAI, ANUKRITI BANSAL, ASHRAY MITTAL AND PRATYUSH CHAHAR
15 Interactive remote control interface design 271
WEI-CHIH CHEN, HWANG-CHENG WANG AND ABHISHEK SHARMA
16 Collateral-based system for lending and renting of NFTs 283
TARUN SINGH, MEET KUMAR JAIN, VIBHAV GARG, VINAY KUMAR SHARMA,
PUNIT AGARWAL, VIKAS BAJPAI AND ABHISHEK SHARMA
Index 301
