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Full Description
Digital Cities
In the era of high urbanization, there is a rapid shift in people's demands and needs for housing and accommodations. These demands require city planners to create technology-friendly and future-looking designs for the world's growing population. The concept of the smart city combines the principle of sustainability with optimal utilization of resources to help reduce overconsumption of resources, ensuring these necessities for future generations. However, this concept has bombarded the market with an exponentially growing number of applications and technologies across many sectors affecting our daily lives, such as surveillance, HVAC, security, and emergency response. Digital Cities uses real-world cases studies and expert insights to comprehensively explore the innovative technologies changing the landscape of smart city planning.
Contents
Preface xxiii
1 AI Revolution in Healthcare: Digital Health Services Empowered by Machine Learning and Deep Learning 1
Mudiyala Aparna, Battula Srinivasa Rao and Mallela Siva Naga Raju
2 A Multi-Layered Approach for Combatting Misinformation on Online Social Media 13
Maitreyee Ganguly and Paramita Dey
3 Analysis on Political Lenience Using Adaptive Multi-Label Learning for Online Social Network Data 27
VenkataRamana Mancha, N. Pushpalatha, Naga Jyothi P. and S. Suresh
4 Smart Pharma Packaging Using IoT 43
Tata Srivatsava and L. Premalatha
5 IoT-Based Smart Driver Safety Device 57
Ratan Pyla, G. Gugapriya and P. Jeevan Narayana Raju
6 IoT-Based Sustainable Homes Aided with the Smart Sewage Monitoring System 71
V. Ananthakrishnan, Dixshant Kumar Jha, Abhishek Kishor, Ashutosh Dwivedi, Jeet Tiwari, Tritoy Mohanty, Aryan Dash, P. Balamurugan, Sitharthan Ramachandran and O.V. Gnana Swathika
7 Securing Industrial Data Using AI/ML 85
V. Anantha Krishnan, Anushka Sharma, Akshat Saxena, Amogh Tripathi, Rohan Daga, Sitharthan Ramachandran and O.V. Gnana Swathika
8 MediSync Guardian: An IoT-Based Smart Medicine Box to Provide Smart Healthcare Service 97
Smita Kapse, Gunjan Balpande, Shravani Kale, Manthan Jadhav, Vikrant Jaunjale and Sahil Lawankar
9 Deep Learning Application on Smart City 109
Hemang A. Thakar
10 Diabetic Retinopathy Detection Using SVM 129
Sharvari Natekar, Anushka Singh, Neeraja Pillai and Hannah Grace G.
11 Secure Digital Health Data Transmission in Healthcare Industry 4.0—An Overview 145
Dhivya Ravichandran, W. Sylvia Jebarani, Amrutha Gopinath, Chanthini Baskar and Amirtharajan Rengarajan
12 Emotion Detection System Using Skin Temperature and Heartbeat for Healthcare Applications 165
Niveditha Sivan, Ganti Venkata Varshini, Annsley Mohan Joseph, V. Berlin Hency and Shola Usharani
13 Role of Sensors in Food Quality Monitoring 185
Alapati Hemalatha, Ankith S. R., Lakshmi Priya G., Chanthini Baskar and Dhivya Ravichandran
14 Sustainable Social, Environmental, and Economic Developments Based on Digital Systems 203
Akhil Nigam
15 Machine Learning and Image Processing Based Leaf Disease Detection System 217
V. Anantha Krishnan, P. Balamurugan, Sitharthan Ramachandran and O.V. Gnana Swathika
16 Heart Rate Monitoring System Using IoT: Hardware Implementation and Data Storage in Django 231
Sritama Roy
17 IoE-Based Smart Cities: Challenges and Future Trends 255
Anjan Kumar Sahoo and Girija Sankar Panigrahi
18 Digital Systems as Transformative Agents of Change to Measure Economic Development and Social Inclusion 263
Luke Gerard Christie and Snegha Priya
19 Maze Solver Robot Using a Wi-Fi Module 277
Ayush, Akshat Singh, Abhishek Misra and Sritama Roy
20 ParkPilot—An Automated Parking System with Automatic Number Plate Detection 291
S. Pranaav, M.S. Bhuvan Raj, K. Gowtham Baalaji and V. Berlin Hency
21 Fingerprint-Based Door Automation System Using RFID and Bluetooth 305
Sritama Roy
22 A Review of Deep Learning Approaches in Smart City Applications 317
Senthil Kumar Paramasivan and Siva Sankari Subbiah
23 Smartphone-Based Train Safety Mechanism Using Sensor Data Analysis 331
Doreen Dilip and Sritama Roy
24 The Role of AI and Big Data Analytics in Smart Cities: Leveraging Digital Platforms, Cloud Computing, and IoT 351
Vikas Sharma, Tarun Kumar Vashishth, Kewal Krishan Sharma, Sachin Chaudhary, Bhupendra Kumar and Rajneesh Panwar
25 Urbiverse: A Metaverse Environment for Future Digital Cities and Digital Urban Services 377
Robertas Damasevicius
26 Transforming Healthcare: Digital Health Services Empowered by Deep Learning 395
Mallela Siva Naga Raju, Battula Srinivasa Rao and Mudiyala Aparna
27 Digital Waste Management 405
Srividya P. and Siddharth A.
28 Advancing Healthcare in Smart Cities: A Comprehensive Understanding of Knowledge Graphs for Enhanced Efficiency and Future Innovations 421
Shridevi S., Vishakhavel Shanmuganathan, Masooma Aliraza Suleman and Ratan Pyla
29 An Automated Challan Generation System Leveraging Deep Neural Networks for Precise Violation Detection and License Plate Recognition 449
S. Sravanth, E. Shamitha, M. Venkat Sai and Y. Raju
30 Real-Time Detection and Alert System for Potholes and Speed Breakers 461
Kandkkekaar SaiTej, Palakura Rithika, Vennam Mahesh and Yeligeti Raju
31 Context-Aware Suicide Rate Prediction for Significant Mental Health Monitoring in Smart Cities 479
Aravinda Boovaraghavan, V. Maheysh, Anova Pandey, Christy Jackson J. and Abraham Sudharson Ponraj
32 Cyberattack on Smart Cities: A Digital Approach 497
Adarsh Mohapatra, Amit Hota, Bhupesh Singh Kushwaha, Mridulay Dixit, Utkarsh Rajesh and O.V. Gnana Swathika
33 Exploring Emerging Frontiers in Optical Communication: A Comprehensive Review 535
Kasthuri P., Sowmyaa Vathsan M.S., Prakash P. and Sasithradevi A.
34 Improving Occupant Comfort through Real-Time Predictive Control of Indoor Environment Using the Predicted Mean Vote Model and MLP 561
Madhan Kumar S., Yaswanth Kannan G., Kavin Krishna K. and Berlin Hency V.
35 Recognizing Real-Time Objects Using Yolov5 577
Dayance, Swetha S. and Hannah Grace G.
36 Aesthetic Vision and User Engagement: Illuminating the Role of Aesthetics in Digital City Planning 595
Andrew Veda W.S. and Luke Gerard Christie
References 611
Index 615
