Integrated Intelligent Ecosystem: Data Science, Machine Learning and Cloud Computing
Dr.Manimannan G., Dr.R.Arunadevi, Dr.M.Pushpa & Dr.R.Jayashree
August, 2025 | ISBN: 978-93-6163-971-5
First Edition | © Editors
Chapter 1
An Analysis of Cauvery River Water Quality using Machine Learning Algorithms
Dr.K.Shyamala & L.Karishma
Pages 1-10
Chapter 2
V.Sujatha & Dr.S.Tamilselvi
Pages 11-20
Chapter 3
Dr.R.Arunadevi, Dr.G.Manimannan, Dr.R.Lakshmi Priya & Dr.D.Seethalakshmi
Pages 21-33
Chapter 4
Deep Learning based Sentiment Classification of Covid-19 Tweets with TF-IDF CNN and LSTM Techniques
Dr.T.Papitha Christobel & S.Anna Chitra
Pages 34-47
Chapter 5
A.Areef Khan, PD.Yekanath & Dr.A.Manikandan
Pages 48-54
Chapter 6
K.Jeya Gowri & R.Samuel Kirubakaran
Pages 55-64
Chapter 7
Transforming Healthcare: Synergy, Technology, and Innovation for a Smarter Future
A.Areef Khan
Pages 65-69
Chapter 8
Assessing Air Quality Management Efficiency in Major Indian Cities Using Data Envelopment Analysis
P.D.Yekanath & A.Areef Khan
Pages 70-80
Chapter 9
The Intelligence Network: AI and IoT in Urban and Health Systems
K.Deepanchakkaravarthy
Pages 81-89
Chapter 10
Enhancing Cyber Threat Detection in India using Supervised Machine Learning Techniques
A.Jeya Shanthi & K.Latha
Pages 90-97
Chapter 12
Assessing Models for Forecasting Rainfall and Implementing Machine Learning Techniques
C.Vijayalakshmi, S.Radhika & S.Sivasangari
Pages 107-116
Chapter 13
V.Kavitha & Dr.A.Jaya
Pages 117-125
Chapter 14
R.Jayashree, R.Reena Rose & J.Venkata Subramanian
Pages 126-132
Chapter 15
Dynamic Attention-Guided LSTM for Real-Time Monitoring of Autoimmune Patients
J.Jayashree & Dr.T.Sree Kala
Pages 133-145
Chapter 16
Analysis of Agricultural Performance in Thanjavur Taluks using Machine Learning Algorithms
P.Shoba, C.Lakshmi Priya, D.Flora Evangil & Dr.G.Manimannan
Pages 146-154
Chapter 17
Seeking Directions and Overviewing Cyber Risk Insights
Dr.S.Gomathi Meena & Dr.G.Manimannan
Pages 155-173
Chapter 18
Image-Based Lung Cancer Diagnosis using Supervised and Unsupervised Machine Learning Algorithms
K.Geetha & Dr.Karthikeyan Elangovan
Pages 174-182
Chapter 19
Securing the Future: Evolving Paradigms in IoT Security and Privacy for Smart Environments
Dr.Jiji Mol & J.P.Anith Beaugilin
Pages 183-188
Chapter 20
Evaluation of the Performance of Machine Learning Algorithms for Flood Prediction
A.Jayasudha
Pages 189-197
Chapter 22
Predictive Modeling of Anesthesia Complications in Surgical Patients using Deep Learning Techniques
A.Jyothi, J.E.Tamilmalar, E.Babby & Dr.G.Mannimannan
Pages 205-215
Chapter 23
Blockchain Technology as a Catalyst for Transparent Medical Data Sharing
S.Sangeetha & Dr.T.Sree Kala
Pages 216-223
Chapter 24
Machine Learning Analysis of Fertility Outcomes in Tamilnadu Using Socio-Economic and Clinical Data
Dr.S.Florence Vijila, S.Dharani, R.Thayammal & Dr.G.Mannimannan
Pages 224-235
Chapter 25
T.Parikodi, M.Jasmine, S.Srimathi & G.Manimannan
Pages 236-245
Chapter 26
Enhancing Cyberbullying Detection on Social Media Using NLP and Machine Learning Techniques
G.Jayagopi & CB.Sumathi
Pages 246-256
Chapter 27
Enabling Intelligent Ecosystems through IoT: Real-Time Sensing and Data Flow in Smart Environments
Dr.M.Thirunavukkarasu
Pages 257-264
Chapter 28
Dr.D.Jayaprabha, Dr.R.Kayalvizhi & P.Lakshmi
Pages 265-272
Chapter 29
Deep Learning Applications in Text using Transformer Architectures, LLM, and Neural Networks
S.Nandhini
Pages 273-283
Chapter 30
Retinal Image Classification using Hybrid Graph Convolutional Network
M.Ramesh, C.Vijayakumaran & P.Vijayakumar
Pages 284-291
Chapter 32
An Efficient Face Detection and Recognition System
V.S.Padmavathy & J.Deepika
Pages 299-306
Chapter 35
S.Jayasree
Pages 325-335
Chapter 37
Implementinga Block Chain to Provide Security for Chat Applications
T.Sujatha Jayakrishnan
Pages 340-345