Computational Methods in Science and Technology

Proceedings of the 4th International Conference on Computational Methods in Science & Technology (ICCMST 2024), 2–3 May 2024, Mohali, India, Volume 1

Sukhpreet Kaur, Sushil Kamboj, Manish Kumar, Arvind Dagur, Dhirendra Kumar Shukla

• Publisher: CRC Press
• Year: 2024
• Print ISBN: 9781032817606
• eBook ISBN: 9781040260623
• Topic: Technology & Engineering
• Subtopic: Computer Science General
• Index: Technology & Engineering

This book contains the proceedings of the 4TH International Conference on Computational Methods in Science and Technology (ICCMST 2024).

The proceedings explores research and innovation in the field of Internet of things, Cloud Computing, Machine Learning, Networks, System Design and Methodologies, Big Data Analytics and Applications, ICT for Sustainable Environment, Artificial Intelligence and it provides real time assistance and security for advanced stage learners, researchers and academicians has been presented.

This will be a valuable read to researchers, academicians, undergraduate students, postgraduate students, and professionals within the fields of Computer Science, Sustainability and Artificial Intelligence.

Table of contents

• Cover
• Half Title
• Title Page
• Copyright Page
• Table of Contents
• Preface
• Acknowledgements
• Editor Biography
• Advisory Committee
• Organizing Committee
• A synergistic approach to enhancing teaching-learning processes through the integration of ICT and Machine Learning
• Detection of brain tumor from MRI images using EfficientNet: A deep learning approach
• The proposed framework for hybrid multilevel optimized machine learning classification in apple leaf disease detection
• Estimation of sediment load in Mahanadi River, India using artificial neural networks
• Prediction of water discharge in Mahanadi River basin, India using artificial neural networks
• Online misinformation detection using deep learning on social media: A survey and analysis
• Deep insight of medical images segmentation and classification by deep learning
• Human intrusion detection by optimize dragon deep belief network
• Human activity recognition using residual deep network with extreme learning
• Enhancing lung cancer diagnosis: A comprehensive analysis of machine learning and deep learning approaches
• Advanced perspectives on big data security: Navigating challenges in cloud computing
• Improved segmentation and classification of breast cancer using mammogram images with residual network based deep learning
• Analysis of early detection and prediction of diabetic retinopathy by deep learning
• Mustard and wheat mildew disease classification using deep learning
• Machine and deep learning approaches for heart disease risk assessment
• Uncovering agile software frameworks
• Calculate the asphalt pavement's binder activity level using machine learning techniques
• Empowering healthcare with Swin Transformer V2: Advancing pneumonia diagnosis through deep learning
• Object detection in videos using deep learning methods: A survey
• Analysis of machine learning and deep learning techniques for credit card fraud detection in class imbalanced datasets
• Enhancing data security through an integrated approach of multiple key cryptography and steganography in the wavelet domain
• Enhancing liver cirrhosis diagnosis: A comparative analysis of XGBoost, SVM, and random forest classifiers for optimal predictive analysis
• A heart diseases prediction model using machine learning and deep learning techniques
• Text pre-processing techniques in addressing fake news
• Prediction of recovery rate of COVID-19 breakthrough cases with machine learning
• Machine learning based automatic water tank cleaner
• Deep learning for deepfake detection: Scientific landscape and future directions
• A dynamic trust routing protocol with improved fuzzy butterfly optimization using SVM to secure MANETs from blackhole attacks
• Smart city using blockchain with artificial intelligence
• Unveiling the web of privacy: A comprehensive review of threats to information security in social networks
• Emotion detection: Facial emotion detection using ML
• Network-based malware detection and classification by wavelet transformation and machine learning
• A survey of various artificial intelligence methods for skin cancer detection techniques
• Anti-spoofing detection on facial imaging database with contrast and edge enhancement preprocessing steps
• An eve teasing prohibitor application with SOS services: A systematic review
• Autonomous solar car
• Role and analysis of artificial intelligence interventions in education system of India
• Technological advancements in the detection and diagnosis of migraine: A review
• Classification of lung cancer images using machine learning
• College bus tracker andriod application using java and google firbase
• Lightweight encryption techniques: Types, challenges and security issues
• Improved hierarchical neural network architecture for house price prediction
• Analyzing COVID-19 sentiments on Twitter: A machine learning approach
• Improving the quality of Indian celebrity data for machine learning applications
• Advancements in Bat algorithm
• Multimodal fusion for early chronic kidney disease detection
• Development and evaluation of a novel medicine expiry detection application: An innovative approach to ensuring medication safety
• Enhancing driver safety: A comprehensive evaluation of the Guardian Drive Vigilant System using machine learning
• An empirical study on text based sentimental analysis of using various machine learning classifiers on newspaper
• Unraveling herding biases in the Indian equity market
• Revolutionizing healthcare: Unleashing the power of machine learning in remote diagnosis and health management
• Machine learning and data analytics driven model for income tax rebate estimation: A neoteric and benign approach
• CNN-based fundus image analysis for improved glaucoma detection
• Innergram: A social media analysis platform
• Optimizing resource allocation in big data environments through a minimum-cost policy
• ResNet-50: A breakthrough in plant disease detection accuracy for agricultural empowerment
• A survey of data-driven insights into air quality trends and prediction in India
• Breast cancer diagnosis using machine learning model
• Identifying key indicators words of suicidal ideation through ensemble voting classifier learning methods
• Advanced predictive analytics for cryptocurrency valuation: A comparative study of machine learning and deep learning approaches
• Enhancing urban mobility and providing way for ambulance using machine learning
• Plant disease detection using ensemble stacking
• New era of gene classification methods using machine learning
• Big data analytics in healthcare: Applications, examples and challenges
• Predicting relevant captions using image caption generator in social media platforms
• Housing price prediction using multiple regression
• Pro Tech: A project management system
• A precise automation model to predict the risk of CDV disease using deep learning techniques
• Session-based item recommendation in E-commerce
• Exploring the diverse landscape of machine learning techniques for skin cancer
• Mitigating DDoS attacks: A distributed blockchain-SDN secure IoT system enhanced by artificial neural networks
• Human emotion recognition using deep learning
• Account verification: A method to detect fake accounts on social media
• Macro-economic trends prediction using machine learning
• Extraction of road using semi-supervised deep learning method
• Human activity detection and classification by AI approaches
• Cryptocurrency price predictor
• Privacy preservation in social networks using autoencoders
• Deep learning-based approaches for diagnosis and detection of osteoporosis using clinical data of CT and X-ray images
• Identifying fake followers of instagram influencers using logistic regression
• Developing a sophisticated collaborative filtering-based web application for recommending books
• Intelligent model selection and hyperparameter optimization: MLOPS
• Hateful meme classification of Indian political memes
• Exploring the potential of cloud computing in revolutionizing healthcare
• Real time vision application for students using augmented reality
• Author index