Artificial Intelligence and Information Technologies

Proceedings of the 1st International Conference on Artificial Intelligence and Information Technologies (ICAIIT 2023), 3–4 November 2023, Samarkand, Uzbekistan, Volume 1

Arvind Dagur, Dhirendra Kumar Shukla, Nazarov Fayzullo Makhmadiyarovich, Akhatov Akmal Rustamovich, Jabborov Jamol Sindorovich, Arvind Dagur, Dhirendra Kumar Shukla, Nazarov Fayzullo Makhmadiyarovich, Akhatov Akmal Rustamovich, Jabborov Jamol Sindorovich

• Publisher: CRC Press
• Year: 2024
• ISBN:
  9781040116012
• Edition: 1
• Topic: Informatique
• Subtopic: Sciences générales de l'informatique

This book contains the proceedings of a non-profit conference with the objective of providing a platform for academicians, researchers, scholars and students from various institutions, universities and industries in India and abroad to exchange their research and innovative ideas in the field of Artificial Intelligence and information technologies.

It begins with exploring the research and innovation in the field of Artificial Intelligence and information technologies, including secure transaction, monitoring, real time assistance and security for advanced stage learners, researchers and academicians has been presented. It goes on to cover:

• Broad knowledge and research trends about Artificial Intelligence and information technologies and their role in today's digital era
• Depiction of system model and architecture for clear picture of Artificial Intelligence in real life
• Discussion on the role of Artificial Intelligence in various real-life problems such as banking, healthcare, navigation, communication and security
• Explanation of the challenges and opportunities in Artificial Intelligence-based healthcare, education, banking and related industries
• Recent information technologies and challenges in this new epoch

This book will be beneficial to researchers, academicians, undergraduate students, postgraduate students, research scholars, professionals, technologists and entrepreneurs.

Table of contents

• Cover
• Half Title
• Title Page
• Copyright Page
• Table of Contents
• Preface
• Editor Biographies
• Organizing Committee
• Program Committee
• Technical Advisory Committee
• Program Advisory Committee
• Integration of vehicular communication with digital twins technology for network systems
• Weed detection in Indian cotton farms using deep learning
• An optimized and efficient approach for unknown attack detection using advance defence-GAN with PSO in cloud environment
• Energy-aware cluster head selection using fuzzy logic for wireless body area network
• Embedded system security analysis based on machine learning: Challenges, techniques
• A miniaturized multiband low volume dual U shaped monopole antenna for WLAN and WiMAX applications
• Permissioned blockchain frameworks for an ubiquitous world: A comparative study
• Revealing non-linear trends and patterns in weather data through regression analysis approach
• YouTube sentiment analysis on Khalistan issue
• Cloud security: Emerging threats, solutions, and research gaps
• Enhancing cybersecurity through lexical analysis of URLs for phishing detection and accuracy modeling
• A comparative analysis on prediction of cardiovascular diseases using machine learning algorithms
• Design & implementation of real time chat application metromastii
• A novel approach to identify dental implants or fixtures from orthopantomographs using artificial intelligence custom model
• Face identification using eigen face approach
• Unidentified flying objects (UFOs): prediction system
• Blockchain technology: A systematic review
• A novel approach to evaluate machine learning models for bitcoin price prediction using multi-criteria decision making
• Weather forecasting based on 1-D CNN – LSTM hybrid model
• Health care chat bot system using machine learning
• Network access protection model for personal web server security
• A novel approach for log acquisition in private cloud environments
• A new algorithm for finding the Minkowski difference of some sets
• Pneumonia segmentation for infection detection using image processing technique
• Disease categorization and early detection in coconut leaves
• Monarch butterfly optimization-assisted optimal path determination solution
• A thematic review of IoT and AI advancements in precision agriculture and sustainable farming practices
• Leveraging generative adversarial networks for cross-modal image processing
• Enhancing image quality using deep learning techniques
• Enhancing medical image segmentation using deep learning techniques
• Intrusion detection systems for cybersecurity using machine learning
• IoT smart communication technologies for narrow band IoT
• Using a neural network in skeleton-based multiscale human pose estimation
• Distribution of data flows in distributed systems using hierarchical clustering
• An extensive review of the literature on identifying name and prediction of crop yields using machine learning approaches
• Customer segmentation on E-commerce data using clustering and RFM analysis
• Real estate valuation based on Feedforward neural networks
• Methods of applying machine learning algorithms for blockchain technologies
• Analysis of various automatic bug-triger technique to find developer for fixing the bug, in open source Repository
• Mathematical modeling of stock management
• Improving educational activities based on adaptive educational design with artificial intelligence
• Mathematical modeling of the employment process of the labor market
• Construction of correctors for distorted image points based on neural networks for micro-object identification
• Optimization of identification of micro-objects based on the structural redundancy of the constituent images
• Optimization of the identification of non-stationary objects under the influence of the internal and external environment
• Optimization of identification of non-stationary objects due to information reliability control mechanisms
• A prototype for a blind navigation system based on GPS voice alert system using ultrasonic sensor
• A smart accident detection, prevention and reporting system using arduino
• Artificial intelligence and machine learning for ensuring security in smart cities
• Block chain based open-source malware detection system
• Revolutionizing retail: The clothes trial system
• Mental health detection using machine learning
• Review and evaluation of various machine learning approaches for spotting DDoS assaults on software-defined networks
• IOT enable door lock system using cognitive abilities
• FaceNet: Novel approach for user authentication in video conferencing app
• Secure and intelligent routing for CPS using trust-based optimization algorithm
• Wide view vehicle accident monitoring system
• Data security implementation in cloud computing
• Factors that influence acute asthma attacks in children asthmatic patients attending hospitals in USA
• Forest Fire Detection Using IoT and Machine Learning
• Revolutionizing PCOS diagnosis: Deep learning image classification with LSTM-integrated artificial neural networks
• Sentitrack: A hybrid deep learning model for depression detection
• Web accessibility challenges in Delhi NCR region university websites: An in-depth analysis using machine learning
• Sentiment classification based on machine learning approaches in flipkart product reviews
• Harvest machinery lending service
• Increasing reliability of information due to structural redundancy in the cryptogram mechanism
• Synthesis of mechanisms of increasing reliability of information on the basis of the use of redundant of different approaches
• A method for comparing vector similarities based on the analysis of pairs of element positions
• Agriculture robot: Sowing with crop prediction
• Crop yield prediction using automated analytical and predictive techniques
• Predictive ML analysis: Rainfall & flood vulnerability in Bihar, India
• Performance and energy balanced scheduling algorithm for multicore architectures
• SDG-oriented cloud-fog-edge-blockchain model for sustainable development
• Exploring contemporary advances, infrastructure, and significance of neuromarketing in consumer behavior research
• UAV-Assisted crowdsourced spectrum sensing: A cost-efficient approach for enhanced cognitive radio networks
• Person identification by voice
• A method for removing mixed noise in images
• Enhancing cybersecurity through the exploration of malware and obfuscation techniques
• Breast cancer classification from mammographic images using Inception V4 model
• Algorithm for analysis of texts in Uzbek language
• Methods and algorithms for processing big data using quantum algorithms
• Algorithm for digital processing of two-dimensional signals in Coiflet wavelet
• Credit card fraud detection using machine learning algorithms: A review
• Optimizing blockchain mining techniques through the application of machine learning
• Determination of changes in the human liver based on fractal measurement
• IoT based smart health monitoring device for pregnant women
• Technical and software features of a smart plug
• Language and acoustic modeling in Uzbek speech recognition
• Author index