Proceedings of International Conference on Recent Innovations in Computing : ICRIC 2023, Volume 2 / edited by Zoltán Illés, Chaman Verma, Paulo J. Sequeira Gonçalves, Pradeep Kumar Singh.

Format:

Book

Author/Creator:

Illés, Zoltán.

Contributor:

Verma, Chaman.

Gonçalves, Paulo J. Sequeira.

Singh, Pradeep Kumar.

Series:

Lecture Notes in Electrical Engineering, 1876-1119 ; 1195

Language:

English

Subjects (All):

Computational intelligence.

Artificial intelligence.

Data protection.

Computer networks--Security measures.

Computer networks.

Cloud computing.

Computational Intelligence.

Artificial Intelligence.

Data and Information Security.

Mobile and Network Security.

Cloud Computing.

Local Subjects:

Computational Intelligence.

Artificial Intelligence.

Data and Information Security.

Mobile and Network Security.

Cloud Computing.

Physical Description:

1 online resource (923 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This book features selected papers presented at the 6th International Conference on Recent Innovations in Computing (ICRIC 2023), held on 26–27 October 2023 at the Central University of Jammu, India, and organized by the university’s Department of Computer Science and Information Technology. The book is divided into two volumes, and it includes the latest research in the areas of software engineering, cloud computing, computer networks and Internet technologies, artificial intelligence, information security, database and distributed computing, and digital India.

Contents:

Part I - Artificial Intelligence & Digital India

Federated Learning for Enhanced Deep Learning Integration: A Practical Approach

A Systematic Review of RDHEI with Consistent Experimental Evaluation

Predictive Modelling of Rice Yield Using Environmental Factors and Machine Learning

Artificial Intelligence and Cognitive Information Systems: Revolutionizing Business with Generative Artificial Intelligence and Robotic Process Automation

Anomaly Detection for Power Consumption: A Comprehensive Multi-Technique Approach

Exploring Computational Thinking through the Lens of Algebraic Thinking

Securing The Internet of Things: AI-powered Threat Detection and Safety Measures

An Avenue Study of Convolutional Neural Network for Image Stratification

Performance Exploration on Some Neoteric Metaheuristic Based Approaches for Problem Solving in Optimization

Transforming Business Approaches with an Integrated Machine Learning and Algorithmic System, Guided by Visual Data Dashboards

Mental Illness Identification through EEG Feature Segregation and Machine learning

A Comprehensive Exploration of Convolutional Neural Network Architectures in Deep Learning

Human Generated vs AI Generated Text: A Comparative Study

Improving Disaster Response With U-Net And Attention Mechanism In Earthquake Damage Assessment Using Remote Sensing Data

AI-driven HR practices: Recent trends in digital HR tools and their perceived benefits

Detecting Brain Tumor using Deep Learning through CNN model

The Societal Implications Of False Positives Using Machine Learning

Unraveling Autoimmunity: Exploring Etiological Factors and Machine Learning Applications in Varied Autoimmune Disease

Advancing Marine Plastic Detection with CLAHE-Enhanced YOLOv8: A Comparative Study with YOLOv7 and YOLOv6

Comparative Study on Different Approaches Used in Word Sense Disambiguation-NLP

Explainable AI in Healthcare: Methods, Concepts and Challenges

Bidirectional Short-Term Memory with Osprey Optimization Algorithm for Automatic Recommendation System

Cardiovascular Predictive Analysis with Machine Learning Fusion

Ayurvedic Plant Leaf Detection Using Hog Feature Descriptor and Svm Classifier

A Hybrid Deep Learning Approach for Android Malware Detection

Part II - Cyber Security and Cyber Physical Systems

Crypto currency Price Prediction model using deep learning for Financial Institutions

Practical implementation of model classic mceleice cryptosystem

Fake Profile Detection on Social Networks - A Survey

Proof Of Computational Power: An Innovative Consensus Algorithm for Blockchain Systems

Part III - E-Learning, Cloud and Big Data

Feature Selection using Particle Swarm

Optimization for Microarray Data Classification

Revolutionary Dehazing Advances: A Comparative Study

Implementation challenges of industry-specific ERP System solutions by utilizing Best Practices

Empowering Real-Time Insights through LLM, LangChain, and SAP HANA Integration

Fine-tuning CodeLlama to Fix Bugs

Graphics Shader program development in C# using Source Generators

Smart Viewing: Redefining Value in Over The Top Streaming Experiences

Enhancing Performance and Scalability of a Flutter-Based Food Ordering Application through Microservices on AWS

System problems to develop systems thinking in computer science education

Deconstructing Big Data for Carbon Emission and Carbon Footprint Detection

A Review: YOLO and its advancements

Decoding Ethics: Proficiency of LLMs in Addressing Moral Dilemmas

Evolution of Financial Question Answering: Themes, Challenges, and Advances

Adoption of Industry 4.0 in the Automotive Industry Contributes to Reduction in Energy Consumption During the Production Process

Copernicus Satellite Data: Terrain Modelling with Python

Application of the method of representation of decision rules in a hierarchical structure for forecasting and data analysis

Using machine learning to find dependencies in data to improve working conditions

Applying data analytics to effectively expand banking service offerings

Part IV - Image Processing & Computer Vision

Detection and classification of plant diseases using a textural feature analysis and classification system

Optimal Sensor Data Resampling for Anomaly Detection in Industrial Control Systems

ReviewRanker: A Semi-Supervised Learning Based Approach for Code Review Quality Estimation

Optimizing System Performance in Punjabi Language Processing: Revealing Linguistic Nuances and Advancing Computational Solutions

BrMEPS:Review on 3D Body Reconstruction and Measurement Estimation for Personalized Clothing

A Review on Exploration of EEG-Based Mental Illness Detection Tools and Techniques

A Novel Handwritten Prescription Recognition with Stochastic Gradient Descent using Adaptive Momentum Learning

Enhancing Automatic Speech Recognition in Air Traffic Communication through Semantic Analysis and Error Correction

Part V - IoT and Networking

Energy Efficient Water Purification Plant Design Techniques

IOT-Based 5G Healthcare Systems With Blockchain For Improving the Security of Healthcare Monitoring System

Intrusion Detection System in the Industrial Internet of Things (IIoT) using Deep Learning

Authentication and Data Access Challenges in Safeguarding Industrial IoT

Exploring Application Deployment on Edge Solutions: A Focus on Mobile Edge Computing, Akraino Eliot, Edgex, and Openvino for Healthcare Applications

Eyes in the Sky: Safeguarding Borders Security with AI-Powered Aerial Monitoring and IoT Integration

Crop-Health Monitoring for Precision Agriculture Using IoT-Based Sensors in Drones

Revolutionizing Scene Text Recognition: Unleashing the Power of Dual Step Attention Mechanism in the Encoder

Anomaly Detection in IoT Networks using Differential Evolution and XGBoost

Miniaturized UWB (C2F4)n-Based Antenna Array for Future CubeSat Swarms.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9789819734429

9819734428

OCLC:

1463767886