Advanced Informatics Engineering

Theories and Applications

John Bush Idoko, Mohammad Khaleel Sallam Ma'aitah, Rahib H. Abiyev

• Publisher: CRC Press
• Edition: 1
• Year: 2026
• Topic: Computer Science
• Print ISBN:
  9781041275091
• Subtopic: Artificial Intelligence (AI) & Semantics
• eBook ISBN:
  9781040889657
• Index: Computer Science

The book focuses on the application of advanced computing methods and technologies to various engineering disciplines, including reasoning, knowledge representation, and the development of new engineering applications. It explores methodological and philosophical foundations of engineering informatics, examining how ontology, knowledge formalization, and logic can be utilized to support difficult scientific problems. Covering research on using machine learning and Internet of Things technologies, it focuses on machine learning methods and data analytics algorithms for engineering tasks and prediction.

Table of contents

• Cover
• Half-Title
• Series
• Title
• Copyright
• Contents
• About the editors
• List of contributors
• Preface
• 1 Overview of advanced informatics engineering: Theories and applications
• 2 Advanced univariate data preprocessing rainfall prediction using stacked deep learning networks
• 3 A hybrid fuzzy logic-convolutional neural network for enhanced vehicle detection
• 4 Learning management system: A review
• 5 Classification of damaged solar cells using ResNet50 model architecture
• 6 A high-performance deep learning pipeline for mammogram classification using pretrained EfficientNetV2-S
• 7 Comparative analysis of automated hyperparameter tuning methods in deep learning models: Evaluating performance and computational efficiency
• 8 Deep learning techniques evaluation for improved bladder cancer diagnostic performance
• 9 Machine learning approaches for malware detection assessment
• 10 Malware detection in medical mechatronic distribution systems using support vector machine: Ensuring data access, integrity, and privacy
• 11 Machine learning algorithm-based smart shopping recommendation system
• 12 Implementation of real-time irrigation monitoring system using IoT technology
• 13 UAV-assisted dynamic IoT network deployment in disaster zones
• 14 Predictive modeling of outdoor wireless propagation for future 5G networks in Cyprus
• 15 Assessment of cybersecurity readiness for entrepreneurial possibilities
• 16 Design and development of a digital educational game: Magical questions with a wheel of fortune
• 17 The new axis of global security and competition: Artificial intelligence policies, application fields, and geopolitical implications
• 18 Intelligent course registration: Enhancing schedule optimization for university students
• 19 A smart beehive with integrated advance technology: A survey
• 20 Prof Dux: Optimizing AI curriculum delivery and enhancing class management for improved learning experiences
• 21 Harnessing natural language processing for multilingual education in Nigeria: A Review
• 22 Investigation of phubber levels of students in terms of various variables
• 23 Machine learning–based prediction of student performance in Flipped Physics labs
• 24 Metaverse-based education: The education paradigm of the future
• Index