Mathematical Algorithms of Computational Intelligence in IoT
Description
This proceedings compiles the cutting-edge research and innovative solutions presented at the 4th International Conference on Computational Intelligence & Internet of Things (ICCIIoT 2023), held from December 4th to 6th, 2023, at the Faculty of Information & Communication Technology, University of Malta, Msida, Malta.
This volume explores the integration of computational intelligence with the Internet of Things (IoT) to tackle complex global challenges. The book highlights mathematical algorithms essential for enhancing smart technologies, such as machine learning, optimization, data mining, and artificial intelligence, focusing on their applications in areas like smart cities, healthcare, autonomous systems, and IoT security.
With a diverse range of contributions, this collection serves as an invaluable resource for researchers, practitioners, and students interested in the intersection of mathematics, computational intelligence, and IoT. The advancements discussed in this book offer vital insights into the future of intelligent systems and their potential to drive sustainable innovation and problem-solving in the digital age.
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Content
Preface.- Cloud Resource Utilization for the Applicability and Adoption of Cloud Services in the IT Sector: A Case Study on Oman.- Pattern Recognition Issues and Pre-Processing Data Issues for Web Information Retrieval Algorithms: Review.- Intelligent Shopping Carts: IoT Innovation for Supermarkets: A Review.- Support Vector Machine (SVM) Classification of Tomato Quality for Economic Value Determination.- Security and Trust in the Internet of Things: A Communication Perspective Review.- A Deep Study of Video-Based Human Action Recognition with Transformers for Smart Home.- An Analysis of Handwritten Devanagari Character Recognition using Deep Learning Models for Robotic Process Automation.- Enhancing Remote Sensing Image Classification with ResNet-SE: A Hybrid CNN Approach.- Machine Learning Models for Accurate EEG-Based Eye State Detection.- Procedural Maze Generation using Digital Content Creation Package in Unity.- Design and Implementation of WOT based Smartgrid to Remotely Monitor and Control Multiple Renewable Energy Sources: A Review.- A Survey of Intrusion Detection Systems: Innovations and Future Directions.- The Future of Agritech: Implementing Dynamic Neural Network for Early Detection of Plant Diseases.- A Review on Machine Learning Methods for Efficiently Predicting and Classifying Crop Disease Using Machine Learning.- Cyber bullying detection using Text Classification of Tweets.- Simplified Min-Sum Approach for Beam Selection in mmWave 2D-Beamspace Multi-User MIMO Systems.- Improving Business Efficiency via the Implementation of Bespoke Systems.- Real-Time Intrusion Detection in Big Data for Edge Devices.- Examining Loss Functions for Deep Learning Based Depth Estimation Applications: An Analytical Review.- Interplay Between Artificial Intelligence and Crime Scene Investigation in Light of Face Recognition, Footprint and DNA Analysis.- Advancing Healthcare: Harnessing Artificial Intelligence for Personalized Medicine Solutions.- Viby Rejuvenation of Social Media: Addressing Contemporary Challenges.- Forest cover type prediction from cartographic variables using Gradient Boosting Machine.- A Hybrid Recommendation System Based on Content-based and Collaborative Filtering.- Exploring the effectiveness of BiGRU, Attn-Conv and Conv-BiGRU for detection of fake news.- Automatic Identification of White Blood Cells using Convolution Neural Network Technique.- A Mathematical Procedure for Monitoring and Identification of Fluid Flow Parameters by an On/Off Bistable Smart Valve.- Hide Secret Messages in Images using Python in the Cloud Environment.- Facebook Pages Impersonating News Outlets: A Study of Indian Journalists' Perspectives and Impact.- A Deep Review on the Augmented Reality.- Comparative Analysis for Sign Language Recognition using CNN On Various Hyperparameters.- A Review of Robotic-assistance in Healthcare.- An Effective Mechanism for House Price Prediction Using Machine Learning.- A Comprehensive Bibliometric Analysis of Volatility Forecasting: Trends, Influential Works, and Future Directions.- Media Access Control Retransmission Reduction with Caching Memory Mapping.- Prediction of Credit Card Risk Using Linear Discriminant Analysis and Gaussian Naive Bayes (LDA-GNB).- Diagnosis of Breast Cancer Using a Novel Particle Swarm Optimization Feature Selection and Random Forest Techniques.- Bioinformatics Tools in Fortified Milk Development: A Comprehensive Review.- A Survey of Deep Learning Techniques in Image Captioning with Natural Language Processing.- AI Based Improved Classification Algorithms for Diabetes Mellitus prediction using Principle Component Analysis.- A Comparative Study of Twitter Bot Detection with Reduced Feature Set.- Continuous Integration and Continuous Delivery Pipeline through Jenkins.- A VANET-based proposed model for Intelligent Transportation System.- Comparative Performance Evaluation of Consensus Protocols in Blockchain Systems.- Enhancing Ovarian Cyst Segmentation: A Comparative Analysis of Multiplicative Noise Removal Approaches in Ultrasound Image.- Implementation of Iris Recognition System based on Wavelet transformation.- Network Slicing and NOMA Integration for Improved Wireless Communication Performance.- Virtual Reality based Hotel Marketing Management by Using IOT and RFID Technology.- Automated Knee Osteoarthritis Classification using Deep Learning Approach.- An Efficient and secure approach to door unlocking using Facial Recognition.- Bio-sensor based on 2D nanomaterials for efficient detection analysis in the near-infrared region.- ChatGPT and its impact on Human-Computer Interaction: A Comprehension.- Rice Leaf Disease Detection Using Convolutional Neural Network.- Index.