Applied Informatics
Description
The two-volume set CCIS 2236 and 2237 constitutes the refereed proceedings of the 7th International Conference on Applied Informatics, ICAI 2024, held in Vina del Mar, Chile, during October 24-26, 2024.
The 39 full papers presented in these proceedings were carefully reviewed and selected from 123 submissions. The papers were organized in the following topical sections:
Part I - Artificial Intelligence; Bioinformatics; Cloud Computing; Data Analysis; Decision Systems; and Game Development.
Part II - Health Care Information Systems; Interdisciplinary Information Studies; Learning Management Systems; Natural Language Processing; Social and Behavioral Applications; Software and Systems Modeling; and Software Architectures.
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Content
.- Artificial Intelligence.
.- Artificial Intelligence-Based Quantification and Prognostic Assessment of CD3, CD8, CD146, and PDGF-Rß Biomarkers in Sporadic Colorectal Cancer.
.- Automatic differentiation between coriander and parsley using MobileNetV2.
.- Automatic identification of forest areas in the "Carolina" Park using ResNet50, EfficientNetB0 and VGG16: A case study.
.- Deep Convolutional Neural Network for Autonomic Function Estimation in Intensive Care Patients.
.- Deep Learning Techniques for Oral Cancer Detection: Enhancing Clinical Diagnosis by ResNet and DenseNet Performance.
.- Machine Learning Operations Applied to Development and Model Provisioning.
.- MultiMF: a Deep Multimodal Academic Resources Recommendation System.
.- NetScribed: A deep learning approach for machine-based melody transcription of audio files.
.- Safeguarding Patient Data: Advanced Security in Wireless Body Area Networks and AI-Driven Healthcare Systems.
.- YOLO Convolutional Neural Network for Building Damage Detection in Hydrometeorological Disasters Using Satellite Imagery.
.- Bioinformatics.
.- Extraction and selection of multi-omic features for the breast cancer survival prediction.
.- Cloud Computing.
.- Migration from On-Premises to Cloud: Challenges and Opportunities.
.- Data Analysis.
.- Improvement of Acute and Chronic Nutritional Status by supplying a Metabolic Biostimulator to Children in High Risk of Malnutrition. Introducing a Technological Platform to Enable Automatic Analyses and Reporting.
.- Relationship between demographic, geographical and access to health services factors.
.- RGB Image Reconstruction for Precision Agriculture: A Systematic Literature Review.
.- Decision Systems.
.- Developing AI-Driven Cross-Platform Geolocation for Enhanced Strategic Decision-Making.
.- From Data to Decisions: Performance Evaluation of Retail Recommender Systems.
.- Optimizing Fraud Detection in Traffic Accident Insurance Claims through AI Models: Strategies and Challenges.
.- Game Development.
.- Code Legends: RPG Game as a Support Tool for Programming in High School.
.- Development of mental agility mini-games in a video game for early detection of mild cognitive impairment: an innovative approach in mental health.