Applied Informatics : 7th International Conference, ICAI 2024, Viña del Mar, Chile, October 24-26, 2024, Proceedings, Part I (Communications in Computer and Information Science) (2024)

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Applied Informatics : 7th International Conference, ICAI 2024, Viña del Mar, Chile, October 24-26, 2024, Proceedings, Part I (Communications in Computer and Information Science) (2024)

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  • 製本 Paperback:紙装版/ペーパーバック版/ページ数 314 p.
  • 言語 ENG
  • 商品コード 9783031751431

Full 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.

Contents

.- Artificial Intelligence.

.- Artificial Intelligence-Based Quantification and Prognostic Assessment of CD3, CD8, CD146, and PDGF-Rβ 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.

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