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Applied informatics = 7th International Conference, ICAI 2024, Viña del Mar, Chile, October 24-26, 2024 : proceedings.. Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Applied informatics/ edited by Hector Florez, Hernán Astudillo.
其他題名:	7th International Conference, ICAI 2024, Viña del Mar, Chile, October 24-26, 2024 : proceedings.
其他題名:	ICAI 2024
其他作者:	Florez, Hector.
團體作者:	International Conference on Applied Informatics
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xvii, 314 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Computer science - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-75144-8
ISBN:	9783031751448

Applied informatics = 7th International Conference, ICAI 2024, Viña del Mar, Chile, October 24-26, 2024 : proceedings.. Part I /
Applied informatics7th International Conference, ICAI 2024, Viña del Mar, Chile, October 24-26, 2024 : proceedings.Part I /[electronic resource] :ICAI 2024edited by Hector Florez, Hernán Astudillo. - Cham :Springer Nature Switzerland :2025. - xvii, 314 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,22361865-0937 ;. - Communications in computer and information science ;2236..

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.

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.

ISBN: 9783031751448

Standard No.: 10.1007/978-3-031-75144-8doiSubjects--Topical Terms:

606819
Computer science
--Congresses.

LC Class. No.: QA75.5

Dewey Class. No.: 004

Applied informatics = 7th International Conference, ICAI 2024, Viña del Mar, Chile, October 24-26, 2024 : proceedings.. Part I /
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