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Artificial Intelligence - COMIA 2025 - 17th Mexican Congress, Mexico City, Mexico, May 12-16, 2025, Proceedings, Part III

Inglese · Tascabile

Pubblicazione il 17.09.2025

Descrizione

Ulteriori informazioni

The 3-volume set CCIS 2552 - 2554 constitutes the proceedings of the 17th Mexican Conference on Artificial Intelligence, COMIA 2025, which took place in Mexico City, Mexico, during May 12-16, 2025.
The totel of 83 papers included in the proceedings was carefully reviewed and selected from 199 submissions. They were organized in topical sections as follows:
Part I: Natural languages processing; robotics; signal processing; ethics and regulation;
Part II: Computer Vision and Image Processing; Deep Learning; Machine Learning and Pattern Recognition; Data Mining;
Part III: Artificial intelligence applications; medical applications.

Sommario

.- Artificial Intelligence Applications
.- SEAPIC: Expert System in beekeeping.
.- Predicting Vehicle Sales in Mexico: Leveraging Advanced Machine Learning Models.
.- Facial Landmark Visualization and Emotion Recognition Through Neural Networks.
.- Data Masking Using Genetic Programming in IoT Environments.
.- Genetic Algorithm Focused on Automatic Design of Passive Analog Filters.
.- Intelligent Simulation of Electricity Prices in Mexico: Fuzzy Clustering and Particle Swarm Optimization.
.- Optimization of Metro Feeder Lines in the Monterrey Metropolitan Area Using Multi-Objective Genetic Algorithms.
.- Methodology for numerical assignment of categorical variables based on relative importance and genetic algorithms.
.- A Computer Vision Approach for Cookie Packaging Inspection.
.- Fake News Detection in a Real-World Spanish Dataset: A Neural Network and Transformer-Based Approach.
.-  Improvement of text CAPTCHA codes by comparing adversarial techniques against deep learning model attacks.
.- Vision-Based Approach for Sugarcane Mass Estimation Under Harvesting Conditions.
.- Knowledge management in ICT teaching.
.- AI Agent Design for Trade Show Lead Matching.
.- Intermittent demand planning with tree random forest and extrapolation.
.- Deep Learning-Based Flux Prediction for Cardiac Mitochondrial Metabolism: A Comparative Analysis.
.- Towards a construction of the urban vulnerability index in case of an earthquake in Mexico City.
.- Medical Applications
.- Comparison of Classical and Advanced Convolutional Networks with Machine Learning Models in Classification of Attention Levels.
.- A Transformer Network Model for the Diagnosis of Chronic Ischemic Heart Disease in Patients with Type 2 Diabetes Mellitus.
.- Harnessing Machine Learning for Early and Accurate Diagnosis of Mosquito-Borne Diseases: A Case Study on Dengue, Zika, and Chikungunya.
.- Benchmark of Wrist-Wearable Devices for Student Stress Monitoring.
.- Development of a Dataset for the Evaluation of the Correlation of EDA and HRV with Stress Detection in Software Developers.
.- Decision trees as a support tool for the early diagnosis of cardiovascular diseases in young individuals.
.- Analysis of SVD Entropy Variability in EEG: Impact of Arithmetic Activity by Hemisphere.
.- Estimation of Exhaled Air Volume Using an Inductive Band and Machine Learning Algorithms.
.- Usage of Contrast Set Mining and Contrast Pattern Mining Methods: A Scoping Review.
.- Integration of Artificial Intelligence Techniques for Disease Prediction and Health Awareness: Review and Proposed Architecture.
.- Classifier for the detection and classification of cervical cancer using machine learning techniques.
.- VISMAID: Visual Impairment Support through Multimodal AI-driven Description.

Riassunto

The 3-volume set CCIS 2552 - 2554 constitutes the proceedings of the 17th Mexican Conference on Artificial Intelligence, COMIA 2025, which took place in Mexico City, Mexico, during May 12-16, 2025.
The totel of 83 papers included in the proceedings was carefully reviewed and selected from 199 submissions. They were organized in topical sections as follows:
Part I: Natural languages processing; robotics; signal processing; ethics and regulation;
Part II: Computer Vision and Image Processing; Deep Learning; Machine Learning and Pattern Recognition; Data Mining;
Part III: Artificial intelligence applications; medical applications.

Dettagli sul prodotto

Con la collaborazione di Bella Martínez-Seis (Editore), Lourdes Martínez-Villaseñor (Editore), Obdulia Pichardo (Editore), Obdulia Pichardo Lagunas (Editore)
Editore Springer, Berlin
 
Titolo originale Artificial Intelligence - COMIA 2025
Lingue Inglese
Formato Tascabile
Pubblicazione 17.09.2025
 
EAN 9783031979125
ISBN 978-3-0-3197912-5
Pagine 389
Illustrazioni XX, 389 p.
Serie Communications in Computer and Information Science
Categorie Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica

machine learning, Artificial Intelligence, Theoretische Informatik, Computer Vision, Theory of Computation, Computational Intelligence, Symbolic and Algebraic Manipulation, Formal Languages and Automata Theory, Symbolic AI, planning and scheduling, knowledge representation and reasoning, control methods

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