Information and Communication Technologies (eBook, PDF)

12th Ecuadorian Conference, TICEC 2024, Loja, Ecuador, October 16-18, 2024, Proceedings
Redaktion: Berrezueta-Guzman, Santiago; Herrera-Tapia, Jorge; Zambrano-Martinez, Jorge Luis; Torres, Rommel

• Format: PDF

Produktbeschreibung

This book constitutes the refereed proceedings of the 12th Ecuadorian Conference on Information and Communication Technologies, TICEC 2024, held in Loja, Ecuador, during October 16-18, 2024.

The 24 full papers presented here were carefully reviewed and selected from 74 submissions. They were organized in the following topical sections: Image Processing, Classification, and Segmentation; Artificial Intelligence and Machine Learning Applications; IoT, Embedded Systems, and Applications in Healthcare and Industrial Environments.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 382
• Erscheinungstermin: 28. Oktober 2024
• Englisch
• ISBN-13: 9783031754319
• Artikelnr.: 72241781

Inhaltsangabe

.- Image Processing, Classification, and Segmentation.

.- Image Classification of Peach Leaves Using a Siamese Neural Network.

.- Pancreas segmentation using SRGAN combined with U-Net neural network.

.- Using artificial intelligence and X-ray images to train and predict COVID-19 and Pneumonia: Tool for diagnosis and treatment.

.- Region of interest features and classification of MRI brain lesions.

.- Deep Learning-Based Leukemia Diagnosis from Bone Marrow Images.

.- Breast thermographic image augmentation using Generative Adversarial Networks (GANs).

.- Evaluating Histopathological Cancer Detection: A Comparative Analysis of CNN Architectures for Tumor Detection in Lymph Node Pathology.

.- ViTSigat: Early black Sigatoka detection in banana plants using Vision Transformer.

.- Automatic Parking Space Segmentation using K-means Clustering and Image Processing Techniques.

.- Artificial Intelligence and Machine Learning Applications.

.- Neural Agents with Continual Learning Capacities.

.- Centinela: An intelligent system based on an integrated architecture for supporting scholars.

.- Optimizing Predictive Models in Healthcare Using Artificial Intelligence: A Comprehensive Approach with a COVID-19 Case Study.

.- Predictive Model Proposal in Telemetry using Machine Learning Techniques to anticipate Water Degradation in Aquaculture.

.- Evaluation of the use of artificial intelligence techniques in the mitigation of the broadcast storm problem in FANET networks.

.- Adaptation Dynamics of Galápagos Finches: Evolutionary Responses to Climate Variation Explored through Machine Learning.

.- Incident Alert Priority Levels Classification in Command and Control Centre using Word Embedding Techniques.

.- Physics Informed Neural Networks and Gaussian Processes-Hamiltonian Monte Carlo to solve Ordinary Differential Equations.

.- IoT, Embedded Systems, and Applications in Healthcare and Industrial Environments.

.- Pre-processing of the Text of ECU 911 Emergency calls.

.- Secure BLE Communication between Android Devices and Embedded Systems for IoT Applications.

.- Modeling and control of a Peltier thermoelectric system applying a multi-objective optimization approach.

.- Wearable device for acquiring biomechanical variables applied to the analysis of occupational health risks in industrial environments.

.- Spectral Analysis of Powertrain Vibration in a Hybrid Vehicle under Controlled Operating Conditions.

.- Evaluation of an intelligent educational toy-game proto-type for toddlers' motor stimulation and learning.

.- Changes in academic assessment due to the use of artificial intelligence.