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Full Description
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.
Contents
.- 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.
