Information and Communication Technologies

Information and Communication Technologies

12th Ecuadorian Conference, TICEC 2024, Loja, Ecuador, October 16-18, 2024, Proceedings

Berrezueta-Guzman, Santiago; Zambrano-Martinez, Jorge Luis; Herrera-Tapia, Jorge; Torres, Rommel

Springer International Publishing AG

11/2024

390

Mole

9783031754302

Pré-lançamento - envio 15 a 20 dias após a sua edição

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.- 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 Galapagos 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.
ICT and its applications;Internet of Things;Cyber-physical systems;Human-machine interface;Data Science;Deep Learning;Machine Learning;Artificial Intelligence;Software Development;e-Learning ;Large Language Models;Smart Healthcare;Telemedicine;Process Mining