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020 _a9783031454387
024 7 _a10.1007/978-3-031-45438-7
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aTK5105.8857
_b2023 EB
245 0 0 _aInformation and Communication Technologies :
_b11th Ecuadorian Conference, TICEC 2023, Cuenca, Ecuador, October 18-20, 2023, Proceedings
_cedited by Jorge Maldonado-Mahauad, Jorge Herrera-Tapia, Jorge Luis Zambrano-Martínez, Santiago Berrezueta
250 _a1st ed 2023
264 1 _aCham
_bSpringer Nature Switzerland
_c2023
300 _a1 recurso en línea
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aCommunications in Computer and Information Science
_x1865-0937
_v1885
505 0 _aData Science and Machine Learning: Uncovering the Effects of the Russia-Ukraine Conflict on Cryptocurrencies: A Data-driven Analysis with Clustering and Biplot Techniques -- Human Trafficking in Social Networks: A Review of Machine Learning Techniques -- Exploring the Performance of Deep Learning in High-Energy Physics -- Human actions recognition system based on Neural Networks -- Big Data Architecture for Air Pollution Spatial Visualization: Quito, Ecuador -- The Role of Twitter in Media Coverage during Humanitarian Crises. Data mining from International News Agencies -- Applied Metaheuristics in International Trading: A Systematic Review -- Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques -- Forecasting the Consumer Price Index of Ecuador using Classical and Advanced Time Series Models -- Forecasting PM2.5 concentrations in ambient air using a transformer based neural network -- Machine Learning Applied to the Analysis of Glacier Masses -- Profit vs Accuracy: Balancing the Impact on Users Introduced by Profit-Aware Recommender Systems -- Augmenting Data with DCGANs to Improve Skin Lesions Classification -- Unraveling the power of 4D residual blocks and transfer learning in violence detection -- ICTs and their Applications: Brainwaves communication system for people with reduced mobility and verbal impairment -- Advanced metrics to evaluate autistic children's attention and emotions from facial characteristics using a human-robot-game interface -- Performance analysis of You Only Look Once, RetinaNet, and Single Shot Detector applied to vehicle detection and counting -- Tumor kidney segmentation from CT images using residual U-net architecture -- Classification of Alzheimer disease's Severity Using Support Vector Machine and Deep Feature Extraction of Convolutional Neural Networks: a Contrasting of Methodologies -- Creation of an alert device for early detection of epilepsy using an EEG signal power threshold -- Optimal location of the electric vehicle charging stands using multi-objective evolutionary algorithms: Cuenca city as a case study -- Detecting Parkinson's Disease with Convolutional Neural Networks: Voice Analysis and Deep Learning -- Hyperparameter Tuning in a Dual Channel U-Net for Medical Image Segmentation -- Vitreous Hemorrhage Segmentation in Fundus Images by using an Efficient-UNet Network -- A non-invasive portable solution to estimate hemoglobin levels in the blood -- Mask R-CNN and YOLOv8 comparison to perform tomato maturity recognition task -- Software Development -- Development of a distributed hydrological model of continuous generation, in a GIS environment -- A Domain-Specific Language and Model-Based Engine for Implementing IoT Dash- board Web Applications -- Feasibility of using serious MIDI-AM videogames as resources in early childhood education -- Search and Visualization of Researcher Networks: Co-authorship in Ecuador -- Visualization Models Applied to Atmospheric Pollutants and Meteorological Variables: A Systematic Literature Review.
520 _aThis book constitutes the proceedings of the 11th Ecuadorian Conference on Information and Communication Technologies, TICEC 2023, held in Cuenca, Ecuador, during October 18-20, 2023. The 31 full papers presented were carefully reviewed and selected from 120 submissions. The papers cover a great variety of topics, such as internet of things, cyber-physical systems, human-machine interface, artificial Intelligence, e-Learning, smart healthcare, smart healthcare and others. The papers are organized in the following topical sections: data science and machine learning; ICTs and their applications; and software development.
988 _aSpringer_Computer_2023
650 7 _2embne
_9483083
_aInternet de los objetos
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-45438-7
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b03/2024
_dz
_ean
_zSI