LEADER 06512nam 22007815 450 001 996558570703316 005 20231005205704.0 010 $a3-031-45438-3 024 7 $a10.1007/978-3-031-45438-7 035 $a(MiAaPQ)EBC30773656 035 $a(CKB)28464884900041 035 $a(Au-PeEL)EBL30773656 035 $a(DE-He213)978-3-031-45438-7 035 $a(PPN)272915114 035 $a(EXLCZ)9928464884900041 100 $a20231005d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInformation and Communication Technologies$b[electronic resource] $e11th Ecuadorian Conference, TICEC 2023, Cuenca, Ecuador, October 18?20, 2023, Proceedings /$fedited by Jorge Maldonado-Mahauad, Jorge Herrera-Tapia, Jorge Luis Zambrano-Martínez, Santiago Berrezueta 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (495 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1885 311 $a9783031454370 327 $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. 330 $aThis book constitutes the proceedings of the 11th Ecuadorian Conference on Information and Communication Technologies, TICEC 2023, held in Cuenca, Ecuador, during October 18?20, 2023. The 31 full papers presented were carefully reviewed and selected from 120 submissions. The papers cover a great variety of topics, such as internet of things, cyber-physical systems, human-machine interface, artificial Intelligence, e-Learning, smart healthcare, smart healthcare and others. The papers are organized in the following topical sections: data science and machine learning; ICTs and their applications; and software development. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1885 606 $aComputer networks 606 $aData structures (Computer science) 606 $aInformation theory 606 $aSoftware engineering 606 $aOperating systems (Computers) 606 $aArtificial intelligence 606 $aComputers, Special purpose 606 $aComputer Communication Networks 606 $aData Structures and Information Theory 606 $aSoftware Engineering 606 $aOperating Systems 606 $aArtificial Intelligence 606 $aSpecial Purpose and Application-Based Systems 615 0$aComputer networks. 615 0$aData structures (Computer science). 615 0$aInformation theory. 615 0$aSoftware engineering. 615 0$aOperating systems (Computers). 615 0$aArtificial intelligence. 615 0$aComputers, Special purpose. 615 14$aComputer Communication Networks. 615 24$aData Structures and Information Theory. 615 24$aSoftware Engineering. 615 24$aOperating Systems. 615 24$aArtificial Intelligence. 615 24$aSpecial Purpose and Application-Based Systems. 676 $a004.6 700 $aMaldonado-Mahauad$b Jorge$01431809 701 $aHerrera-Tapia$b Jorge$01431810 701 $aZambrano-Martínez$b Jorge Luis$01431811 701 $aBerrezueta$b Santiago$01431812 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996558570703316 996 $aInformation and Communication Technologies$93574676 997 $aUNISA