LEADER 05892nam 22007695 450 001 9910983085703321 005 20260327175205.0 010 $a9783031754319 010 $a303175431X 024 7 $a10.1007/978-3-031-75431-9 035 $a(MiAaPQ)EBC31743901 035 $a(Au-PeEL)EBL31743901 035 $a(CKB)36414865500041 035 $a(DE-He213)978-3-031-75431-9 035 $a(EXLCZ)9936414865500041 100 $a20241028d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInformation and Communication Technologies $e12th Ecuadorian Conference, TICEC 2024, Loja, Ecuador, October 16?18, 2024, Proceedings /$fedited by Santiago Berrezueta-Guzman, Rommel Torres, Jorge Luis Zambrano-Martinez, Jorge Herrera-Tapia 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (391 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2273 311 08$a9783031754302 311 08$a3031754301 320 $aIncludes bibliographical references and index. 327 $a-- 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. 330 $aThis book constitutes the refereed proceedings of the 12th Ecuadorian Conference on Information and Communication Technologies, TICEC 2024, held in Loja, Ecuador, during October 16?18, 2024. The 24 full papers presented here were carefully reviewed and selected from 74 submissions. They were organized in the following topical sections: Image Processing, Classification, and Segmentation; Artificial Intelligence and Machine Learning Applications; IoT, Embedded Systems, and Applications in Healthcare and Industrial Environments. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2273 606 $aComputer networks 606 $aData structures (Computer science) 606 $aInformation theory 606 $aSoftware engineering 606 $aArtificial intelligence 606 $aComputers, Special purpose 606 $aOperating systems (Computers) 606 $aComputer Communication Networks 606 $aData Structures and Information Theory 606 $aSoftware Engineering 606 $aArtificial Intelligence 606 $aSpecial Purpose and Application-Based Systems 606 $aOperating Systems 615 0$aComputer networks. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 0$aSoftware engineering. 615 0$aArtificial intelligence. 615 0$aComputers, Special purpose. 615 0$aOperating systems (Computers) 615 14$aComputer Communication Networks. 615 24$aData Structures and Information Theory. 615 24$aSoftware Engineering. 615 24$aArtificial Intelligence. 615 24$aSpecial Purpose and Application-Based Systems. 615 24$aOperating Systems. 676 $a006.3 702 $aBerrezueta$b Santiago 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910983085703321 996 $aInformation and Communication Technologies$92929612 997 $aUNINA