Applied Computer Sciences in Engineering : 9th Workshop on Engineering Applications, WEA 2022, Bogotá, Colombia, November 30 – December 2, 2022, Proceedings / / edited by Juan Carlos Figueroa-García, Carlos Franco, Yesid Díaz-Gutierrez, Germán Hernández-Pérez

• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022
• Edizione: 1st ed. 2022.
• Descrizione fisica: 1 online resource (494 pages)
• Disciplina: 005.1
• Soggetto topico: Software engineering; Artificial intelligence; Computer networks; Application software; Computer systems; Social sciences - Data processing; Software Engineering; Artificial Intelligence; Computer Communication Networks; Computer and Information Systems Applications; Computer System Implementation; Computer Application in Social and Behavioral Sciences; Informàtica; Enginyeria; Processament de dades
• Soggetto genere / forma: Congressos; Llibres electrònics
• Persona (resp. second.): Figueroa-GarcíaJuan Carlos
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Artificial Intelligence -- Comparison of Higher-order Approximations to Solve Dynamical Systems using Interval Constraint Solving -- Globally explainable AutoML evolved models of corporate credit risk -- Bioactivity Predictors for the Inhibition of Staphylococcus aureus Quinolone Resistance Protein -- Comparison of Named Entity Recognition Methods on Real-World and Highly Imbalanced Business Document Datasets -- Colombian Dialect Recognition From Call-Center Conversations Using Fusion Strategies -- Risk Automatic Prediction for Social Economy Companies using Camels -- Energy Performance Estimation in a Hybrid System using Clustering and Data Visualization algorithms -- Classification of fruits integrating machine vision and colaborative robotics -- Artificial Intelligence for for Prevention of Breast Cancer -- Predictive method proposal for a manufacturing system with industry 4.0 technologies -- Artificial Intelligence Methods to Solve Energy Transmission Problems Through Data Analysis from Different Data Sources -- A knowledge-based expert system for risk management in health audit projects -- Effect of speckle filtering in the performance of segmentation of ultrasound images using CNNs -- Multivariate Financial Time Series Forecasting with Deep Learning -- Optimization -- The Notion of the Quasicentral Path in Linear Programming -- P-Median equivalence and Partitioning in Logistics Problems -- A Hybrid Algorithm based on Ant Colony System for Flexible Job Shop -- Cost optimization of an assembly sequence of an electric propulsion module of an electro-solar boat -- Hybrid ILS-VND Algorithm for the Vehicle Routing Problem with Release Times -- The organization of fruit collection transport in conditions of extreme rurality: A rural cVRP case -- Design of electric vessels test routes using image processing and optimization techniques -- Optimization of Routes for Covered Walkways at University Campus by Kruskal Algorithm -- Stating on French troop allocation optimization in World War 1 via a hierarchic-transport model clio-combinatorics approach -- Simulation -- Methodology for selecting scenarios in improvement process with Agent-Based Simulation Model For The Validation Of An Organizational Structure Aiming At Self-Organization And Increasing Agilitymultiple performance measures -- Replicator dynamics of the Hawk-Dove game with Agent-based simulation -- Food availability dynamic model for Colombia -- A Low-cost 3D Mapping System for Indoor Scenes Based on a 2D LiDAR on-board an UGV -- Power simulation process through the analysis of geometry, irradiance and interconnection impact in photovoltaic roof tiles -- Temperature performance simulation in a solar-electric vessel battery design -- Simulation and Prototype of Flexible Sensor Devices using Graphite on Paper Substrate -- software for simulating robot swarm aggregation -- Full State Feedback of DC-Motor Position and Speed Control Using LQR and Kalman Filter -- Applications -- Experimental data-driven insertion force analyses of hypodermic needles in a soft tissue with an in-house test bench -- Simulation based GNU radio tool for DSP significant learning -- Design of a self-adjusting reactive power compensation prototype for residential application -- A Machine Learning Based Command Voice Recognition Interface -- Photovoltaic Power Predictor Module based on Historical Production and Weather Conditions Data -- Vehicle Detection and Counting Framework in aerial images based on SoC-FPGA.
• Sommario/riassunto: This book constitutes the proceedings of the 9th Workshop on Engineering Applications on Applied Computer Sciences in Engineering, WEA 2022, which took place in Bogotá, Colombia, in November/December 2022. The 39 papers presented in this volume were carefully reviewed and selected from 143 submissions. They were organized in topical sections as follows: Artificial Intelligence; Optimization; Simulation; and Applications.
• Titolo autorizzato: Applied Computer Sciences in Engineering
• ISBN: 9783031206115; 3031206118
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910632483803321
• Lo trovi qui: Univ. Federico II
• Serie: Communications in Computer and Information Science, . 1865-0937 ; ; 1685