Full Description
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.
Contents
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.
