This book constitutes the refereed proceedings of the 10th Workshop on Engineering Applications, WEA 2023, held in Cartagena, Colombia, during November 1–3, 2023.
The 37 full papers included in this book were carefully reviewed and selected from 93 submissions. They were organized in topical sections as follows:? artificial intelligence; optimization; and simulation.
Artificial Intelligence.- Algorithmic trading system using auto-machine
learning as a filter rule.- An algorithmic trading strategy for the Colombian
US dollar inter-bank bulk market SET-FX based on an evolutionary TPOT AutoML
predictive model.- Evaluating the incidence of different factors on the level
of service at interceptions without traffic lights.- Physically Informed
Neural Networks Applied to Financial Derivatives Valuation in Markets with
Liquidity Risk.- Application of hierarchical risk parity with Latin
ADRs.- Experimental Analysis of a Peregrine Falcon 3D Prototype with
oscillating feathers.- Optimal portfolio selection using a Robust-Bayesian
model.- Impact of Pruning Distribution in Compressed CNN Models: A Case
Study.- Open-loop stability analysis of interval dynamic
systems.- Acquisition of motor images of the left and right hand by means of
the Emotiv epoc+ headset for their classification using the EEGNet neural
network.- Natural Language Contents Evaluation System for Multi-class News
Categorization Using Machine Learning and Transformers.- Automatic Assessment
of Voice Disorders Using Phase Plots.- Medical Image Compression techniques
comparison using open-source libraries.- Implementation of a reinforced
learning algorithm in a simulation environment for path planning of a robot
manipulator with 3 degrees of freedom.- MACHINE LEARNING FOR RICE (Oryza
sativa L.) PHENOLOGICAL IDENTIFICATION.- wGMU: A Novel Fusion Strategy to
Identify the Important Parts of Sentence for Relation Classification.- Effect
of preprocessing in deep learning systems to aid the diagnosis using X-ray
pulmonary images.- Topological Data Analysis to characterize fluctuations in
the Latin American Integrated Market.- Implementation of the chaotic systems
Lorenz, Rossler, and Chen on an 8 bit microcontroller.- Enhancing Impaired
Waist-to-Height Ratio Classification Using Neural Networks.- Application of
artificial intelligence tools, data processing, and analysis in the
forecasting of level and flow variables in wells with little data from the
Morroa Aquifer.- Voltage Regulation for Microgrids Based on a Data-Driven
Predictor.- Generalized nonlinear rectification function for estimating Mel
Cepstral coefficients from Colombian birdsongs.- Optimization.- Global
Sensitivity Analysis in Optimization - the Case of Positive Definite
Quadratic Forms.- MPC-Based Path Tracking of a Differential-Drive Mobile
Robot with Optimization for Improved Control Performance.- A Mixed Integer
Linear Programming Model for School Timetable in Cartagena.- Evaluation of a
Mixed-Product Production System Performance with Unreliable
Machines.- Distributionally Robust Optimization for Networked Microgrids: An
Overview.- Pickup and delivery vehicle routing problems in bike sharing
systems: a review.- MATHEMATICAL OPTIMIZATION MODELS FOR THE DESIGN AND
APPLICATION OF INDUSTRIAL SYMBIOSIS NETWORKS: CHALLENGES AND
TRENDS.- Simulation.- Static and Dynamic Electrical Characterization of
Flexible Photovoltaic Panels for Optimization of their Performance.- Rural
Migration in Colombia.- Investigation of the conductive properties of the
electro-polymerized thiophene and pyrrole derivatives: correlation between
experimental and theoretical parameters.- Strategies, information
technologies and models for knowledge management in software development
companies: A systematic review of the literature.- Smart Substation
Communication with Virtual Networks.- Development of a farm animal tracking
device using LoRaWAN.- In-silico study of the effect of particulate matter
from Medell´n on virtual ventricular tissue.
Lisainfo e-raamatute kohta