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Applied Computer Sciences in Engineering 10th Workshop on Engineering Applications, WEA 2023, Cartagena, Colombia, November 1-3, 2023, Proceedings
Title
Applied Computer Sciences in Engineering [electronic resource] : 10th Workshop on Engineering Applications, WEA 2023, Cartagena, Colombia, November 1-3, 2023, Proceedings / edited by Juan Carlos Figueroa-García, German Hernández, Jose Luis Villa Ramirez, Elvis Eduardo Gaona García.
ISBN
9783031467394
Edition
1st ed. 2023.
Publication
Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Physical Description
1 online resource (XIV, 436 p.) 204 illus., 178 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
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.
Variant and related titles
Springer ENIN.
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Printed edition:
Format
Books / Online
Language
English
Added to Catalog
November 02, 2023
Series
Communications in Computer and Information Science, 1928
Contents
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´ın on virtual ventricular tissue.
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