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Applied computer sciences in engineering11th Workshop on Engineering Applications, WEA 2024, Barranquilla, Colombia, October 23-25, 2024 : proceedings.Part I /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Applied computer sciences in engineeringedited by Juan Carlos Figueroa-García ... [et al.].
Reminder of title:	11th Workshop on Engineering Applications, WEA 2024, Barranquilla, Colombia, October 23-25, 2024 : proceedings.
remainder title:	WEA 2024
other author:	Figueroa-García, Juan Carlos.
corporate name:
Published:	Cham :Springer Nature Switzerland :2025.
Description:	xvii, 246 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Computer science
Online resource:	https://doi.org/10.1007/978-3-031-74595-9
ISBN:	9783031745959$q(electronic bk.)

Applied computer sciences in engineering11th Workshop on Engineering Applications, WEA 2024, Barranquilla, Colombia, October 23-25, 2024 : proceedings.Part I /
Applied computer sciences in engineering11th Workshop on Engineering Applications, WEA 2024, Barranquilla, Colombia, October 23-25, 2024 : proceedings.Part I /[electronic resource] :WEA 2024edited by Juan Carlos Figueroa-García ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xvii, 246 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,22221865-0937 ;. - Communications in computer and information science ;229..

Artificial Intelligence. -- Zero-Shot Spam Email Classification Using Pre-trained Large Language Models. -- Automatic Recognition System for Public Transport Robberies Based on Deep Learning. -- Reinforcement Learning Model applied In A Pair Trading Strategy. -- Neural networks informed by physics applied to solving an optimal investment-consumption problem. -- Deep Learning-based object detection of relevant morphological traits for enhancing automatic classification of freshwater macroinvertebrates. -- Deep Tracking Portfolios using Autoencoders and Variational Autoencoders. -- On the use of a foundation acoustic model to identify highly relevant phonetic information of Parkinson's speech. -- Improvement in the Management of Potable Water Distribution Using Data Science for the Detection and Correction of Errors in Operational Measurement Systems. -- Wrist Motion Pattern Recognition from EMG Signal Processing Using Machine Learning and Neural Networks. -- Skin Disease Pre-diagnosis with Novel Visual Transformers. -- Enhancing the Diagnostic Accuracy of Diabetes and Prediabetes with Neural Network-Based Area Under the Curve Analysis of OGTT Data. -- Improving Energy Management in Artificial Pancreas using an Event-trigger MPC Strategy. -- Advancements in AI-Driven Emotion Recognition: A Study on CNN and DMD Methodologies. -- Control of a buck converter using arti cial neural network NARMA-L2 controller. -- Design of a crime prediction model for Barranquilla using Machine Learning algorithms. -- A smart mobile mapping application for the evaluation of road infrastructure in urban and rural corridors. -- Analysis of variables related to criminal violence and public insecurity in the city of Barranquilla, Colombia, using crispy methodology and python programming language. -- Comparison of Motor Imagery and Motor Execution Networks Using the Phase Lag Index. -- Compare computer visions algorithms for estimate 6Dof cameras pose. -- Digital Twin framework proposal based uncertainty management models optimisation and interactive design. -- Data-driven Demand Localization for Effective Disaster Response.

The two-volume set CCIS 2222 + 2223 constitutes the proceedings of the 11th Workshop on Engineering Applications, WEA 2024, which took place in Barranquilla, Colombia, during October 23-25, 2024. The 42 full papers presented here were carefully reviewed and selected from 97 submissions. The papers are organized in the following topical sections: Part I - Artificial Intelligence. Part II - Optimization; Simulation; Applications.

ISBN: 9783031745959$q(electronic bk.)

Standard No.: 10.1007/978-3-031-74595-9doiSubjects--Topical Terms:

252805
Computer science

LC Class. No.: QA75.5 / .W67 2024

Dewey Class. No.: 004

Applied computer sciences in engineering11th Workshop on Engineering Applications, WEA 2024, Barranquilla, Colombia, October 23-25, 2024 : proceedings.Part I /
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505 0 $a Artificial Intelligence. -- Zero-Shot Spam Email Classification Using Pre-trained Large Language Models. -- Automatic Recognition System for Public Transport Robberies Based on Deep Learning. -- Reinforcement Learning Model applied In A Pair Trading Strategy. -- Neural networks informed by physics applied to solving an optimal investment-consumption problem. -- Deep Learning-based object detection of relevant morphological traits for enhancing automatic classification of freshwater macroinvertebrates. -- Deep Tracking Portfolios using Autoencoders and Variational Autoencoders. -- On the use of a foundation acoustic model to identify highly relevant phonetic information of Parkinson's speech. -- Improvement in the Management of Potable Water Distribution Using Data Science for the Detection and Correction of Errors in Operational Measurement Systems. -- Wrist Motion Pattern Recognition from EMG Signal Processing Using Machine Learning and Neural Networks. -- Skin Disease Pre-diagnosis with Novel Visual Transformers. -- Enhancing the Diagnostic Accuracy of Diabetes and Prediabetes with Neural Network-Based Area Under the Curve Analysis of OGTT Data. -- Improving Energy Management in Artificial Pancreas using an Event-trigger MPC Strategy. -- Advancements in AI-Driven Emotion Recognition: A Study on CNN and DMD Methodologies. -- Control of a buck converter using arti cial neural network NARMA-L2 controller. -- Design of a crime prediction model for Barranquilla using Machine Learning algorithms. -- A smart mobile mapping application for the evaluation of road infrastructure in urban and rural corridors. -- Analysis of variables related to criminal violence and public insecurity in the city of Barranquilla, Colombia, using crispy methodology and python programming language. -- Comparison of Motor Imagery and Motor Execution Networks Using the Phase Lag Index. -- Compare computer visions algorithms for estimate 6Dof cameras pose. -- Digital Twin framework proposal based uncertainty management models optimisation and interactive design. -- Data-driven Demand Localization for Effective Disaster Response.
520 $a The two-volume set CCIS 2222 + 2223 constitutes the proceedings of the 11th Workshop on Engineering Applications, WEA 2024, which took place in Barranquilla, Colombia, during October 23-25, 2024. The 42 full papers presented here were carefully reviewed and selected from 97 submissions. The papers are organized in the following topical sections: Part I - Artificial Intelligence. Part II - Optimization; Simulation; Applications.
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