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Optimization, Learning Algorithms and Applications

Second International Conference, OL2A 2022, Póvoa de Varzim, Portugal, October 24-25, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Ana I. Pereira

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  2. Andrej Košir

    1. University of Ljubljana, Ljubljana, Slovenia

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  3. Florbela P. Fernandes

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  4. Maria F. Pacheco

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  5. João P. Teixeira

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  6. Rui P. Lopes

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1754)

Included in the following conference series:

Conference proceedings info: OL2A 2022.

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Table of contents (56 papers)

  1. Front Matter

    Pages i-xvi
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  2. Machine and Deep Learning

    1. Front Matter

      Pages 1-1
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    2. Techniques to Reject Atypical Patterns

      • Júlio Castro Lopes, Pedro João Soares Rodrigues
      Pages 3-18

    3. Development of a Analog Acquisition and Conditioning Circuit of Surface Electromyogram and Electrocardiogram Signals

      • Luiz E. Luiz, João Paulo Teixeira, Fábio R. Coutinho
      Pages 19-34

    4. Sensor Architecture Model for Unmanned Aerial Vehicles Dedicated to Electrical Tower Inspections

      • Guido S. Berger, João Braun, Alexandre O. Júnior, José Lima, Milena F. Pinto, Ana I. Pereira et al.
      Pages 35-50

    5. Is Diabetic Retinopathy Grading Biased by Imbalanced Datasets?

      • Fernando C. Monteiro, José Rufino
      Pages 51-64

    6. Attention Mechanism for Classification of Melanomas

      • Cátia Loureiro, Vítor Filipe, Lio Gonçalves
      Pages 65-77

    7. Volume Estimation of an Indoor Space with LiDAR Scanner

      • Jaqueline Bierende, João Braun, Paulo Costa, José Lima, Ana I. Pereira
      Pages 78-92

    8. Management of Virtual Environments with Emphasis on Security

      • André Mendes
      Pages 93-106

    9. A Rule Based Procedural Content Generation System

      • Gonçalo Oliveira, Lucas Almeida, João Paulo Sousa, Bárbara Barroso, Inês Barbedo
      Pages 107-113

    10. A Hybrid Approach to Operational Planning in Home Health Care

      • Filipe Alves, António J. S. T. Duarte, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
      Pages 114-130

    11. Multi VLAN Visualization in Network Management

      • Aleksandr Ovcharov, Natalia Efanova, Rui Pedro Lopes
      Pages 131-143

    12. A Review of Dynamic Difficulty Adjustment Methods for Serious Games

      • Júlio Castro Lopes, Rui Pedro Lopes
      Pages 144-159

    13. Anxiety Monitoring System: A Preliminary Approach

      • Diogo Luís, Salviano F. P. Soares, Gonçalo Carnaz
      Pages 160-171

  3. Optimization

    1. Front Matter

      Pages 173-173
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    2. Statistical Analysis of Voice Parameters in Healthy Subjects and with Vocal Pathologies - HNR

      • Débora Cucubica André, Paula Odete Fernandes, João Paulo Teixeira
      Pages 175-186

    3. Integrated Feature Selection and Classification Algorithm in the Prediction of Work-Related Accidents in the Retail Sector: A Comparative Study

      • Inês Sena, Laires A. Lima, Felipe G. Silva, Ana Cristina Braga, Paulo Novais, Florbela P. Fernandes et al.
      Pages 187-201

    4. Traffic Light Optimization of an Intersection: A Portuguese Case Study

      • Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
      Pages 202-214

    5. Combined Optimization and Regression Machine Learning for Solar Irradiation and Wind Speed Forecasting

      • Yahia Amoura, Santiago Torres, José Lima, Ana I. Pereira
      Pages 215-228

    6. An Improved Multi-Threaded Implementation of the MCSFilter Optimization Algorithm

      • Luís Monteiro, José Rufino, Andrey Romanenko, Florbela P. Fernandes
      Pages 229-245
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  1. Optimization, Learning Algorithms and Applications

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About this book

This book constitutes the proceedings of the Second International Conference on Optimization, Learning Algorithms and Applications, OL2A 2022, held in Bragança, Portugal, in October 2022.

The 53 full papers and 3 short papers were thoroughly reviewed and selected from 145 submissions. They are organized in the topical sections on Machine and Deep Learning; Optimization; Artificial Intelligence; Optimization in Control Systems Design; Measurements with the Internet of Things; Trends in Engineering Education; Advances and Optimization in Cyber-Physical Systems; and Computer vision based on learning algorithms.

Editors and Affiliations

  • Instituto Politécnico de Bragança, Bragança, Portugal

    Ana I. Pereira, Florbela P. Fernandes, Maria F. Pacheco, João P. Teixeira, Rui P. Lopes

  • University of Ljubljana, Ljubljana, Slovenia

    Andrej Košir

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