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OL2A 2023: Ponta Delgada, Portugal
- Ana I. Pereira
, Armando B. Mendes
, Florbela P. Fernandes
, Maria F. Pacheco
, João Paulo Coelho
, José Lima
:
Optimization, Learning Algorithms and Applications - Third International Conference, OL2A 2023, Ponta Delgada, Portugal, September 27-29, 2023, Revised Selected Papers, Part I. Communications in Computer and Information Science 1981, Springer 2024, ISBN 978-3-031-53024-1
Machine Learning
- Guido S. Berger, João Mendes
, Arezki Abderrahim Chellal, Luciano Bonzatto Junior, Yago M. R. da Silva, Matheus Zorawski Silva, Ana I. Pereira, Milena F. Pinto, João Paulo Castro, António Valente, José Lima:
A YOLO-Based Insect Detection: Potential Use of Small Multirotor Unmanned Aerial Vehicles (UAVs) Monitoring. 3-17 - Luciano Bonzatto Junior, Guido S. Berger, Alexandre Oliveira Júnior, João Braun, Marco A. Wehrmeister, Milena F. Pinto, José Lima:
A Comparison of Fiducial Markers Pose Estimation for UAVs Indoor Precision Landing. 18-33 - Lucas D. Borges
, Inês Sena
, Vitor Marcelino
, Felipe G. Silva
, Florbela P. Fernandes
, Maria F. Pacheco
, Clara B. Vaz
, José Lima
, Ana I. Pereira
:
Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector - A Case Study. 34-48 - Inês Sena
, Ana Cristina Braga
, Paulo Novais
, Florbela P. Fernandes
, Maria F. Pacheco
, Clara B. Vaz
, José Lima
, Ana I. Pereira
:
Exploring Features to Classify Occupational Accidents in the Retail Sector. 49-62 - Marina A. Matos
, Rui Gonçalves
, Ana Maria A. C. Rocha
, Lino A. Costa
, Filipe Pereira Alvelos
:
Resource Dispatch Optimization for Firefighting Using a Differential Evolution Algorithm. 63-77 - Leila Karimi
, Connor Little, Salimur Choudhury
:
A Pattern Mining Heuristic for the Extension of Multi-trip Vehicle Routing. 78-92 - Adriano dos Santos Silva
, José Lima
, Adrián M. T. Silva
, Helder T. Gomes
, Ana I. Pereira
:
Time-Dependency of Guided Local Search to Solve the Capacitated Vehicle Routing Problem with Time Windows. 93-108 - Daniel Djolev, Milena Lazarova
, Ognyan Nakov:
Federated Learning for Credit Scoring Model Using Blockchain. 109-122 - Giovanni Graziano, Daniele Ucci
, Federica Bisio, Luca Oneto:
PhishVision: A Deep Learning Based Visual Brand Impersonation Detector for Identifying Phishing Attacks. 123-134 - Elizaveta Tarasova
, Dmitry Ivanov
:
Call Centre Optimization Based on Personalized Requests Distribution. 135-147 - Henrique S. Marcuzzo
, Maria João Varanda Pereira
, Paulo Alves
, Juliano Henrique Foleiss
:
AquaVitae: Innovating Personalized Meal Recommendations for Enhanced Nutritional Health. 148-161 - Zornitsa Yordanova
:
Barriers to Organizations to Adopt Digital Transformation for Driving Eco-Innovation and Sustainable Performance. 162-171 - Denis O. Sidorenko, Nikita O. Starodubcev, Maiia Pinchuk, Nikolay O. Nikitin:
Interpretable Structural Analysis for Evolutionary Generative Design of Coastal Breakwaters. 172-185 - Antonela Prnjak
, Marko Rosic
, Goran Zaharija
, Divna Krpan
, Monika Mladenovic
:
An Example of Ontology in Medical Diagnosis: A Case Study. 186-196 - Mohamed Zohir Koufi, Zahia Guessoum, Amor Keziou, Itheri Yahiaoui, Chloé Martineau, Wandrille Domin:
Text Chunking to Improve Website Classification. 197-216 - Pedro Henrique Borghi
, João Paulo Teixeira
, Diamantino Rui da Silva Freitas
:
Automatic Speech Recognition for Portuguese: A Comparative Study. 217-232 - Felipe L. Teixeira
, Salviano Pinto Soares
, J. L. Pio Abreu
, Paulo Moura Oliveira
, João Paulo Teixeira
:
Comparative Analysis of Windows for Speech Emotion Recognition Using CNN. 233-248 - Ana Paula Teixeira
, Regina De Almeida
:
Exploring the Role of OR/MS in Cancer Research. 249-268 - João Lopes
, Alberto Partida
, Pedro Pinto
, António Pinto
:
On the Use of VGs for Feature Selection in Supervised Machine Learning - A Use Case to Detect Distributed DoS Attacks. 269-283
Learning Algorithms in Engineering Education
- Joana Filipa Teixeira Fernandes
, Diamantino Rui da Silva Freitas
, João Paulo Teixeira
:
Accuracy Optimization in Speech Pathology Diagnosis with Data Preprocessing Techniques. 287-299 - Beatriz Flamia Azevedo
, Roberto Molina de Souza
, Maria F. Pacheco
, Florbela P. Fernandes
, Ana I. Pereira
:
Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition. 300-315
Machine Learning and Data Analysis in Internet of Things
- Rodrigo Moura, Armando B. Mendes
, José Cascalho, Sandra Mendes, Rodolfo Melo, Emanuel Barcelos:
Predicting Flood Events with Streaming Data: A Preliminary Approach with GRU and ARIMA. 319-332 - Matheus Galvão
, Pedro Rici
, Rui Pedro Lopes
:
Digital Twin for Regional Water Consumption Simulation and Forecasting. 333-346 - Rebeca B. Kalbermatter
, Tiago Franco
, Ana I. Pereira
, António Valente
, Salviano Pinto Soares
, José Lima
:
Automatic Fall Detection with Thermal Camera. 347-359 - David Valente
, Thadeu Brito
, Márcio Correia
, José Augusto Carvalho
, José Lima
:
Image Transfer over MQTT in IoT: Message Segmentation and Encryption for Remote Indicator Panels. 360-373
Optimization
- Khwansiri Ninpan, Kirill Kondratenko
, Shuzhang Huang
, Alexandra Plancon, Arthur Aumont, Lucas Artaud, Mouna Baker, Emir Roumili, Francesco Vitillo, Lies Benmiloud Bechet, Robert Plana:
An Extension of a Dynamic Heuristic Solution for Solving a Multi-Objective Optimization Problem in the Defense Industry. 377-390 - Vedat Dogan
, Steven D. Prestwich
:
BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition. 391-408 - Barry Malick Barque
, Pedro João Soares Rodrigues
, Pedro Luiz de Paula Filho
, Raquel Silva Peixoto
, Deborah Catharine de Assis Leite
:
Prediction of Health of Corals Mussismilia hispida Based on the Microorganisms Present in their Microbiome. 409-423 - Manuel Eusébio
, Telmo Pinto
, Miguel Vieira
:
The Consistent Vehicle Routing Problem: An Application to the Pharmaceutical Supply Chain. 424-437 - Márcia Oliveira, Ana Maria A. C. Rocha, Filipe Alves:
Using OR-Tools When Solving the Nurse Scheduling Problem. 438-449 - Shaheen Pouya
, Oguz Toragay
, Mehrdad Mohammadi
:
Predicting the Solution Time for Optimization Problems Using Machine Learning - Case of Job Shop Scheduling Problem. 450-465
Optimization in the SDG Context
- Ana Rita Silva
, Helena Sofia Rodrigues
, Ângela Silva
:
Schedule Modeling in a Fire Station: A Linear Approach to Optimize Service and Human Resources. 469-481 - Emanuel Lopes
, Eliana Costa e Silva
, Óscar Oliveira
, Wellington Alves
:
Help us to Help: Improving Non-urgent Transport on a Portuguese Fire Station. 482-497 - Catarina Gonçalves
, Ângela Silva
, Helena Sofia Rodrigues
:
Location of an Electric Vehicle Charging Station: Demographic Factor as Decision Making. 498-515 - Koba Gelashvili
, Paata Gogishvili
:
Speeding up the Oscillation-Free Modified Heavy Ball Algorithm. 516-530 - Francisco dos Santos
, Lino A. Costa
, Leonilde Varela
:
Performance Comparison of NSGA-II and NSGA-III on Bi-objective Job Shop Scheduling Problems. 531-543 - Vitor Gomes Soares Lins Peixoto
, Elizabeth Fialho Wanner
, André Rodrigues da Cruz
:
A Multiobjective Tuning of a Procedural Content Generator for Game Level Design via Evolutionary Algorithms. 544-559 - Eduardo Gomes, Adelaide Cerveira
, José Baptista
:
Optimal Location of Electric Vehicle Charging Stations in Distribution Grids Using Genetic Algorithms. 560-574 - Daniela Lemos
, Ana Cristina Braga
, Rosete Nogueira
:
Nonlinear Regression on Growth Curves for Placental Parameters in R. 575-590 - Alexandra Coelho
, Ana Cristina Braga
, José Mariz
:
GLM's in Data Science as a Tool in the Prediction of Delirium. 591-606
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