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OL2A 2023: Ponta Delgada, Portugal
- Ana I. Pereira
, Armando B. Mendes
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
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
Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector - A Case Study. 34-48 - Inês Sena
Exploring Features to Classify Occupational Accidents in the Retail Sector. 49-62 - Marina A. Matos
Resource Dispatch Optimization for Firefighting Using a Differential Evolution Algorithm. 63-77 - Leila Karimi
A Pattern Mining Heuristic for the Extension of Multi-trip Vehicle Routing. 78-92 - Adriano dos Santos Silva
Time-Dependency of Guided Local Search to Solve the Capacitated Vehicle Routing Problem with Time Windows. 93-108 - Daniel Djolev, Milena Lazarova
Federated Learning for Credit Scoring Model Using Blockchain. 109-122 - Giovanni Graziano, Daniele Ucci
PhishVision: A Deep Learning Based Visual Brand Impersonation Detector for Identifying Phishing Attacks. 123-134 - Elizaveta E. Tarasova
Call Centre Optimization Based on Personalized Requests Distribution. 135-147 - Henrique S. Marcuzzo
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
An Example of Ontology in Medical Diagnosis: A Case Study. 186-196 - Mohamed Zohir Koufi
Text Chunking to Improve Website Classification. 197-216 - Pedro Henrique Borghi
Automatic Speech Recognition for Portuguese: A Comparative Study. 217-232 - Felipe L. Teixeira
Comparative Analysis of Windows for Speech Emotion Recognition Using CNN. 233-248 - Ana Paula Teixeira
Exploring the Role of OR/MS in Cancer Research. 249-268 - João Lopes
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
Accuracy Optimization in Speech Pathology Diagnosis with Data Preprocessing Techniques. 287-299 - Beatriz Flamia Azevedo
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
Predicting Flood Events with Streaming Data: A Preliminary Approach with GRU and ARIMA. 319-332 - Matheus Galvão
Digital Twin for Regional Water Consumption Simulation and Forecasting. 333-346 - Rebeca B. Kalbermatter
Automatic Fall Detection with Thermal Camera. 347-359 - David Valente
Image Transfer over MQTT in IoT: Message Segmentation and Encryption for Remote Indicator Panels. 360-373
Optimization
- Khwansiri Ninpan, Kirill Kondratenko
An Extension of a Dynamic Heuristic Solution for Solving a Multi-Objective Optimization Problem in the Defense Industry. 377-390 - Vedat Dogan
BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition. 391-408 - Barry Malick Barque
Prediction of Health of Corals Mussismilia hispida Based on the Microorganisms Present in their Microbiome. 409-423 - Manuel Eusébio
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
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
Schedule Modeling in a Fire Station: A Linear Approach to Optimize Service and Human Resources. 469-481 - Emanuel Lopes
Help us to Help: Improving Non-urgent Transport on a Portuguese Fire Station. 482-497 - Catarina Gonçalves
Location of an Electric Vehicle Charging Station: Demographic Factor as Decision Making. 498-515 - Koba Gelashvili
Speeding up the Oscillation-Free Modified Heavy Ball Algorithm. 516-530 - Francisco dos Santos
Performance Comparison of NSGA-II and NSGA-III on Bi-objective Job Shop Scheduling Problems. 531-543 - Vitor Gomes Soares Lins Peixoto
A Multiobjective Tuning of a Procedural Content Generator for Game Level Design via Evolutionary Algorithms. 544-559 - Eduardo Gomes, Adelaide Cerveira
Optimal Location of Electric Vehicle Charging Stations in Distribution Grids Using Genetic Algorithms. 560-574 - Daniela Lemos
Nonlinear Regression on Growth Curves for Placental Parameters in R. 575-590 - Alexandra Coelho
GLM's in Data Science as a Tool in the Prediction of Delirium. 591-606
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