Optimization, Learning Algorithms and Applications: Third International Conference, Ol2a 2023, Ponta Delgada, Portugal, September 27-29, 2023, Revised (Paperback, 2024)

Machine Learning.-?A YOLO-based Insect Detection: Potential use of Small Multirrotor UAV Monitoring.-?A Comparison of Fiducial Markers Pose Estimation for UAVs Indoor Precision Landing.-?Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector - a Case Study.-?Exploring Features to Classify Occupational Accidents in the Retail Sector.-?Resource Dispatch Optimization for Firefighting using a Differential Evolution Algorithm.-?A Pattern Mining Heuristic for the Extension of Multi-trip Vehicle Routing.-?Time-dependency of Guided Local Search to Solve the Capacitated Vehicle Routing Problem with Time Windows.-?Federated Learning for Credit Scoring Model using Blockchain.-?PhishVision: a Deep Learning based Visual Brand Impersonation Detector for Identifying Phishing Attacks.-?Call Centre Optimization based on Personalized Requests Distribution.-?AquaVitae: Innovating Personalized Meal Recommendations for Enhanced Nutritional Health.-?Barriers to Organizations to Adopt Digital Transformation for Driving Eco-Innovation and Sustainable Performance.-?Interpretable Structural Analysis for Evolutionary Generative Design of Coastal Breakwaters.-?An Example of Ontology in Medical Diagnosis: A Case Study.-?Text Chunking To Improve Websites Classification.-?Automatic Speech Recognition for Portuguese: A Comparative Study.-?Comparative Analysis of Windows for Speech Emotion Recognition using CNN.-?Exploring the Role of OR/MS in Cancer Research.-?On the Use of VGs for Feature Selection in Supervised Machine Learning - A Use Case to Detect Distributed DoS Attacks.-?Learning Algorithms in Engineering Education.-?Accuracy Optimization in Speech Pathology Diagnosis with Data Preprocessing Techniques.-?Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition.-?Machine Learning and Data Analysis in Internet of Things.-?Predicting Flood Events with Streaming Data: A Preliminary Approach with GRU and ARIMA.-?Digital Twin for Regional Water Consumption Simulation and Forecasting.-?Automatic Fall Detection with Thermal Camera.-?Image Transfer over MQTT in IoT: Message Segmentation and Encryption for Remote Indicator Panels.-?Optimization.-?An Extension of a Dynamic Heuristic Solution for Solving a Multi-Objective Optimization Problem in the Defense Industry.-?BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition.-?Prediction of Health of Corals Mussismilia Hispida based on the Microorganisms Present in their Microbiome.-?The Consistent Vehicle Routing Problem: an Application to the Pharmaceutical Supply Chain.-?Using OR-Tools when Solving the Nurse Scheduling Problem.-?Predicting the Solution Time for Optimization Problems Using Machine Learning Case of Job Shop Scheduling Problem.-?Optimization in the SDG Context.-?Schedule Modeling in a Fire Station: a Linear Approach to Optimize Service and Human Resources.-?Help us to Help: Improving Non-urgent Transport on a Portuguese Fire Station.-?Location of an Electric Vehicle Charging Station: Demographic Factor as Decision Making.-?Speeding up the Oscillation-free Modified Heavy Ball Algorithm.-?Performance Comparison of NSGA-II and NSGA-III on Bi-objective Job Shop Scheduling Problems.-?A Multiobjective Tuning of a Procedural Content Generator for Game Level Design via Evolutionary Algorithms.-?Optimal Location of Electric Vehicle Charging Stations in Distribution Grids using Genetic Algorithms.-?Nonlinear Regression on Growth Curves for Placental Parameters in R.-?GLM's in Data Science as a Tool in the Prediction of Delirium.?