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ORCIDOL2A 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 - A. 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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