OL2A (2)

Publications

volume 1982, 2024

Optimization, Learning Algorithms and Applications - Third International Conference, OL2A 2023, Ponta Delgada, Portugal, September 27-29, 2023, Revised Selected Papers, Part II OL2A (2) 1982 (2024)

2023

Ive Vasiljevic, Josip Music, João Mendes, José Lima
Adaptive Convolutional Neural Network for Predicting Steering Angle and Acceleration on Autonomous Driving Scenario. OL2A (2) (2023)
Thadeu Brito, Ana I. Pereira, Paulo Gomes Costa, José Lima
Enhancing Forest Fire Detection and Monitoring Through Satellite Image Recognition: A Comparative Analysis of Classification Algorithms Using Sentinel-2 Data. OL2A (2) (2023)
Ana Barbosa, Edilson Ferreira, Vinicius Grilo, Laercio Mattos, José Lima
Impact of EMG Signal Filters on Machine Learning Model Training: A Comparison with Clustering on Raw Signal. OL2A (2) (2023)
Cátia Loureiro, Vítor Filipe, Pedro Franco-Gonçalo, Ana Inês Pereira, Bruno Colaço, Sofia Alves-Pimenta, Mário Ginja, Lio Gonçalves
Deep Learning-Based Hip Detection in Pelvic Radiographs. OL2A (2) (2023)
Alexei Lisitsa, Alexei Vernitski
On Strong Anti-learning of Parity. OL2A (2) (2023)
Adília Alves, José Alberto Pereira, Salik Khanal, António Jorge Morais, Vítor Filipe
Pest Detection in Olive Groves Using YOLOv7 and YOLOv8 Models. OL2A (2) (2023)
Bruno Silva, Luiz Guerreiro Lopes
An Efficient GPU Parallelization of the Jaya Optimization Algorithm and Its Application for Solving Large Systems of Nonlinear Equations. OL2A (2) (2023)
Gabriel Turinici
Deep Conditional Measure Quantization. OL2A (2) (2023)
Youssef Bel Haj Yahia, Júlio Castro Lopes, Eduardo Bezerra, Pedro João Rodrigues, Rui Pedro Lopes
Assessing the 3D Position of a Car with a Single 2D Camera Using Siamese Networks. OL2A (2) (2023)
João Mendes, José Lima, Lino A. Costa, Nuno Rodrigues, Paulo Leitão, Ana I. Pereira
An Artificial Intelligence-Based Method to Identify the Stage of Maturation in Olive Oil Mills. OL2A (2) (2023)
Glaucia Maria Bressan, Esdras Battosti da Silva, Matheus Henrique Pimenta-Zanon, Elisângela Aparecida da Silva Lizzi, Fábio Sakuray
Performance of Heuristics for Classifying Leftovers from Cutting Stock Problem. OL2A (2) (2023)
Renan Lemes Leepkaln, Angelita Maria de Ré, Kelly Lais Wiggers
Identification of Late Blight in Potato Leaves Using Image Processing and Machine Learning. OL2A (2) (2023)
Danielle R. Pinna, Rodrigo F. Toso, Gustavo Semaan, Fernando P. G. de Sá, Ana I. Pereira, Ângela Paula Ferreira, Jorge Soares, Diego Brandão
Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimization Methods. OL2A (2) (2023)
João Mendes, Adriano S. Silva, Fernanda F. Roman, Jose Luis Diaz de Tuesta, José Lima, Helder T. Gomes, Ana I. Pereira
Deep Learning-Based Classification and Quantification of Emulsion Droplets: A YOLOv7 Approach. OL2A (2) (2023)
Tiago Correia, Francisco M. Ribeiro, Vítor H. Pinto
Realistic Model Parameter Optimization: Shadow Robot Dexterous Hand Use-Case. OL2A (2) (2023)
André França, Eduardo Loures, Luísa Jorge, André Mendes
Sub-system Integration and Health Dashboard for Autonomous Mobile Robots. OL2A (2) (2023)
Lenon Diniz Seixas, Fernanda Cristina Corrêa, Hugo Valadares Siqueira, Flavio Trojan, Paulo Afonso
Vehicle Industry Big Data Analysis Using Clustering Approaches. OL2A (2) (2023)
Marek Nowakowski, Jakub Kurylo, João Braun, Guido S. Berger, João Mendes, José Lima
Using LiDAR Data as Image for AI to Recognize Objects in the Mobile Robot Operational Environment. OL2A (2) (2023)
Radoslaw Puchalski, Wojciech Giernacki
Movement Pattern Recognition in Boxing Using Raw Inertial Measurements. OL2A (2) (2023)
Luan C. Klein, Arezki Abderrahim Chellal, Vinicius Grilo, José Gonçalves, Maria F. Pacheco, Florbela P. Fernandes, Fernando C. Monteiro, José Lima
Assessing the Reliability of AI-Based Angle Detection for Shoulder and Elbow Rehabilitation. OL2A (2) (2023)
Giuliana M. Silva, André Eugênio Lazzaretti, Fernando C. Monteiro
An Evaluation of Image Preprocessing in Skin Lesions Detection. OL2A (2) (2023)
Yahia Amoura, André Pedroso, Ângela Paula Ferreira, José Lima, Santiago Torres, Ana I. Pereira
Multi-objective Optimal Sizing of an AC/DC Grid Connected Microgrid System. OL2A (2) (2023)
Enrico Manfron, João Paulo Teixeira, Rodrigo Minetto
Deep Learning and Machine Learning Techniques Applied to Speaker Identification on Small Datasets. OL2A (2) (2023)
Luiz E. Luiz, Fábio Rizental Coutinho, João P. Teixeira
ECG and sEMG Conditioning and Wireless Transmission with a Biosignal Acquisition Board. OL2A (2) (2023)
Nelio Moura de Figueiredo, Maisa Sales GamaTobias, Lucio Carlos Pinheiro Campos Filho, Paulo Afonso
Optimization Models for Hydrokinetic Energy Generated Downstream of Hydropower Plants. OL2A (2) (2023)
Luan C. Klein, João Mendes, João Braun, Felipe N. Martins, André Schneider de Oliveira, Paulo Gomes Costa, Heinrich Wörtche, José Lima
Deep Learning-Based Localization Approach for Autonomous Robots in the RobotAtFactory 4.0 Competition. OL2A (2) (2023)