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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 II. Communications in Computer and Information Science 1982, Springer 2024, ISBN 978-3-031-53035-7
Computer Vision Based on Learning Algorithms
- 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. 3-18 - Radoslaw Puchalski, Wojciech Giernacki:
Movement Pattern Recognition in Boxing Using Raw Inertial Measurements. 19-34 - Giuliana M. Silva, André Eugênio Lazzaretti, Fernando C. Monteiro:
An Evaluation of Image Preprocessing in Skin Lesions Detection. 35-49 - Adília Alves, José Alberto Pereira, Salik Ram Khanal, António Jorge Morais, Vítor Filipe:
Pest Detection in Olive Groves Using YOLOv7 and YOLOv8 Models. 50-62 - 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. 63-77 - 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. 78-92 - 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. 93-107 - 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. 108-117 - 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. 118-131 - Ive Vasiljevic, Josip Music, João Mendes, José Lima:
Adaptive Convolutional Neural Network for Predicting Steering Angle and Acceleration on Autonomous Driving Scenario. 132-147 - João Mendes, Adriano dos Santos 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. 148-163 - Renan Lemes Leepkaln, Angelita Maria de Ré, Kelly Lais Wiggers:
Identification of Late Blight in Potato Leaves Using Image Processing and Machine Learning. 164-177
Machine Learning and AI in Robotics
- 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. 181-194 - Enrico Manfron, João Paulo Teixeira, Rodrigo Minetto:
Deep Learning and Machine Learning Techniques Applied to Speaker Identification on Small Datasets. 195-210 - 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. 211-228 - Danielle R. Pinna, Rodrigo F. Toso, Gustavo Silva Semaan, Fernando P. G. de Sá, Ana I. Pereira, Ângela Paula Ferreira, Jorge Soares, Diego N. Brandão:
Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimization Methods. 229-243 - Tiago Correia, Francisco M. Ribeiro, Vítor H. Pinto:
Realistic Model Parameter Optimization: Shadow Robot Dexterous Hand Use-Case. 244-255 - 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. 256-268
Optimization in Control Systems Design
- Alexei Lisitsa, Alexei Vernitski:
On Strong Anti-learning of Parity. 271-279 - André França, Eduardo F. R. Loures, Luísa Jorge, André Mendes:
Sub-system Integration and Health Dashboard for Autonomous Mobile Robots. 280-293 - Nelio Moura de Figueiredo, Maisa Sales GamaTobias, Lucio Carlos Pinheiro Campos Filho, Paulo Afonso:
Optimization Models for Hydrokinetic Energy Generated Downstream of Hydropower Plants. 294-311 - Lenon Diniz Seixas, Fernanda Cristina Corrêa, Hugo Valadares Siqueira, Flavio Trojan, Paulo Afonso:
Vehicle Industry Big Data Analysis Using Clustering Approaches. 312-325 - 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. 326-342 - Gabriel Turinici:
Deep Conditional Measure Quantization. 343-354 - Luiz E. Luiz, Fábio Rizental Coutinho, João Paulo Teixeira:
ECG and sEMG Conditioning and Wireless Transmission with a Biosignal Acquisition Board. 355-367 - Bruno Silva, Luiz Guerreiro Lopes:
An Efficient GPU Parallelization of the Jaya Optimization Algorithm and Its Application for Solving Large Systems of Nonlinear Equations. 368-381
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