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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 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
Assessing the Reliability of AI-Based Angle Detection for Shoulder and Elbow Rehabilitation. 3-18 - Radoslaw Puchalski
Movement Pattern Recognition in Boxing Using Raw Inertial Measurements. 19-34 - Giuliana M. Silva
An Evaluation of Image Preprocessing in Skin Lesions Detection. 35-49 - Adília Alves
Pest Detection in Olive Groves Using YOLOv7 and YOLOv8 Models. 50-62 - João Mendes
An Artificial Intelligence-Based Method to Identify the Stage of Maturation in Olive Oil Mills. 63-77 - Thadeu Brito
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
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
Using LiDAR Data as Image for AI to Recognize Objects in the Mobile Robot Operational Environment. 118-131 - Ive Vasiljevic
Adaptive Convolutional Neural Network for Predicting Steering Angle and Acceleration on Autonomous Driving Scenario. 132-147 - João Mendes
Deep Learning-Based Classification and Quantification of Emulsion Droplets: A YOLOv7 Approach. 148-163 - Renan Lemes Leepkaln
Identification of Late Blight in Potato Leaves Using Image Processing and Machine Learning. 164-177
Machine Learning and AI in Robotics
- Luan C. Klein
Deep Learning-Based Localization Approach for Autonomous Robots in the RobotAtFactory 4.0 Competition. 181-194 - Enrico Manfron
Deep Learning and Machine Learning Techniques Applied to Speaker Identification on Small Datasets. 195-210 - Ana Barbosa
Impact of EMG Signal Filters on Machine Learning Model Training: A Comparison with Clustering on Raw Signal. 211-228 - Danielle R. Pinna
Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimization Methods. 229-243 - Tiago Correia
Realistic Model Parameter Optimization: Shadow Robot Dexterous Hand Use-Case. 244-255 - Glaucia Maria Bressan
Performance of Heuristics for Classifying Leftovers from Cutting Stock Problem. 256-268
Optimization in Control Systems Design
- Alexei Lisitsa
On Strong Anti-learning of Parity. 271-279 - André França, Eduardo F. R. Loures
Sub-system Integration and Health Dashboard for Autonomous Mobile Robots. 280-293 - Nelio Moura de Figueiredo
Optimization Models for Hydrokinetic Energy Generated Downstream of Hydropower Plants. 294-311 - Lenon Diniz Seixas
Vehicle Industry Big Data Analysis Using Clustering Approaches. 312-325 - Yahia Amoura
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
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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