Optimization, Learning Algorithms and Applications
portes grátis
Optimization, Learning Algorithms and Applications
Third International Conference, OL2A 2023, Ponta Delgada, Portugal, September 27-29, 2023, Revised Selected Papers, Part II
Fernandes, Florbela P.; Pacheco, Maria F.; Pereira, Ana I.; Lima, Jose; Mendes, Armando; Coelho, Joao P.
Springer International Publishing AG
02/2024
385
Mole
Inglês
9783031530357
15 a 20 dias
Descrição não disponível.
?Computer Vision Based on Learning Algorithms.- Assessing the Reliability of AI-based Angle Detection for Shoulder and Elbow Rehabilitation.- Movement Pattern Recognition in Boxing Using Raw Inertial Measurements.- An Evaluation of Image Preprocessing in Skin Lesions Detection.- Pest Detection in Olive Groves Using YOLOv7 and YOLOv8 Models.- An Artificial Intelligence-Based Method to Identify the Stage of Maturation in Olive Oil Mills.- Enhancing Forest Fire Detection and Monitoring through Satellite Image Recognition: A Comparative Analysis of Classification Algorithms Using Sentinel-2 Data.- Assessing the 3D Position of a Car with a Single 2D Camera using Siamese Networks.- Deep Learning-based Hip Detection in Pelvic Radiographs.- Using LiDAR Data as Image for AI to Recognize Objects in the Mobile Robot Operational Environment.- Adaptive Convolutional Neural Network for Predicting Steering Angle and Acceleration on Autonomous Driving Scenario.- Deep Learning-Based Classification and Quantification of Emulsion Droplets: A YOLOv7 Approach.- Identification of Late Blight in Potato Leaves using Image Processing and Machine Learning.- Machine Learning and AI in Robotics.- Deep Learning-Based Localization Approach for Autonomous Robots in the RobotAtFactory 4.0 Competition.- Deep Learning and Machine Learning Techniques Applied to Speaker Identification on Small Datasets.- Impact of EMG Signal Filters on Machine Learning Model Training: A Comparison with Clustering on Raw Signal.- Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimization Methods.- Realistic Model Parameter Optimization: Shadow Robot Dexterous Hand Use - Case.- Performance of Heuristics for Classifying Leftovers from Cutting Stock Problem.- Optimization in Control Systems Design.- On Strong Anti-Learning of Parity.- Sub-system Integrationand Health Dashboard for Autonomous Mobile Robots.- Optimization Models for Hydrokinetic Energy Generated Downstream of Hydropower Plants.- Vehicle Industry Big Data Analysis using Clustering Approaches.- Multi-Objective Optimal Sizing of an AC/DC Grid Connected Microgrid System.- Deep Conditional Measure Quantization.- ECG and sEMG Conditioning and Wireless Transmission with a Biosignal Acquisition Board.- An Efficient GPU Parallelization of the Jaya Optimization Algorithm and Its Application for Solving Large Systems of Nonlinear Equations.
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artificial intelligence;applied computing;computer networks;computer systems;computer vision;correlation analysis;optimization;Human-Computer Interaction (HCI);image processing;learning;machine learning;deep learning;network protocols;computer graphics;signal processing;software design;software engineering;data analysis;collaborative and social computing;modeling and simulation
?Computer Vision Based on Learning Algorithms.- Assessing the Reliability of AI-based Angle Detection for Shoulder and Elbow Rehabilitation.- Movement Pattern Recognition in Boxing Using Raw Inertial Measurements.- An Evaluation of Image Preprocessing in Skin Lesions Detection.- Pest Detection in Olive Groves Using YOLOv7 and YOLOv8 Models.- An Artificial Intelligence-Based Method to Identify the Stage of Maturation in Olive Oil Mills.- Enhancing Forest Fire Detection and Monitoring through Satellite Image Recognition: A Comparative Analysis of Classification Algorithms Using Sentinel-2 Data.- Assessing the 3D Position of a Car with a Single 2D Camera using Siamese Networks.- Deep Learning-based Hip Detection in Pelvic Radiographs.- Using LiDAR Data as Image for AI to Recognize Objects in the Mobile Robot Operational Environment.- Adaptive Convolutional Neural Network for Predicting Steering Angle and Acceleration on Autonomous Driving Scenario.- Deep Learning-Based Classification and Quantification of Emulsion Droplets: A YOLOv7 Approach.- Identification of Late Blight in Potato Leaves using Image Processing and Machine Learning.- Machine Learning and AI in Robotics.- Deep Learning-Based Localization Approach for Autonomous Robots in the RobotAtFactory 4.0 Competition.- Deep Learning and Machine Learning Techniques Applied to Speaker Identification on Small Datasets.- Impact of EMG Signal Filters on Machine Learning Model Training: A Comparison with Clustering on Raw Signal.- Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimization Methods.- Realistic Model Parameter Optimization: Shadow Robot Dexterous Hand Use - Case.- Performance of Heuristics for Classifying Leftovers from Cutting Stock Problem.- Optimization in Control Systems Design.- On Strong Anti-Learning of Parity.- Sub-system Integrationand Health Dashboard for Autonomous Mobile Robots.- Optimization Models for Hydrokinetic Energy Generated Downstream of Hydropower Plants.- Vehicle Industry Big Data Analysis using Clustering Approaches.- Multi-Objective Optimal Sizing of an AC/DC Grid Connected Microgrid System.- Deep Conditional Measure Quantization.- ECG and sEMG Conditioning and Wireless Transmission with a Biosignal Acquisition Board.- An Efficient GPU Parallelization of the Jaya Optimization Algorithm and Its Application for Solving Large Systems of Nonlinear Equations.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
artificial intelligence;applied computing;computer networks;computer systems;computer vision;correlation analysis;optimization;Human-Computer Interaction (HCI);image processing;learning;machine learning;deep learning;network protocols;computer graphics;signal processing;software design;software engineering;data analysis;collaborative and social computing;modeling and simulation
