Optimization, Learning Algorithms and Applications : Third International Conference, OL2A 2023, Ponta Delgada, Portugal, September 27–29, 2023, Revised Selected Papers, Part II / edited by Ana I. Pereira, Armando Mendes, Florbela P. Fernandes, Maria F. Pacheco, João P. Coelho, José Lima.

Format:

Book

Contributor:

Pereira, Ana I., editor.

Series:

Communications in Computer and Information Science, 1865-0937 ; 1982

Language:

English

Subjects (All):

Artificial intelligence.

Computer engineering.

Computer networks.

Software engineering.

Artificial Intelligence.

Computer Engineering and Networks.

Software Engineering.

Computer Communication Networks.

Local Subjects:

Artificial Intelligence.

Computer Engineering and Networks.

Software Engineering.

Computer Communication Networks.

Physical Description:

1 online resource (0 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This two-volume set CCIS 1981 and 1982 constitutes the refereed post-conference proceedings of the Third International Conference on Optimization, Learning Algorithms and Applications, OL2A 2023, held in Ponta Delgada, Portugal, in September 2023. The 66 revised full papers presented in these proceedings were carefully reviewed and selected from 162 submissions. The papers are organized in the following topical sections: Volume I: Machine learning; learning algorithms in engineering education; machine learning and data analysis in internet of things; optimization; optimization in the SDG context. Volume II: Computer vision based on learning algorithms; machine learning and AI in robotics; optimization in control systems design.

Contents:

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. .

Other Format:

Print version: Pereira, Ana I. Optimization, Learning Algorithms and Applications

ISBN:

3-031-53036-5