Optimization, Learning Algorithms and Applications (eBook, PDF)

5th International Conference, OL2A 2025, Sesti Levante, Italy, April 28-30, 2025, Proceedings, Part I
Redaktion: Pereira, Ana I.; Lopes, Rui P.; Oneto, Luca; Pacheco, Maria F.; Lima, José; Teixeira, João P.; Coelho, João P.; Fernandes, Florbela P.

• Format: PDF

Produktbeschreibung

The two-volume set CCIS 2617 and 2618 constitutes the refereed post-conference proceedings of the 5th International Conference on Optimization, Learning Algorithms and Applications, OL2A 2025, held in Sesti Levante, Italy, during April 28-30, 2025.

The 38 revised full papers presented in these proceedings were carefully reviewed and selected from 92 submissions. The papers are organized in the following topical sections:

Part I: Optimization; Optimization in Control Systems Design; Artificial Intelligence in Healthcare and Medicine; and Deep Learning.

Part II: Optimization in the SDG context; Machine Learning; and Machine Learning and Artificial Intelligence in Robotics.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 315
• Erscheinungstermin: 30. September 2025
• Englisch
• ISBN-13: 9783032001375
• Artikelnr.: 75557196

Inhaltsangabe

.- Optimization.

.- On the impact of message brokers implementations in the choreography of microservices.

.- Integrating Aging-Awareness into Price-Optimized PV-Battery Controllers Using Stochastic Dynamic Programming.

.- Intelligent Inventory Rotation and Revenue Optimization Using Integer Linear Programming: A Coffee Shop Case Study.

.- Optimizing E-Learning with MoodleCloud: A Framework for Individualized Learning Paths.

.- Decision support system for scheduling vehicle maintenance and repair activities in an automotive repair shop.

.- Optimization in Control Systems Design.

.- An OpenModelica package for BELBIC.

.- Performance Benchmarking of OR-Tools Methods for Capacitated Vehicle Routing Problems with Time Windows.

.- The Impact of Data Representation on Predicting Aircraft Component Removals.

.- Risk-Aware Optimal Camera Placement for Forest Fire Detection and Monitoring.

.- Shadow Dexterous Hand: Kinematic Retargeting Algorithms Comparison.

.- Improved Performance of Stochastic Gradients with Gaussian Smoothing.

.- Artificial Intelligence in Healthcare and Medicine.

.- Schizophrenia Diagnosis Support with Spectral and Cepstral Features of Speech.

.- Influence of Habits and Comorbidities on Liver Disease.

.- Interconnection Between Lifestyle, Health, and Academic Outcomes: an Analysis on Study Habits and Well-being.

.- Classification of Breast Cancer Subtypes Using Machine and Deep Learning on Gene Expression Data with Hyperparameter Optimization.

.- Forecasting COVID-19 in European Countries Using Long Short-Term Memory.

.- A classifier based on neural network and differential evolution algorithm for hepatitis prediction.