Optimization, Learning Algorithms and Applications

5th International Conference, OL2A 2025, Sesti Levante, Italy, April 28-30, 2025, Proceedings, Part I
Erscheinungsjahr 2025
ISBN: 978-3-032-00136-8
Verlag: Springer

Buch, Englisch, 315 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 505 g

Reihe: Communications in Computer and Information Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Pereira, Ana I.

Fernandes, Florbela P.

Coelho, João P.

Teixeira, João P.

Lima, José

Pacheco, Maria F.

Oneto, Luca

Lopes, Rui P.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

.- 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.