Buch, Englisch, 380 Seiten, Format (B × H): 155 mm x 235 mm
6th International Conference, OL2A 2026, Malaga, Spain, June 10–12, 2026, Proceedings, Part II
Buch, Englisch, 380 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Communications in Computer and Information Science
ISBN: 978-3-032-40104-5
Verlag: Springer International Publishing
This two-volume set consists of proceedings of the 6th International Conference on Optimization, Learning Algorithms and Applications, OL2A 2026, held in Malaga, Spain, during June 10–12, 2026.
The 53 revised full papers presented in these proceedings were carefully reviewed and selected from 132 submissions. The papers are organized in the following topical sections:
Part I: Artificial Intelligence in Healthcare and Medicine; Optimization;Data Analysis and Artificial Intelligence for Sustainable Agriculture and Environment.
Part II: Deep Learning;Statistics and Optimization for Data-Driven Decisions; Generative Artificial Intelligenceand Machine Learning.
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Weitere Infos & Material
.- Deep Learning .- Dynamic Difficulty Adjustment in Virtual Reality Rehabilitation Game Through Reinforcement Learning. .- Deep learning applied to European canker detection and segmentation. .- Multi-Model Document Layout Analysis Based on YOLO with OCR Fusion for Structured Newspaper Digitization. .- Automated Norberg Angle Measurement: A Regression Network Approach with Weighted Angular Loss. .- Statistics and Optimization for Data-Driven Decisions .- Graph-based Tracking Algorithm for Musical Tempo Detection. .- Deep Reinforcement Learning for Intelligent Resource Management in Distributed Cloud Systems. .- Training Machine Learning Models on Encrypted Data: A Privacy-Preserving Framework using Homomorphic Encryption. .- Motivations, Perceived Impacts, and Brand Discovery on TikTok: A Quantitative Study of Portuguese Young Adults. .- An Empirical Study of Ensemble Diversity in AutoML for Regression. .- Generative Artificial Intelligence .- CompLiTT: An End-to-End Pipeline for Processing and Summarizing Historical Books. .- RAG for Veterinary Pharmaceuticals: Evaluating Local LLMs in Portuguese. .- Comparative Evaluation of Large Language Models for Synthetic Data Generation: A Multidimensional Analysis of Quality, Diversity, and Privacy. .- Distributed AI Training Platforms: a Comparison. .- AutoXML, AI-based Automatic Annotation of Documents. .- Mitigating Catastrophic Forgetting in Lifelong Knowledge Editing via Persistent Adam. .- Generative Diffusion Models for Probabilistic Electric-Vehicle Charging Session Forecasting. .- Machine Learning .- Assessment of Logistics Performance in European Union Countries. .- Evolutionary Hyperparameter Optimization of Neural Networks in Smart Grid Applications. .- A Constrained DBSCAN Algorithm for Insect Facility Location under Data-Scarce Conditions. .- Optimizing Student Roommate Compatibility Using a Genetic Algorithm Hybridized with Reinforcement Learning. .- Impact of Synthetic Data Composition on Deep Learning Models for Robotic Visual Inspection. .- Forecasting Television Audiences: A Comparative Study of Machine Learning Models. .- Facial Expression Recognition with CNNs and Vision Transformers: Full Images, Landmarks, and a Hybrid Method on FER-2013, FER+ and RAF-DB. .- Surrogate-assisted optimization with adaptive hypervolume-controlled fidelity scheduling for renewable energy community design.
