LEADER 04870nam 22007455 450 001 9911046553303321 005 20251001130455.0 010 $a3-032-00140-4 024 7 $a10.1007/978-3-032-00140-5 035 $a(MiAaPQ)EBC32323722 035 $a(Au-PeEL)EBL32323722 035 $a(CKB)41528768500041 035 $a(DE-He213)978-3-032-00140-5 035 $a(EXLCZ)9941528768500041 100 $a20251001d2026 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aOptimization, Learning Algorithms and Applications $e5th International Conference, OL2A 2025, Sesti Levante, Italy, April 28?30, 2025, Proceedings, Part II /$fedited by Ana I. Pereira, Florbela P. Fernandes, Joćo P. Coelho, Joćo P. Teixeira, José Lima, Maria F. Pacheco, Luca Oneto, Rui P. Lopes 205 $a1st ed. 2026. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026. 215 $a1 online resource (384 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2618 311 08$a3-032-00139-0 327 $a -- Optimization in the SDG context. -- Application of Continuous and Periodic Review Models to Optimize Inventory Management in Dynamic Demand Scenarios. -- Social Context in Fake News Diffusion. -- Integrating Renewable Energy into Sustainability Metrics: a multicriteria decision. -- A Secure Architecture for Supply-chain Orders Exchange between Textile and Clothing Companies. -- Machine Learning. -- Partial Knowledge Predictive Models for Hydrocarbon Storage. -- Districting Methods for Water Distribution Network. -- Enhancing Soil Organic Carbon Prediction: A Machine Learning Approach with Outlier Removal. -- A Personalized Math Learning Experience with Clustering and Random Forest Algorithms. -- Macroeconomics' Forecasting using Machine Learning Approaches by Policy Makers: A Case Study Analysis. -- TI-FPCA: Effective and Interpretable Dimensionality Reduction with Transform-Invariant Functional Principal Component Analysis. -- Prediction of Average Power Produced by Wind Turbines Using MLP Neural Networks. -- OML-AD: Online Machine Learning for Anomaly Detection in Time Series Data. -- Machine Learning and Artificial Intelligence in Robotics. -- AI-Powered Tutoring for Personalized Learning. -- Markerless Geometric Inspection Planning based on Greedy Algorithm with Registration Stability Constraint. -- Comparing RL Policies for Robotic Pusher. -- Reward-function design for Discrete and Continuous Mapless Navigation. -- Object Classification using 2D-LiDAR and YOLO for Robot Navigation. 330 $aThe two-volume set CCIS 2617 and 2618 constitutes the refereed post-conference proceedings of the 5th International Conference on Optimization, Learning Algorithms and Applications, OL2A 2025, held in Sesti Levante, Italy, during April 28?30, 2025. The 38 revised full papers presented in these proceedings were carefully reviewed and selected from 92 submissions. The papers are organized in the following topical sections: Part I: Optimization; Optimization in Control Systems Design; Artificial Intelligence in Healthcare and Medicine; and Deep Learning. Part II: Optimization in the SDG context; Machine Learning; and Machine Learning and Artificial Intelligence in Robotics. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2618 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aComputer networks 606 $aComputer engineering 606 $aSoftware engineering 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aComputer Communication Networks 606 $aComputer Engineering and Networks 606 $aSoftware Engineering 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aComputer networks. 615 0$aComputer engineering. 615 0$aSoftware engineering. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aComputer Communication Networks. 615 24$aComputer Engineering and Networks. 615 24$aSoftware Engineering. 676 $a519.6 700 $aPereira$b Ana I$01781486 701 $aFernandes$b Florbela P$01781487 701 $aCoelho$b Joćo P$01781488 701 $aTeixeira$b Joćo P$01781489 701 $aLima$b José$01781490 701 $aPacheco$b Maria F$01781491 701 $aOneto$b Luca$01080855 701 $aLopes$b Rui P$01781492 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911046553303321 996 $aOptimization, Learning Algorithms and Applications$94469123 997 $aUNINA