04490nam 22007575 450 99669166380331620251004130433.03-032-05962-310.1007/978-3-032-05962-8(MiAaPQ)EBC32327733(Au-PeEL)EBL32327733(CKB)41543254500041(DE-He213)978-3-032-05962-8(EXLCZ)994154325450004120251004d2026 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierMachine Learning and Knowledge Discovery in Databases. Research Track European Conference, ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Proceedings, Part I /edited by Rita P. Ribeiro, Bernhard Pfahringer, Nathalie Japkowicz, Pedro Larrañaga, Alípio M. Jorge, Carlos Soares, Pedro H. Abreu, João Gama1st ed. 2026.Cham :Springer Nature Switzerland :Imprint: Springer,2026.1 online resource (905 pages)Lecture Notes in Artificial Intelligence,2945-9141 ;160133-032-05961-5 This multi-volume set, LNAI 16013 to LNAI 16022, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2025, held in Porto, Portugal, September 15–19, 2025. The 300 full papers presented here, together with 15 demo papers, were carefully reviewed and selected from 1253 submissions. The papers presented in these proceedings are from the following three conference tracks: The Research Track in Volume LNAI 16013-16020 refers about Anomaly & Outlier Detection, Bias & Fairness, Causality, Clustering, Data Challenges, Diffusion Models, Ensemble Learning, Graph Neural Networks, Graphs & Networks, Healthcare & Bioinformatics, Images & Computer Vision, Interpretability & Explainability, Large Language Models, Learning Theory, Multimodal Data, Neuro Symbolic Approaches, Optimization, Privacy & Security, Recommender Systems, Reinforcement Learning, Representation Learning, Resource Efficiency, Robustness & Uncertainty, Sequence Models, Streaming & Spatiotemporal Data, Text & Natural Language Processing, Time Series, and Transfer & Multitask Learning. The Applied Data Science Track in Volume LNAI 16020-16022 refers about Agriculture, Food and Earth Sciences, Education, Engineering and Technology, Finance, Economy, Management or Marketing, Health, Biology, Bioinformatics or Chemistry, Industry (4.0, 5.0, Manufacturing, ...), Smart Cities, Transportation and Utilities (e.g., Energy), Sports, and Web and Social Networks The Demo Track in LNAI 16022 showcased practical applications and prototypes, accepting 15 papers from a total of 30 submissions. These proceedings cover the papers accepted in the research and applied data science tracks.Lecture Notes in Artificial Intelligence,2945-9141 ;16013Artificial intelligenceComputer networksComputersImage processingDigital techniquesComputer visionSoftware engineeringArtificial IntelligenceComputer Communication NetworksComputing MilieuxComputer Imaging, Vision, Pattern Recognition and GraphicsSoftware EngineeringArtificial intelligence.Computer networks.Computers.Image processingDigital techniques.Computer vision.Software engineering.Artificial Intelligence.Computer Communication Networks.Computing Milieux.Computer Imaging, Vision, Pattern Recognition and Graphics.Software Engineering.006.3Ribeiro Rita P1431793Pfahringer Bernhard1758420Japkowicz Nathalie1753142Larrañaga Pedro1849903Jorge Alípio M1849904Soares Carlos961096Abreu Pedro H1431795Gama João1431794MiAaPQMiAaPQMiAaPQBOOK996691663803316Machine Learning and Knowledge Discovery in Databases. Research Track4442703UNISA