03215nam 22005775 450 99664126950331620250626164030.09783031770661303177066810.1007/978-3-031-77066-1(CKB)37122156900041(MiAaPQ)EBC31868085(Au-PeEL)EBL31868085(DE-He213)978-3-031-77066-1(OCoLC)1490380309(EXLCZ)993712215690004120250101d2025 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierAdvanced Analytics and Learning on Temporal Data 9th ECML PKDD Workshop, AALTD 2024, Vilnius, Lithuania, September 9–13, 2024, Revised Selected Papers /edited by Vincent Lemaire, Georgiana Ifrim, Anthony Bagnall, Thomas Guyet, Simon Malinowski, Patrick Schäfer, Romain Tavenard1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (156 pages)Lecture Notes in Artificial Intelligence,2945-9141 ;154339783031770654 303177065X Conformal Prediction Techniques for Electricity Price Forecasting -- Multivariate Human Activity Segmentation Systematic Benchmark with ClaSP -- Comparing the Performance of Recurrent Neural Network and Some Well Known Statistical Methods in the Case of Missing Multivariate Time Series Data -- Accurate and Efficient Real World Fall Detection Using Time Series Techniques -- Highly Scalable Time Series Classification for Very Large Datasets -- Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble An Improved ROCKET Algorithm for Multivariate Time Series Analysis -- Change Detection in Multivariate data streams Online Analysis with Kernel QuantTree -- Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment.This book constitutes the refereed proceedings of the 9th ECML PKDD workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2024, held in Vilnius, Lithuania, during September 9-13, 2024. The 8 full papers presented here were carefully reviewed and selected from 15 submissions. The papers focus on recent advances in Temporal Data Analysis, Metric Learning, Representation Learning, Unsupervised Feature Extraction, Clustering, and Classification.Lecture Notes in Artificial Intelligence,2945-9141 ;15433Artificial intelligenceArtificial IntelligenceArtificial intelligence.Artificial Intelligence.006.3Lemaire Vincent1460554Ifrim Georgiana1460549Bagnall Anthony1460551Guyet Thomas1380137Malinowski Simon1460553Schäfer Patrick1783566Tavenard Romain1460550MiAaPQMiAaPQMiAaPQBOOK996641269503316Advanced Analytics and Learning on Temporal Data4311425UNISA