Advanced Analytics and Learning on Temporal Data
10th ECML PKDD Workshop, AALTD 2025, Porto, Portugal, September 19, 2025, Revised Selected Papers
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Beschreibung
This book constitutes the revised selected papers of the 10th ECML PKDD workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2025, held in Porto, Portugal, on September 19, 2025.
The 13 full papers presented here were carefully reviewed and selected from 22 submissions. The papers focus on the following topics: Clustering and Analysis of Time Series; Forecasting and Prediction; Analysis and Processing of Time Series; Models and Approaches Based on Deep Learning and LLMs; Time Series Classification; Augmentation, Imputation, and Preprocessing Techniques.
Autor*in
Vincent Lemaire
Themen in »Advanced Analytics and Learning on Temporal Data«
Mathematics of computing Time series analysis Information systems Spatial-temporal systems Data mining Data streaming Computing methodologies Supervised learning by classification Classification and regression trees Batch learning Instance-based learning Boosting Forecasting