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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Advanced Analytics and Learning on Temporal Data
• Subtitle: 10th ECML PKDD Workshop, AALTD 2025, Porto, Portugal, September 19, 2025, Revised Selected Papers
• Author: Vincent Lemaire, Georgiana Ifrim, Anthony Bagnall, Simon Malinowski, Patrick Schäfer, Romain Tavenard
• Language: English
• Binding: Paperback
• Number of pages: 210
• EAN: 9783032155344
• ID: 50043551
• Publisher: Springer, Berlin
• Weight: 326 g
• Dimensions: 235 × 155 mm
• Date of publishing: 15. March 2026

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