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portada Advanced Analytics and Learning on Temporal Data: 10th Ecml Pkdd Workshop, Aaltd 2025, Porto, Portugal, September 19, 2025, Revised Selected Papers
Type
Physical Book
Publisher
Author
Language
English
Pages
215
Format
Paperback
Dimensions
23.4x15.6x1.2 cm
ISBN13
9783032155344

Advanced Analytics and Learning on Temporal Data: 10th Ecml Pkdd Workshop, Aaltd 2025, Porto, Portugal, September 19, 2025, Revised Selected Papers

Lemaire, Vincent; Ifrim, Georgiana; Bagnall, Anthony (Author) · Springer · Paperback

Advanced Analytics and Learning on Temporal Data: 10th Ecml Pkdd Workshop, Aaltd 2025, Porto, Portugal, September 19, 2025, Revised Selected Papers - Lemaire, Vincent; Ifrim, Georgiana; Bagnall, Anthony

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Synopsis "Advanced Analytics and Learning on Temporal Data: 10th Ecml Pkdd Workshop, Aaltd 2025, Porto, Portugal, September 19, 2025, Revised Selected Papers"

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.

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