Advanced Analytics and Learning on Temporal Data

9th ECML PKDD Workshop, AALTD 2024, Vilnius, Lithuania, September 9–13, 2024, Revised Selected Papers

AvVincent Lemaire,Georgiana Ifrim

Häftad, Engelska, 2025

Del 15433 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2025-01-01
Mått:155 x 235 x 9 mm
Vikt:254 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:147
Förlag:Springer International Publishing AG
ISBN:9783031770654

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

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.