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9th AALTD@ECML/PKDD 2024, Vilnius, Lithuania

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Vincent Lemaire, Georgiana Ifrim, Anthony J. Bagnall, Thomas Guyet, Simon Malinowski, Patrick Schäfer, Romain Tavenard:
Advanced Analytics and Learning on Temporal Data - 9th ECML PKDD Workshop, AALTD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers. Lecture Notes in Computer Science 15433, Springer 2025, ISBN 978-3-031-77065-4
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Ciaran O'Connor, Steven D. Prestwich, Andrea Visentin:
Conformal Prediction Techniques for Electricity Price Forecasting. 1-17
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Arik Ermshaus, Patrick Schäfer, Ulf Leser:
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSP. 18-34
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  - conf/aaltd/ZahmatkeshZ24
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Samira Zahmatkesh, Philipp Zech:
Comparing the Performance of Recurrent Neural Network and Some Well-Known Statistical Methods in the Case of Missing Multivariate Time Series Data. 35-51
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  - conf/aaltd/AderinolaPDCKBCI24
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Timilehin B. Aderinola, Luca Palmerini, Ilaria D'Ascanio, Lorenzo Chiari, Jochen Klenk, Clemens Becker, Brian Caulfield, Georgiana Ifrim:
Accurate and Efficient Real-World Fall Detection Using Time Series Techniques. 52-79
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  - conf/aaltd/DempsterTMFSW24
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Angus Dempster, Chang Wei Tan, Lynn Miller, Navid Mohammadi Foumani, Daniel F. Schmidt, Geoffrey I. Webb:
Highly Scalable Time Series Classification for Very Large Datasets. 80-95
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  - conf/aaltd/SolanaFU24
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Adrià Solana, Erik Fransén, Gonzalo Uribarri:
Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series Analysis. 96-114
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Michelangelo Olmo Nogara Notarianni, Filippo Leveni, Diego Stucchi, Luca Frittoli, Giacomo Boracchi:
Change Detection in Multivariate Data Streams: Online Analysis with Kernel-QuantTree. 115-130
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Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier:
Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment. 131-146

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