Advanced Analytics and Learning on Temporal Data 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers
tarafından
 
Guyet, Thomas. editor.

Başlık
Advanced Analytics and Learning on Temporal Data 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers

Yazar
Guyet, Thomas. editor.

ISBN
9783031243783

Basım Bilgisi
1st ed. 2023.

Fiziksel Tanımlama
XVI, 197 p. 86 illus., 58 illus. in color. online resource.

Seri
Lecture Notes in Artificial Intelligence, 13812

İçerik
Oral Presentation -- Adjustable Context-aware Transformer -- Clustering of time series based on forecasting performance of global models -- Experimental study of time series forecasting methods for groundwater level prediction -- Fast Time Series Classification with Random Symbolic Subsequences -- RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection -- Window Size Selection In Unsupervised Time Series Analytics: A Review and Benchmark -- Poster Presentation -- Application of Attention mechanism combined with Long Short-Term Memory for forecasting Dissolved Oxygen in Ganga River -- Data Augmentation for Time Series Classification with Deep Learning -- Dimension selection strategies for multivariate time series classification with HIVE-COTEv2.0 -- EDGAR: Embedded Detection of Gunshots by AI in Real-time -- Identification of the Best Accelerometer Features and Time-scale to Detect Disturbances in Calves -- ODIN AD: a frameworksupporting the life-cycle of time series anomaly detection applications.

Yazar Ek Girişi
Guyet, Thomas.
 
Ifrim, Georgiana.
 
Malinowski, Simon.
 
Bagnall, Anthony.
 
Shafer, Patrick.
 
Lemaire, Vincent.

Tüzel Kişi Ek Girişi
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-031-24378-3


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