LEADER 03313nam 22005295 450 001 9910682565603321 005 20251121144903.0 010 $a9783031243783 010 $a3031243781 024 7 $a10.1007/978-3-031-24378-3 035 $a(MiAaPQ)EBC7217828 035 $a(Au-PeEL)EBL7217828 035 $a(OCoLC)1373987751 035 $a(DE-He213)978-3-031-24378-3 035 $a(PPN)269092463 035 $a(CKB)26291140600041 035 $a(EXLCZ)9926291140600041 100 $a20230320d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvanced Analytics and Learning on Temporal Data $e7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19?23, 2022, Revised Selected Papers /$fedited by Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony Bagnall, Patrick Shafer, Vincent Lemaire 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (209 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13812 311 08$aPrint version: Guyet, Thomas Advanced Analytics and Learning on Temporal Data Cham : Springer International Publishing AG,c2023 9783031243776 320 $aIncludes bibliographical references and index. 327 $aOral 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. 330 $aThis book constitutes the refereed proceedings of the 7th ECML PKDD Workshop, AALTD 2022, held in Grenoble, France, during September 19?23, 2022. The 12 full papers included in this book were carefully reviewed and selected from 21 submissions. They were organized in topical sections as follows: Oral presentation and poster presentation. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13812 606 $aArtificial intelligence 606 $aArtificial Intelligence 615 0$aArtificial intelligence. 615 14$aArtificial Intelligence. 676 $a006.31 676 $a006.31 702 $aGuyet$b Thomas 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910682565603321 996 $aAdvanced Analytics and Learning on Temporal Data$93083342 997 $aUNINA