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@inproceedings{DBLP:conf/aaltd/BaruahO23,
author = {Rashmi Dutta Baruah and
Mario Mu{\~{n}}oz Organero},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Exploiting Context and Attention Using Recurrent Neural Network for
Sensor Time Series Prediction},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {243--259},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_16},
doi = {10.1007/978-3-031-49896-1\_16},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/BaruahO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/BennettA23,
author = {Luca A. Bennett and
Zahraa S. Abdallah},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {{RED} CoMETS: An Ensemble Classifier for Symbolically Represented
Multivariate Time Series},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {76--91},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_6},
doi = {10.1007/978-3-031-49896-1\_6},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/BennettA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/DashBBSBF23,
author = {Bidya Dash and
Shreyas Bilagi and
Jasmin Breitenstein and
Volker Schomerus and
Thorsten Bagdonat and
Tim Fingscheidt},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Deep Long Term Prediction for Semantic Segmentation in Autonomous
Driving},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {92--112},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_7},
doi = {10.1007/978-3-031-49896-1\_7},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/DashBBSBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/DhariyalNI23,
author = {Bhaskar Dhariyal and
Thach Le Nguyen and
Georgiana Ifrim},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Back to Basics: {A} Sanity Check on Modern Time Series Classification
Algorithms},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {205--229},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_14},
doi = {10.1007/978-3-031-49896-1\_14},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/DhariyalNI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/ErmshausSBGILLLM23,
author = {Arik Ermshaus and
Patrick Sch{\"{a}}fer and
Anthony J. Bagnall and
Thomas Guyet and
Georgiana Ifrim and
Vincent Lemaire and
Ulf Leser and
Colin Leverger and
Simon Malinowski},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Human Activity Segmentation Challenge @ ECML/PKDD'23},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {3--13},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_1},
doi = {10.1007/978-3-031-49896-1\_1},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/ErmshausSBGILLLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/FiebackDSG23,
author = {Laura Fieback and
Bidya Dash and
Jakob Spiegelberg and
Hanno Gottschalk},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Temporal Performance Prediction for Deep Convolutional Long Short-Term
Memory Networks},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {145--158},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_10},
doi = {10.1007/978-3-031-49896-1\_10},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/FiebackDSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/Haranczyk23,
author = {Grzegorz Haranczyk},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Change Points Detection in Multivariate Signal Applied to Human Activity
Segmentation},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {14--24},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_2},
doi = {10.1007/978-3-031-49896-1\_2},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/Haranczyk23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/HillsTL23,
author = {Anthony Hills and
Adam Tsakalidis and
Maria Liakata},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Time-Aware Predictions of Moments of Change in Longitudinal User Posts
on Social Media},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {293--305},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_19},
doi = {10.1007/978-3-031-49896-1\_19},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/HillsTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/HolderGB23,
author = {Christopher Holder and
David Guijo{-}Rubio and
Anthony J. Bagnall},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Clustering Time Series with k-Medoids Based Algorithms},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {39--55},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_4},
doi = {10.1007/978-3-031-49896-1\_4},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/HolderGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/HuangZYZ23,
author = {Ting{-}Ji Huang and
Qi{-}Le Zhou and
Han{-}Jia Ye and
De{-}Chuan Zhan},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Change Point Detection via Synthetic Signals},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {25--35},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_3},
doi = {10.1007/978-3-031-49896-1\_3},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/HuangZYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/ImaniS23,
author = {Shima Imani and
Harsh Shrivastava},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {tGLAD: {A} Sparse Graph Recovery Based Approach for Multivariate Time
Series Segmentation},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {176--189},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_12},
doi = {10.1007/978-3-031-49896-1\_12},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/ImaniS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/IsmailFawazFPDWBWF23,
author = {Ali Ismail{-}Fawaz and
Hassan Ismail Fawaz and
Fran{\c{c}}ois Petitjean and
Maxime Devanne and
Jonathan Weber and
Stefano Berretti and
Geoffrey I. Webb and
Germain Forestier},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW
Barycenter Averaging},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {127--142},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_9},
doi = {10.1007/978-3-031-49896-1\_9},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/IsmailFawazFPDWBWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/JinUN23,
author = {Changhong Jin and
John Upton and
Brian Mac Namee},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Do Cows Have Fingerprints? Using Time Series Techniques and Milk Flow
Profiles to Characterise Cow Milking Performance and Detect Health
Issues},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {230--242},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_15},
doi = {10.1007/978-3-031-49896-1\_15},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/JinUN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/MacKinnonA23,
author = {Christopher MacKinnon and
Robert Atkinson},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Designing a New Search Space for Multivariate Time-Series Neural Architecture
Search},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {190--204},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_13},
doi = {10.1007/978-3-031-49896-1\_13},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/MacKinnonA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/MiddlehurstB23,
author = {Matthew Middlehurst and
Anthony J. Bagnall},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Extracting Features from Random Subseries: {A} Hybrid Pipeline for
Time Series Classification and Extrinsic Regression},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {113--126},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_8},
doi = {10.1007/978-3-031-49896-1\_8},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/MiddlehurstB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/OuerkVY23,
author = {Sara Yasmine Ouerk and
Olivier Vo Van and
Mouadh Yagoubi},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Rail Crack Propagation Forecasting Using Multi-horizons RNNs},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {260--275},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_17},
doi = {10.1007/978-3-031-49896-1\_17},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/OuerkVY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/RubattuMC23,
author = {Nicol{\`{o}} Rubattu and
Gabriele Maroni and
Giorgio Corani},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic
LightGBM and Temporal Hierarchies},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {276--292},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_18},
doi = {10.1007/978-3-031-49896-1\_18},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/RubattuMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/SerramazzaNNI23,
author = {Davide Italo Serramazza and
Thu Trang Nguyen and
Thach Le Nguyen and
Georgiana Ifrim},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Evaluating Explanation Methods for Multivariate Time Series Classification},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {159--175},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_11},
doi = {10.1007/978-3-031-49896-1\_11},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/SerramazzaNNI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/ShiMSSN23,
author = {Jimeng Shi and
Rukmangadh Myana and
Vitalii Stebliankin and
Azam Shirali and
Giri Narasimhan},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Explainable Parallel {RCNN} with Novel Feature Representation for
Time Series Forecasting},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {56--75},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_5},
doi = {10.1007/978-3-031-49896-1\_5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/ShiMSSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaltd/2023,
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1},
doi = {10.1007/978-3-031-49896-1},
isbn = {978-3-031-49895-4},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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