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InceptionTime: Finding AlexNet for time series classification
Ismail Fawaz, Hassan, Lucas, Benjamin, Forestier, Germain, Pelletier, Charlotte, Schmidt, Daniel F., Weber, Jonathan, Webb, Geoffrey I., Idoumghar, Lhassane, Muller, Pierre-Alain, Petitjean, François
Published in Data mining and knowledge discovery (01.11.2020)
Published in Data mining and knowledge discovery (01.11.2020)
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Deep learning for time series classification: a review
Ismail Fawaz, Hassan, Forestier, Germain, Weber, Jonathan, Idoumghar, Lhassane, Muller, Pierre-Alain
Published in Data mining and knowledge discovery (01.07.2019)
Published in Data mining and knowledge discovery (01.07.2019)
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The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances
Ruiz, Alejandro Pasos, Flynn, Michael, Large, James, Middlehurst, Matthew, Bagnall, Anthony
Published in Data mining and knowledge discovery (01.03.2021)
Published in Data mining and knowledge discovery (01.03.2021)
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Benchmarking and survey of explanation methods for black box models
Bodria, Francesco, Giannotti, Fosca, Guidotti, Riccardo, Naretto, Francesca, Pedreschi, Dino, Rinzivillo, Salvatore
Published in Data mining and knowledge discovery (01.09.2023)
Published in Data mining and knowledge discovery (01.09.2023)
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Algorithmic fairness datasets: the story so far
Fabris, Alessandro, Messina, Stefano, Silvello, Gianmaria, Susto, Gian Antonio
Published in Data mining and knowledge discovery (01.11.2022)
Published in Data mining and knowledge discovery (01.11.2022)
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Graph based anomaly detection and description: a survey
Akoglu, Leman, Tong, Hanghang, Koutra, Danai
Published in Data mining and knowledge discovery (01.05.2015)
Published in Data mining and knowledge discovery (01.05.2015)
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A survey of community detection methods in multilayer networks
Huang, Xinyu, Chen, Dongming, Ren, Tao, Wang, Dongqi
Published in Data mining and knowledge discovery (01.01.2021)
Published in Data mining and knowledge discovery (01.01.2021)
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On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
Campos, Guilherme O., Zimek, Arthur, Sander, Jörg, Campello, Ricardo J. G. B., Micenková, Barbora, Schubert, Erich, Assent, Ira, Houle, Michael E.
Published in Data mining and knowledge discovery (01.07.2016)
Published in Data mining and knowledge discovery (01.07.2016)
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Characterizing concept drift
Webb, Geoffrey I., Hyde, Roy, Cao, Hong, Nguyen, Hai Long, Petitjean, Francois
Published in Data mining and knowledge discovery (01.07.2016)
Published in Data mining and knowledge discovery (01.07.2016)
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A review on distance based time series classification
Abanda, Amaia, Mori, Usue, Lozano, Jose A.
Published in Data mining and knowledge discovery (01.03.2019)
Published in Data mining and knowledge discovery (01.03.2019)
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Proximity Forest: an effective and scalable distance-based classifier for time series
Lucas, Benjamin, Shifaz, Ahmed, Pelletier, Charlotte, O’Neill, Lachlan, Zaidi, Nayyar, Goethals, Bart, Petitjean, François, Webb, Geoffrey I.
Published in Data mining and knowledge discovery (01.05.2019)
Published in Data mining and knowledge discovery (01.05.2019)
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TS-CHIEF: a scalable and accurate forest algorithm for time series classification
Shifaz, Ahmed, Pelletier, Charlotte, Petitjean, François, Webb, Geoffrey I.
Published in Data mining and knowledge discovery (01.05.2020)
Published in Data mining and knowledge discovery (01.05.2020)
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