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Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms
Gomes Mantovani, Rafael, Horváth, Tomáš, Rossi, André L. D., Cerri, Ricardo, Barbon Junior, Sylvio, Vanschoren, Joaquin, Carvalho, André C. P. L. F. de
Published in Data mining and knowledge discovery (01.05.2024)
Published in Data mining and knowledge discovery (01.05.2024)
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NICE: an algorithm for nearest instance counterfactual explanations
Brughmans, Dieter, Leyman, Pieter, Martens, David
Published in Data mining and knowledge discovery (01.09.2024)
Published in Data mining and knowledge discovery (01.09.2024)
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Controlling hallucinations at word level in data-to-text generation
Rebuffel, Clement, Roberti, Marco, Soulier, Laure, Scoutheeten, Geoffrey, Cancelliere, Rossella, Gallinari, Patrick
Published in Data mining and knowledge discovery (01.01.2022)
Published in Data mining and knowledge discovery (01.01.2022)
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Graph convolutional networks for traffic forecasting with missing values
Zuo, Jingwei, Zeitouni, Karine, Taher, Yehia, Garcia-Rodriguez, Sandra
Published in Data mining and knowledge discovery (01.03.2023)
Published in Data mining and knowledge discovery (01.03.2023)
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The grammar of interactive explanatory model analysis
Baniecki, Hubert, Parzych, Dariusz, Biecek, Przemyslaw
Published in Data mining and knowledge discovery (01.09.2024)
Published in Data mining and knowledge discovery (01.09.2024)
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Visual analysis of pressure in football
Andrienko, Gennady, Andrienko, Natalia, Budziak, Guido, Dykes, Jason, Fuchs, Georg, von Landesberger, Tatiana, Weber, Hendrik
Published in Data mining and knowledge discovery (01.11.2017)
Published in Data mining and knowledge discovery (01.11.2017)
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Ensemble-based community detection in multilayer networks
Tagarelli, Andrea, Amelio, Alessia, Gullo, Francesco
Published in Data mining and knowledge discovery (01.09.2017)
Published in Data mining and knowledge discovery (01.09.2017)
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Generalized random shapelet forests
Karlsson, Isak, Papapetrou, Panagiotis, Boström, Henrik
Published in Data mining and knowledge discovery (01.09.2016)
Published in Data mining and knowledge discovery (01.09.2016)
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Anomaly detection by robust statistics
Rousseeuw, Peter J., Hubert, Mia
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.03.2018)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.03.2018)
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Optimizing dynamic time warping’s window width for time series data mining applications
Dau, Hoang Anh, Silva, Diego Furtado, Petitjean, François, Forestier, Germain, Bagnall, Anthony, Mueen, Abdullah, Keogh, Eamonn
Published in Data mining and knowledge discovery (01.07.2018)
Published in Data mining and knowledge discovery (01.07.2018)
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Grouped feature importance and combined features effect plot
Au, Quay, Herbinger, Julia, Stachl, Clemens, Bischl, Bernd, Casalicchio, Giuseppe
Published in Data mining and knowledge discovery (01.07.2022)
Published in Data mining and knowledge discovery (01.07.2022)
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