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Advances in Data Analysis and Classification

IF1.3
Papers30
Citations883
Journal Papers 30
Publication Date
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A local depth based clustering procedure
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-04-01
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PREAI
deleteFernandez-Piana, Lucas; Svarc, Marcela
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An efficient incremental algorithm for clustering large datasets
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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PREAI
deleteLampainen, Jenni; Joki, Kaisa; Karmitsa, Napsu; Makela, Marko M.
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Independent component analysis by robust distance correlation
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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PREAI
deleteLeyder, Sarah; Raymaekers, Jakob; Rousseeuw, Peter J.; Van Deuren, Tom; Verdonck, Tim
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Imbalanced data learning in defect prediction: a weighted loss function approach for neural networks
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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PREAI
deleteMalhotra, Ruchika; Cherukuri, Madhukar
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A space-filling sampling approach for collective classification of social media data
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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PREAI
deletedel Gobbo, Emiliano; Fontanella, Lara; Ippoliti, Luigi; Di Zio, Simone; Fontanella, Sara; Cucco, Alex
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Flexible tree-structured regression for clustered data with an application to quality of life in older adults
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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PREAI
deleteSpuck, Nikolai; Schmid, Matthias; Berger, Moritz
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An effective differentiable clustering approach for human activity recognition
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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deleteBouguelia, Mohamed-Rafik
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Editorial for ADAC issue 1 of volume 20 (2026)
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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PREAI
deleteLausen, Berthold; Vichi, Maurizio
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Randomized smart subset selection for high-dimensional generalized linear models with false positive control
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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PREAI
deleteRios, Nicholas; Tong, Zhaoxue
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Model-based clustering using a new mixture of circular regressions
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-03-01
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PREAI
deleteSkhosana, Sphiwe B.; Rad, Najmeh Nakhaei
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In the interior or on the boundary? Testing equality of the MLE and empirical estimator in mixtures of binomials
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-02-01
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PREAI
deleteBalabdadoui, Fadoua; Besdziek, Harald
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Integrating granular data into a multilayer network: an interbank model of the euro area for systemic risk assessment
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-02-01
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PREAI
deleteAarab, Ilias; Gottron, Thomas; Colombo, Andrea; Reddig, Jorg; Ianiro, Annalaura
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A decision tree analysis for longitudinal measurement data and its applications
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IF1.3
delete2026-02-01
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deleteObata, Ryoto; Sugimoto, Tomoyuki
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Approaches to biological species delimitation based on genetic and spatial dissimilarity
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-02-01
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deleted'Angella, Gabriele; Hennig, Christian
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Weighted ensemble random forest for signal classification based on Welch-type quantile spectrum
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-01-01
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PREAI
deleteHuang, Lei; Zeng, Feiyu; Gusnanto, Arief; Zhou, Chifeng
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A distance-based aggregation method for finding consensus in preference-approvals
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IF1.3
delete2026-01-01
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deleteAlbano, Alessandro; Romano, Maurizio
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Fast, robust, and accurate anomaly detection for multivariate time series
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-01-01
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deleteTonini, Simone; Vandin, Andrea; Chiaromonte, Francesca; Licari, Daniele; Barsacchi, Fernando
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Regularized sparse optimal discriminant clustering
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-01-01
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PREAI
deleteHiraishi, Mayu; Tanioka, Kensuke; Yadohisa, Hiroshi
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Robust mixture modeling using the truncated t distribution: recent advances and new results
deleteAdvances in Data Analysis and Classification
IF1.3
delete2026-01-01
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PREAI
deleteWang, Wan-Lun; Lee, Si-Hui; Lin, Tsung-, I
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Data-driven logistic regression ensembles with applications in genomics
deleteADVANCES IN DATA ANALYSIS AND CLASSIFICATION
IF1.3
delete2025-11-01
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PREAI
deleteChristidis, Anthony-Alexander; Van Aelst, Stefan; Zamar, Ruben
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