Online first articles
Articles not assigned to an issue 49 articles
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Comparison of internal evaluation criteria in hierarchical clustering of categorical data
Authors (first, second and last of 4)
- Zdenek Sulc
- Jaroslav Hornicek
- Jana Cibulkova
- Content type: Regular Article
- Published: 13 April 2024
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View selection in multi-view stacking: choosing the meta-learner
Authors (first, second and last of 4)
- Wouter van Loon
- Marjolein Fokkema
- Mark de Rooij
- Content type: Regular Article
- Open Access
- Published: 12 April 2024
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Natural-neighborhood based, label-specific undersampling for imbalanced, multi-label data
Authors
- Payel Sadhukhan
- Sarbani Palit
- Content type: Regular Article
- Published: 30 March 2024
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Entropy-based fuzzy clustering of interval-valued time series
Authors (first, second and last of 4)
- Vincenzina Vitale
- Pierpaolo D’Urso
- Raffaele Mattera
- Content type: Regular Article
- Open Access
- Published: 29 March 2024
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Clustering ensemble extraction: a knowledge reuse framework
Authors (first, second and last of 4)
- Mohaddeseh Sedghi
- Ebrahim Akbari
- Touraj Banirostam
- Content type: Regular Article
- Published: 27 March 2024
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Mixtures of regressions using matrix-variate heavy-tailed distributions
Authors
- Salvatore D. Tomarchio
- Michael P. B. Gallaugher
- Content type: Regular Article
- Open Access
- Published: 16 March 2024
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Clustering by deep latent position model with graph convolutional network
Authors (first, second and last of 4)
- Dingge Liang
- Marco Corneli
- Pierre Latouche
- Content type: Regular Article
- Published: 12 March 2024
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Choosing the number of factors in factor analysis with incomplete data via a novel hierarchical Bayesian information criterion
Authors (first, second and last of 5)
- Jianhua Zhao
- Changchun Shang
- Philip L. H. Yu
- Content type: Regular Article
- Published: 07 March 2024
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Estimators of various kappa coefficients based on the unbiased estimator of the expected index of agreements
Authors
- A. Martín Andrés
- M. Álvarez Hernández
- Content type: Regular Article
- Open Access
- Published: 06 March 2024
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Spatial quantile clustering of climate data
Authors
- Carlo Gaetan
- Paolo Girardi
- Victor Muthama Musau
- Content type: Regular Article
- Published: 22 February 2024
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Robust functional logistic regression
Authors (first, second and last of 4)
- Berkay Akturk
- Ufuk Beyaztas
- Abhijit Mandal
- Content type: Regular Article
- Open Access
- Published: 12 February 2024
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Neural networks with functional inputs for multi-class supervised classification of replicated point patterns
Authors
- Kateřina Pawlasová
- Iva Karafiátová
- Jiří Dvořák
- Content type: Regular Article
- Open Access
- Published: 07 February 2024
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k-means clustering for persistent homology
Authors
- Yueqi Cao
- Prudence Leung
- Anthea Monod
- Content type: Regular Article
- Open Access
- Published: 31 January 2024
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RGA: a unified measure of predictive accuracy
Authors
- Paolo Giudici
- Emanuela Raffinetti
- Content type: Regular Article
- Open Access
- Published: 17 January 2024
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QDA classification of high-dimensional data with rare and weak signals
Authors
- Hanning Chen
- Qiang Zhao
- Jingjing Wu
- Content type: Regular Article
- Published: 18 December 2023
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Loss-guided stability selection
Authors
- Tino Werner
- Content type: Regular Article
- Open Access
- Published: 15 December 2023
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A fresh look at mean-shift based modal clustering
Authors
- Jose Ameijeiras-Alonso
- Jochen Einbeck
- Content type: Regular Article
- Published: 14 December 2023
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A probabilistic method for reconstructing the Foreign Direct Investments network in search of ultimate host economies
Authors
- Nadia Accoto
- Valerio Astuti
- Costanza Catalano
- Content type: Regular Article
- Published: 08 December 2023
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Variational inference for semiparametric Bayesian novelty detection in large datasets
Authors (first, second and last of 7)
- Luca Benedetti
- Eric Boniardi
- Francesco Denti
- Content type: Regular Article
- Open Access
- Published: 04 December 2023
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Robust and sparse logistic regression
Authors (first, second and last of 4)
- Dries Cornilly
- Lise Tubex
- Tim Verdonck
- Content type: Regular Article
- Published: 27 November 2023
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Functional clustering of fictional narratives using Vonnegut curves
Authors
- Shan Zhong
- David B. Hitchcock
- Content type: Regular Article
- Published: 04 November 2023
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Applications of dual regularized Laplacian matrix for community detection
Authors
- Huan Qing
- Jingli Wang
- Content type: Regular Article
- Published: 26 October 2023
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A new model for counterfactual analysis for functional data
Authors
- Emilio Carrizosa
- Jasone Ramírez-Ayerbe
- Dolores Romero Morales
- Content type: Regular Article
- Open Access
- Published: 25 October 2023
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Profile-based latent class distance association analyses for sparse tables:application to the attitude of European citizens towards sustainable tourism
Authors
- Francesca Bassi
- José Fernando Vera
- Juan Antonio Marmolejo Martín
- Content type: Regular Article
- Open Access
- Published: 18 October 2023
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Discovering interpretable structure in longitudinal predictors via coefficient trees
Authors
- Özge Sürer
- Daniel W. Apley
- Edward C. Malthouse
- Content type: Regular Article
- Published: 11 October 2023
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Generalized Cramér’s coefficient via f-divergence for contingency tables
Authors (first, second and last of 4)
- Wataru Urasaki
- Tomoyuki Nakagawa
- Sadao Tomizawa
- Content type: Regular Article
- Open Access
- Published: 05 October 2023
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Parsimony and parameter estimation for mixtures of multivariate leptokurtic-normal distributions
Authors
- Ryan P. Browne
- Luca Bagnato
- Antonio Punzo
- Content type: Regular Article
- Open Access
- Published: 27 September 2023
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Theory of angular depth for classification of directional data
Authors (first, second and last of 4)
- Stanislav Nagy
- Houyem Demni
- Giovanni C. Porzio
- Content type: Regular Article
- Published: 23 September 2023
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An analytic strategy for data processing of multimode networks
Authors (first, second and last of 4)
- Vincenzo Giuseppe Genova
- Giuseppe Giordano
- Maria Prosperina Vitale
- Content type: Regular Article
- Open Access
- Published: 29 August 2023
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Robust gradient boosting for generalized additive models for location, scale and shape
Authors (first, second and last of 4)
- Jan Speller
- Christian Staerk
- Andreas Mayr
- Content type: Regular Article
- Open Access
- Published: 26 August 2023
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On the efficient implementation of classification rule learning
Authors
- Michael Rapp
- Johannes Fürnkranz
- Eyke Hüllermeier
- Content type: Regular Article
- Open Access
- Published: 27 July 2023
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Slice weighted average regression
Authors (first, second and last of 4)
- Marina Masioti
- Joshua Davies
- Luke A. Prendergast
- Content type: Regular Article
- Open Access
- Published: 20 July 2023
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Model based clustering of multinomial count data
Authors
- Panagiotis Papastamoulis
- Content type: Regular Article
- Open Access
- Published: 05 July 2023
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A topological data analysis based classifier
Authors (first, second and last of 4)
- Rolando Kindelan
- José Frías
- Nancy Hitschfeld
- Content type: Regular Article
- Published: 01 July 2023
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A link function specification test in the single functional index model
Authors
- Lax Chan
- Laurent Delsol
- Aldo Goia
- Content type: Regular Article
- Open Access
- Published: 22 June 2023
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MLE for the parameters of bivariate interval-valued model
Authors (first, second and last of 4)
- S. Yaser Samadi
- L. Billard
- Wei Xu
- Content type: Regular Article
- Published: 18 June 2023
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Multivariate count time series segmentation with “sums and shares” and Poisson lognormal mixture models: a comparative study using pedestrian flows within a multimodal transport hub
Authors (first, second and last of 6)
- Paul de Nailly
- Etienne Côme
- Yasmine Merad-Boudia
- Content type: Regular Article
- Published: 29 May 2023
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Model-based clustering of functional data via mixtures of t distributions
Authors
- Cristina Anton
- Iain Smith
- Content type: Regular Article
- Published: 12 May 2023
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Finite mixture of hidden Markov models for tensor-variate time series data
Authors
- Abdullah Asilkalkan
- Xuwen Zhu
- Shuchismita Sarkar
- Content type: Regular Article
- Published: 29 April 2023
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Application of distance standard deviation in functional data analysis
Authors
- Mirosław Krzyśko
- Łukasz Smaga
- Content type: Original Article
- Open Access
- Published: 21 April 2023
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An enhanced version of the SSA-HJ-biplot for time series with complex structure
Authors
- Alberto Silva
- Adelaide Freitas
- Content type: Regular Article
- Published: 18 April 2023
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Composite likelihood methods for parsimonious model-based clustering of mixed-type data
Authors
- Monia Ranalli
- Roberto Rocci
- Content type: Regular Article
- Open Access
- Published: 09 April 2023
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Identification of representative trees in random forests based on a new tree-based distance measure
Authors
- Björn-Hergen Laabs
- Ana Westenberger
- Inke R. König
- Content type: Regular Article
- Open Access
- Published: 16 March 2023
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Threshold-based Naïve Bayes classifier
Authors (first, second and last of 4)
- Maurizio Romano
- Giulia Contu
- Claudio Conversano
- Content type: Regular Article
- Open Access
- Published: 14 March 2023
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Constrained clustering and multiple kernel learning without pairwise constraint relaxation
Authors
- Benedikt Boecking
- Vincent Jeanselme
- Artur Dubrawski
- Content type: Regular Article
- Published: 22 June 2022
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Extending finite mixtures of nonlinear mixed-effects models with covariate-dependent mixing weights
Authors
- Wan-Lun Wang
- Yu-Chen Yang
- Tsung-I Lin
- Content type: Regular Article
- Published: 08 May 2022
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On discriminating between lognormal and Pareto tail: an unsupervised mixture-based approach
Authors
- Marco Bee
- Content type: Regular Article
- Open Access
- Published: 08 March 2022
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Special issue on “Learning in data science: theory, methods and applications”—preface by the guest editors
Authors (first, second and last of 4)
- Daniel Baier
- Berthold Lausen
- Ute Schmid
- Content type: Editorial
- Published: 18 November 2020
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