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Archetypal shapes based on landmarks and extension to handle missing data

JOURNAL ARTICLE published September 2018 in Advances in Data Analysis and Classification

Research funded by Ministerio de Economía y Competitividad (DPI2013-47279-C2-1-R)

Authors: Irene Epifanio | María Victoria Ibáñez | Amelia Simó

https://doi.org/10.1007/s11634-017-0297-7 Actions

Interval forecasts based on regression trees for streaming data

JOURNAL ARTICLE published March 2021 in Advances in Data Analysis and Classification

Research funded by China Scholarship Council (201506270135)

Authors: Xin Zhao | Stuart Barber | Charles C. Taylor | Zoka Milan

https://doi.org/10.1007/s11634-019-00382-7 Actions

Non-symmetrical composite-based path modeling

JOURNAL ARTICLE published September 2018 in Advances in Data Analysis and Classification

Authors: Pasquale Dolce | Vincenzo Esposito Vinzi | Natale Carlo Lauro

https://doi.org/10.1007/s11634-017-0302-1 Actions

Robust regression for interval-valued data based on midpoints and log-ranges

JOURNAL ARTICLE published September 2023 in Advances in Data Analysis and Classification

Research funded by National Natural Science Foundation of China (72021001,12031016)

Authors: Qing Zhao | Huiwen Wang | Shanshan Wang

https://doi.org/10.1007/s11634-022-00518-2 Actions

On the efficient implementation of classification rule learning

JOURNAL ARTICLE published 27 July 2023 in Advances in Data Analysis and Classification

Research funded by Deutsche Forschungsgemeinschaft (400845550) | Deutsche Forschungsgemeinschaft (438445824)

Authors: Michael Rapp | Johannes Fürnkranz | Eyke Hüllermeier

https://doi.org/10.1007/s11634-023-00553-7 Actions

Classification using sequential order statistics

JOURNAL ARTICLE published March 2020 in Advances in Data Analysis and Classification

Authors: Alexander Katzur | Udo Kamps

https://doi.org/10.1007/s11634-019-00368-5 Actions

On smoothing and scaling language model for sentiment based information retrieval

JOURNAL ARTICLE published September 2023 in Advances in Data Analysis and Classification

Authors: Fatma Najar | Nizar Bouguila

https://doi.org/10.1007/s11634-022-00522-6 Actions

Spline-based nonlinear biplots

JOURNAL ARTICLE published June 2015 in Advances in Data Analysis and Classification

Authors: Patrick J. F. Groenen | Niël J. Le Roux | Sugnet Gardner-Lubbe

https://doi.org/10.1007/s11634-014-0179-1 Actions

Quantile composite-based path modeling: algorithms, properties and applications

JOURNAL ARTICLE published December 2022 in Advances in Data Analysis and Classification

Authors: Pasquale Dolce | Cristina Davino | Domenico Vistocco

https://doi.org/10.1007/s11634-021-00469-0 Actions

Subgroup identification in individual participant data meta-analysis using model-based recursive partitioning

JOURNAL ARTICLE published September 2022 in Advances in Data Analysis and Classification

Authors: Cynthia Huber | Norbert Benda | Tim Friede

https://doi.org/10.1007/s11634-021-00458-3 Actions

Basic statistics for distributional symbolic variables: a new metric-based approach

JOURNAL ARTICLE published June 2015 in Advances in Data Analysis and Classification

Authors: Antonio Irpino | Rosanna Verde

https://doi.org/10.1007/s11634-014-0176-4 Actions

Spectral Analysis in Frequency and Time Domain for Noisy Time Series

BOOK CHAPTER published 2004 in Studies in Classification, Data Analysis, and Knowledge Organization

Authors: Lara Fontanella | Mariagrazia Granturco

https://doi.org/10.1007/978-3-642-17111-6_6 Actions

Loss-guided stability selection

JOURNAL ARTICLE published 15 December 2023 in Advances in Data Analysis and Classification

Authors: Tino Werner

https://doi.org/10.1007/s11634-023-00573-3 Actions

A sequential distance-based approach for imputing missing data: Forward Imputation

JOURNAL ARTICLE published June 2017 in Advances in Data Analysis and Classification

Authors: Nadia Solaro | Alessandro Barbiero | Giancarlo Manzi | Pier Alda Ferrari

https://doi.org/10.1007/s11634-016-0243-0 Actions

Editorial

JOURNAL ARTICLE published March 2013 in Advances in Data Analysis and Classification

https://doi.org/10.1007/s11634-013-0128-4 Actions

Sparse dimension reduction based on energy and ball statistics

JOURNAL ARTICLE published December 2022 in Advances in Data Analysis and Classification

Research funded by Onderzoeksraad, KU Leuven (C16/15/068)

Authors: Emmanuel Jordy Menvouta | Sven Serneels | Tim Verdonck

https://doi.org/10.1007/s11634-021-00470-7 Actions

Image data analysis and classification in marketing

JOURNAL ARTICLE published December 2012 in Advances in Data Analysis and Classification

Authors: Daniel Baier | Ines Daniel | Sarah Frost | Robert Naundorf

https://doi.org/10.1007/s11634-012-0116-0 Actions

A diffusion model for churn prediction based on sociometric theory

JOURNAL ARTICLE published September 2015 in Advances in Data Analysis and Classification

Authors: Uroš Droftina | Mitja Štular | Andrej Košir

https://doi.org/10.1007/s11634-014-0188-0 Actions

Comparing partitions of two sets of units based on the same variables

JOURNAL ARTICLE published April 2010 in Advances in Data Analysis and Classification

Authors: Genane Youness | Gilbert Saporta

https://doi.org/10.1007/s11634-009-0057-4 Actions

Constrained Clustering Problems

BOOK CHAPTER published 1998 in Studies in Classification, Data Analysis, and Knowledge Organization

Authors: Vladimir Batagelj | Anuška Ferligoj

https://doi.org/10.1007/978-3-642-72253-0_19 Actions
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