OOIR: Observatory of International Research

Papers

(The TQCC of Advances in Data Analysis and Classification is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
Editorial for ADAC issue 4 of volume 17 (2023)	43
Editorial for ADAC issue 2 of volume 17 (2023)	32
Parametric models for distributional data	18
Editorial for ADAC issue 1 of volume 16 (2022)	13
A link function specification test in the single functional index model	12
Editorial for ADAC issue 1 of volume 17 (2023)	11
Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter	11
Random models for adjusting fuzzy rand index extensions	9
MLE for the parameters of bivariate interval-valued model	9
A probabilistic method for reconstructing the Foreign Direct Investments network in search of ultimate host economies	8
Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets	8
Classification of multivariate count data with multivariate log-linear conditional Poisson distribution	8
A fingerprint of a heterogeneous data set	8
Gaussian mixture model with an extended ultrametric covariance structure	8
Characterisation and calibration of multiversal methods	8
Nonparametric estimation of directional highest density regions	8
Association measures for interval variables	7
Classification based on multivariate mixed type longitudinal data with an application to the EU-SILC database	7
Scalable Bayesian p-generalized probit and logistic regression	6
A fresh look at mean-shift based modal clustering	6
Model based clustering of multinomial count data	6
Mixed-effect models with trees	6
Reducing the dimensionality and granularity in hierarchical categorical variables	6
On the efficient implementation of classification rule learning	5
Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution	5

Constrained clustering and multiple kernel learning without pairwise constraint relaxation	5
LASSO regularization within the LocalGLMnet architecture	5
Robust instance-dependent cost-sensitive classification	5
Are attitudes toward immigration changing in Europe? An analysis based on latent class IRT models	5
Robust optimal classification trees under noisy labels	5
An enhanced version of the SSA-HJ-biplot for time series with complex structure	5
Robust regression for interval-valued data based on midpoints and log-ranges	5
A structured covariance ensemble for sufficient dimension reduction	5
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	4
Minimum adjusted Rand index for two clusterings of a given size	4
Clustering large mixed-type data with ordinal variables	4
Model-based clustering using a new multivariate skew distribution	4
Robust and sparse logistic regression	3
A new three-step method for using inverse propensity weighting with latent class analysis	3
Application of distance standard deviation in functional data analysis	3
Estimators of various kappa coefficients based on the unbiased estimator of the expected index of agreements	3
Threshold-based Naïve Bayes classifier	3
Clustering with missing data: which equivalent for Rubin’s rules?	3
Functional clustering of fictional narratives using Vonnegut curves	3
Clusterwise elastic-net regression based on a combined information criterion	3
A consensus-constrained parsimonious Gaussian mixture model for clustering hyperspectral images	3
Flexible mixture regression with the generalized hyperbolic distribution	3
Profile-based latent class distance association analyses for sparse tables:application to the attitude of European citizens towards sustainable tourism	3
Robust logistic zero-sum regression for microbiome compositional data	3
Editorial for ADAC issue 4 of volume 16 (2022)	3
New models for symbolic data analysis	3
Factor and hybrid components for model-based clustering	3
The chiPower transformation: a valid alternative to logratio transformations in compositional data analysis	3