OOIR: Observatory of International Research

Papers

(The TQCC of Statistical Analysis and Data Mining is 2. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Randomized multiarm bandits: An improved adaptive data collection method	540
Semi‐Parametric Least‐Area Linear‐Circular Regression Through Möbius Transformation	23
Deep Learning for Variable Selection in Censored Quantile Regression Models	21
Testing for the Important Components of Predictive Variance	19
	15
Model Averaging for Regression Kink Models	14
CLADAG 2021 special issue: Selected papers on classification and data analysis	9
BayesMultiomics : An R Package for Bayesian Shrinkage Models for Integration and Analysis of Multi‐Platform High‐Dimensional Genomics Data	9
Issue Information	9
Data Twinning	8
Some Bayesian biclustering methods: Modeling and inference	7
Kernel learning with nonconvex ramp loss	7
Optimal ratio for data splitting	6
Bayesian shrinkage models for integration and analysis of multiplatform high‐dimensional genomics data	5
Issue Information	5
Weighted AutoEncoding recommender system	5
	5
Robust Model‐Based Semi‐Supervised Clustering of Incomplete Records	4
Variational Autoencoder With Gamma Mixture for Clustering High‐Dimensional Right‐Skewed Data	4
Multivariate contaminated normal mixture regression modeling of longitudinal data based on jointmean‐covariancemodel	4
Integrative learning of structuredhigh‐dimensionaldata from multiple datasets	4
Robust deep neural network surrogate models with uncertainty quantification via adversarial training	4
A tree‐based gene–environment interaction analysis with rare features	4
Issue Information	4
Rank‐Based Inference for Conditional Independence Graph With Missing Values	4

On difference‐based gradient estimation in nonparametric regression	4
Input‐response space‐filling designs incorporating response uncertainty	4
Nonparametric clustering of RNA‐sequencing data	3
Issue Information	3
Model‐Based Recursive Partitioning for Discrete Event Times	3
Extracting Genetically‐Imputed Causal Features From ECG Data	3
Sparse Bayesian variable selection in high‐dimensional logistic regression models with correlated priors	3
e^RPCA: Robust Principal Component Analysis for Exponential Family Distributions	3
An ImprovedD2GAN‐based oversampling algorithm for imbalanced data classification	3
Bayesian inference for nonprobability samples with nonignorable missingness	3
Local influence analysis for the sliced average third‐moment estimation	3
The analysis of association rules: Latent class analysis	3
Robust and Differentially Private Principal Component Analysis	3
A finely tuned deep transfer learning algorithm to compare outsole images	3
Driving mode analysis—How uncertain functional inputs propagate to an output	2
Development and validation of models for two‐week mortality of inpatients with COVID‐19 infection: A large prospective cohort study	2
Issue Information	2
Adversarially robust subspace learning in the spiked covariance model	2
Online Updating Composite Quantile Regression for Streaming Data	2
Semiparametric detection of changepoints in location, scale, and copula	2
A Novel Approach for APT Detection Based on Ensemble Learning Model	2
Issue Information	2
Recovering the Number of Clusters From a Laplacian Matrix by Nuclear Norm Penalization	2
	2
Biclustering high‐frequency financial time series based on information theory	2
Adaptive Weighted Regularized QRGRU Algorithm and Its Application in Stock Price Prediction	2
Data‐driven stochastic model for quantifying the interplay between amyloid‐beta and calcium levels in Alzheimer's disease	2
Interaction Tests With Covariate‐Adaptive Randomization	2
A new formulation of sparse multiple kernel k$$ k $$‐means clustering and its applications	2
Low‐Dimensional Adaptive Neural Network Regression With Directional Change Detection via Nuclear Norm Penalization	2
	2
Bayesian Hybrid Model Search and Averaging for Sparse Gaussian Process Regression	2
A Conversational Assistant for Democratization of Data Visualization: A Comparative Study of Two Approaches of Interaction	2
Cost‐sensitive classification with time constraint on incomplete data	2