Exploring unsupervised feature extraction algorithms: tackling high dimensionality in small datasets by Hongqi Niu, Gabrielle B. McCallum, Anne B. Chang, Khalid Khan, Sami Azam

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Evolutionary Optimization for the Classification of Small Molecules Regulating the Circadian Rhythm Period: A Reliable Assessment by Antonio Arauzo-Azofra, Jose Molina-Baena, Maria Luque-Rodriguez

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SLSB-forest:approximate k nearest neighbors searching on high dimensional data by Tu QIAN, Jiangbo QIAN, Yihong DONG, Huahui CHEN

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A hybrid clustering and boosting tree feature selection (CBTFS) method for credit risk assessment with high-dimensionality by Jianxin Zhu, Xiong Wu, Lean Yu, Xiaoming Zhang

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cglasso: An R Package for Conditional Graphical Lasso Inference with Censored and Missing Values by Luigi Augugliaro, Gianluca Sottile, Ernst C. Wit, Veronica Vinciotti

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A Review of Causal Methods for High-Dimensional Data by Zewude A. Berkessa, Esa Laara, Patrik Waldmann

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Variable Selection for Multivariate Failure Time Data via Regularized Sparse-Input Neural Network by Bin Luo, Susan Halabi

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Improving Sentiment Analysis of Arabic Tweets by One-way ANOVA by Manar Alassaf, Ali Mustafa Qamar

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Analyzing microbiome data with taxonomic misclassification using a zero-inflated Dirichlet-multinomial model by Matthew D. Koslovsky

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Bit-to-Symbol Mapping Based on Erroneous Bits Minimization for High-Dimensional Modulation Format by Guijun Hu, Dan Hou, Li Yan, Enock Kashero

Subjects: “…High-dimensional modulation…”
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Investigation of outlier detection algorithm by Vydūnas Šaltenis

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Large-scale gene expression data clustering through incremental ensemble approach by Imran Khan, Abdul Khalique Shaikh, Naresh Adhikari

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The properties of nonuniformity analysis of high dimensional data by Vydūnas Šaltenis

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Practical debiasing with the Covariant Prior in the proportional regime when p < n by Emanuele Massa, Anthony C C Coolen

Subjects: “…high dimensional regression…”
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Smoothing Estimation of Parameters in Censored Quantile Linear Regression Model by Mingquan Wang, Xiaohua Ma, Xinrui Wang, Jun Wang, Xiuqing Zhou, Qibing Gao

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Spatial-sign-based high-dimensional white noises test by Ping Zhao, Dachuan Chen, Zhaojun Wang

Subjects: “…High-dimensional data…”
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Bayesian weighted random forest for classification of high-dimensional genomics data by Oyebayo Ridwan Olaniran, Mohd Asrul A. Abdullah

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A new representation in genetic programming with hybrid feature ranking criterion for high-dimensional feature selection by Jiayi Li, Fan Zhang, Jianbin Ma

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Random k conditional nearest neighbor for high-dimensional data by Jiaxuan Lu, Hyukjun Gweon

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Joint Screening for Ultra-High Dimensional Multi-Omics Data by Ulrich Kemmo Tsafack, Chien-Wei Lin , Kwang Woo Ahn

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