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Publication : frontiers in genetics

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Academic Journal

A comparison of design algorithms for choosing the training population in genomic models

Authors : Alexandra Stadler; Werner G. Müller; Andreas Futschik

Subjects: GBLUP; genomic selection; optimal design

Source: Frontiers in Genetics, Vol 15 (2025)

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Academic Journal

MSC-CSMC: A multi-objective semi-supervised clustering algorithm based on constraints selection and multi-source constraints for gene expression data

Authors : Zeyuan Wang; Hong Gu; Minghui Zhao

Subjects: constraint selection; multi-source constraints; gene expression data

Source: Front GenetFrontiers in Genetics, Vol 14 (2023)

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Academic Journal

Classification and biomarker gene selection of pyroptosis-related gene expression in psoriasis using a random forest algorithm

Authors : Jian-Kun Song; Ying Zhang; Xiao-Ya Fei

Subjects: 0303 health sciences; 03 medical and health sciences; machine learning

Source: Front GenetFrontiers in Genetics, Vol 13 (2022)

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Academic Journal

Construction of a prognostic model via WGCNA combined with the LASSO algorithm for stomach adenocarcinoma patients

Authors : Zi-duo Huang; Wen-hua Ran; Guo-zhu Wang

Subjects: 0303 health sciences; 03 medical and health sciences; weighted gene co-expression network analysis

Source: Front GenetFrontiers in Genetics, Vol 15 (2024)

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Academic Journal

FMixFN: A Fast Big Data-Oriented Genomic Selection Model Based on an Iterative Conditional Expectation algorithm

Authors : Tianxiong Yao; Min Zheng; Shijun Xiao

Subjects: big data-oriented; 2. Zero hunger; 0303 health sciences

Source: Front GenetFrontiers in Genetics, Vol 12 (2021)

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Academic Journal

Natural selection shapes the evolution of SARS-CoV-2 Omicron in Bangladesh

Authors : Mohammad Tanbir Habib; Saikt Rahman; Mokibul Hassan Afrad

Subjects: Artificial intelligence; Omicron; Natural selection

Source: Front GenetFrontiers in Genetics, Vol 14 (2023)

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Academic Journal

Livestock phenomics and genetic evaluation approaches in Africa: current state and future perspectives

Authors : Isidore Houaga; Raphael Mrode; Oluyinka Opoola

Subjects: Artificial intelligence; Livestock; Economics

Source: Front GenetFrontiers in Genetics, Vol 14 (2023)Houaga, I, Mrode, R, Opoola, O, Mizeck G.G, C, Mwai, O A, Rege, J E O, Olori, V E, Nash, O, Banga, C, Okeno, T

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Academic Journal

Interaction-based feature selection algorithm outperforms polygenic risk score in predicting Parkinson’s Disease status

Authors : Cope, Justin L.; Baukmann, Hannes A. (M. Sc.); Klinger, Jörn E.

Subjects: epistasis; machine learning; feature selection

Source: Front GenetFrontiers in Genetics, Vol 12 (2021)

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Academic Journal

Interaction-Based Feature Selection Algorithm Outperforms Polygenic Risk Score in Predicting Parkinson’s Disease Status

Authors : Justin L. Cope; Hannes A. Baukmann; Jörn E. Klinger

Subjects: epistasis; machine learning; feature selection

Source: Frontiers in Genetics, Vol 12 (2021)

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Academic Journal

The Unsupervised Feature Selection Algorithms Based on Standard Deviation and Cosine Similarity for Genomic Data Analysis

Authors : Juanying Xie; Mingzhao Wang; Shengquan Xu

Subjects: 2-dimensional space; cosine similarity; Genetics

Source: Front GenetFrontiers in Genetics, Vol 12 (2021)

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