Search Results - "data preprocessing"

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  1. 1

    The ABRF Metabolomics Research Group 2016 Exploratory Study: Investigation of Data Analysis Methods for Untargeted Metabolomics by Christoph W. Turck, Tytus D Mak, Maryam Goudarzi, Reza M Salek, Amrita K Cheema

    Published in Metabolites (2020-03-01)
    Subjects: “…data preprocessing…”
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    Article


  2. 2

    Method for Preprocessing Video Data for Training Deep-Learning Models for Identifying Behavioral Events in Bio-Objects by Marina Barulina, Alexander Andreev, Ilya Kovalenko, Ilya Barmin, Eduard Titov, Danil Kirillov

    Published in Mathematics (2024-12-01)
    Subjects: “…video data preprocessing…”
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    Article


  3. 3

    A Memory-Efficient Encoding Method for Processing Mixed-Type Data on Machine Learning by Ivan Lopez-Arevalo, Edwin Aldana-Bobadilla, Alejandro Molina-Villegas, Hiram Galeana-Zapién, Victor Muñiz-Sanchez, Saul Gausin-Valle

    Published in Entropy (2020-12-01)
    Subjects: “…data preprocessing…”
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  4. 4

    Could You Understand Me? The Relationship among Method Complexity, Preprocessing Complexity, Interpretability, and Accuracy by Lívia Kelebercová, Michal Munk, František Forgáč

    Published in Mathematics (2023-06-01)
    Subjects: “…data preprocessing…”
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  5. 5

    Literature on Applied Machine Learning in Metagenomic Classification: A Scoping Review by Petar Tonkovic, Slobodan Kalajdziski, Eftim Zdravevski, Petre Lameski, Roberto Corizzo, Ivan Miguel Pires, Nuno M. Garcia, Tatjana Loncar-Turukalo, Vladimir Trajkovik

    Published in Biology (2020-12-01)
    Subjects: “…data preprocessing…”
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  6. 6

    Bucket Fuser: Statistical Signal Extraction for 1D <sup>1</sup>H NMR Metabolomic Data by Michael Altenbuchinger, Henry Berndt, Robin Kosch, Iris Lang, Jürgen Dönitz, Peter J. Oefner, Wolfram Gronwald, Helena U. Zacharias, Investigators GCKD Study

    Published in Metabolites (2022-08-01)
    Subjects: “…data preprocessing…”
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  7. 7

    Pretreating and normalizing metabolomics data for statistical analysis by Jun Sun, Yinglin Xia

    Published in Genes and Diseases (2024-05-01)
    Subjects: “…NMR Data preprocessing…”
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    Article


  8. 8

    DPASF: a flink library for streaming data preprocessing by Alejandro Alcalde-Barros, Diego García-Gil, Salvador García, Francisco Herrera

    Published in Big Data Analytics (2019-06-01)
    Subjects: “…Data preprocessing…”
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    Article


  9. 9

    Data Reduction Techniques: A Comparative Study by Ahmed AlKarawi, Kadhim AlJanabi

    Subjects: “…Data Preprocessing…”
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  10. 10

    CT Lung Nodule Segmentation: A Comparative Study of Data Preprocessing and Deep Learning Models by Weihao Chen, Yu Wang, Dingcheng Tian, Yudong Yao

    Published in IEEE Access (2023-01-01)
    Subjects: “…data preprocessing…”
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    Article


  11. 11

    Evaluation of Feature Transformation and Machine Learning Models on Early Detection of Diabetes Mellitus by Ahmed Ali Linkon, Inshad Rahman Noman, Md Rashedul Islam, Joy Chakra Bortty, Kanchon Kumar Bishnu, Araf Islam, Rakibul Hasan, Masuk Abdullah

    Published in IEEE Access (2024-01-01)
    Subjects: “…data preprocessing…”
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    Article


  12. 12

    Hyperspectral estimation of chlorophyll content in grapevine based on feature selection and GA-BP by YaFeng Li, XinGang Xu, WenBiao Wu, Yaohui Zhu, LuTao Gao, XiangTai Jiang, Yang Meng, GuiJun Yang, HanYu Xue

    Published in Scientific Reports (2025-03-01)
    Subjects: “…Data preprocessing…”
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    Article


  13. 13

    Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans) by Alfred Ultsch, Jörn Lötsch

    Published in BMC Bioinformatics (2022-06-01)
    Subjects: “…Data preprocessing…”
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    Article


  14. 14

    Preprocessing and Quality Control Strategies for Illumina DASL Assay-Based Brain Gene Expression Studies with Semi-Degraded Samples by Maggie L Chow, Mary E Winn, Hai-Ri eLi, Craig eApril, Anthony eWynshaw-Boris, Jian-Bing eFan, Xiang-Dong eFu, Eric eCourchesne, Nicholas eSchork

    Published in Frontiers in Genetics (2012-02-01)
    Subjects: “…Data Preprocessing…”
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    Article


  15. 15

    Application of Error-compensation in the Mapping of Cam Mechanism by Zhu Lei, Fu Yanming, Zhou Xuanyan, Fu Haoyun

    Published in Jixie chuandong (2015-01-01)
    Subjects: “…Data preprocessing…”
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    Article


  16. 16

    Forecasting the Number of Electric Vehicles in Turkey Towards 2030: SARIMA Approach by Mahmut Sami Saraç, Mehmet Ali Ertürk

    Published in Energies (2025-09-01)
    Subjects: “…data preprocessing…”
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    Article


  17. 17

    Novel MIA-LSTM Deep Learning Hybrid Model with Data Preprocessing for Forecasting of PM<sub>2.5</sub> by Gaurav Narkhede, Anil Hiwale, Bharat Tidke, Chetan Khadse

    Published in Algorithms (2023-01-01)
    Subjects: “…data preprocessing…”
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    Article


  18. 18

    Prediction Model for Cutterhead Rotation Speed Based on Dimensional Analysis and Elastic Net Regression by Junsheng Liu, Feng Liang, Kai Wei, Changqun Zuo

    Published in Applied Sciences (2025-01-01)
    Subjects: “…data preprocessing…”
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    Article


  19. 19

    Automated data preparation for in vivo tumor characterization with machine learning by Denis Krajnc, Clemens P. Spielvogel, Clemens P. Spielvogel, Marko Grahovac, Boglarka Ecsedi, Sazan Rasul, Nina Poetsch, Tatjana Traub-Weidinger, Alexander R. Haug, Alexander R. Haug, Zsombor Ritter, Hussain Alizadeh, Marcus Hacker, Thomas Beyer, Laszlo Papp, Laszlo Papp

    Published in Frontiers in Oncology (2022-10-01)
    Subjects: “…data preprocessing…”
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    Article


  20. 20

    Improving accuracy of missing data imputation in data mining by Nzar A. Ali, Zhyan M. Omer

    Published in Kurdistan Journal of Applied Research (2017-08-01)
    Subjects: “…Data mining; Missing value; Missing value ; Data preprocessing…”
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    Article


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