Scalable transcriptomics analysis with Dask: applications in data science and machine learning

被引:0
|
作者
Marta Moreno
Ricardo Vilaça
Pedro G. Ferreira
机构
[1] University of Porto,Department of Computer Science, Faculty of Sciences
[2] INESC TEC,Laboratory of Artificial Intelligence and Decision Support
[3] Institute for Research and Innovation in Health (i3s),Institute of Molecular Pathology and Immunology of the University of Porto
[4] INESC TEC,High
[5] University of Minho,Assurance Software Laboratory
[6] Gualtar,Department of Informatics, Minho Advanced Computing Center
来源
关键词
Machine learning; Scalable data science; Gene expression; Transcriptomics; Data analysis;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Scalable transcriptomics analysis with Dask: applications in data science and machine learning
    Moreno, Marta
    Vilaca, Ricardo
    Ferreira, Pedro G.
    [J]. BMC BIOINFORMATICS, 2022, 23 (01)
  • [2] On Development of Data Science and Machine Learning Applications in Databricks
    Ruan, Wenhao
    Chen, Yifan
    Forouraghi, Babak
    [J]. SERVICES - SERVICES 2019, 2019, 11517 : 78 - 91
  • [3] Statistical and machine learning methods for spatially resolved transcriptomics data analysis
    Zexian Zeng
    Yawei Li
    Yiming Li
    Yuan Luo
    [J]. Genome Biology, 23
  • [4] Statistical and machine learning methods for spatially resolved transcriptomics data analysis
    Zeng, Zexian
    Li, Yawei
    Li, Yiming
    Luo, Yuan
    [J]. GENOME BIOLOGY, 2022, 23 (01)
  • [5] Possibilistic Similarity Measures for Data Science and Machine Learning Applications
    Charfi, Amal
    Bouhamed, Sonda Ammar
    Bosse, Eloi
    Kallel, Imene Khanfir
    Bouchaala, Wassim
    Solaiman, Basel
    Derbel, Nabil
    [J]. IEEE ACCESS, 2020, 8 : 49198 - 49211
  • [6] Data Science: Machine Learning and Multivariate Analysis in Learning Styles
    Maiquez, Diego
    Pabon, Diego
    Condor, Mariela
    Rodriguez, Gonzalo
    Farinango, Mauricio
    Oyasa, Ana
    [J]. INNOVATION AND RESEARCH-SMART TECHNOLOGIES & SYSTEMS, VOL 2, CI3 2023, 2024, 1041 : 69 - 81
  • [7] Scalable Topological Data Analysis for Life Science Applications Invited Talk
    Kalyanaraman, Ananth
    [J]. PROCEEDINGS OF THE 18TH ACM INTERNATIONAL CONFERENCE ON COMPUTING FRONTIERS 2021 (CF 2021), 2021, : 208 - 208
  • [8] Fundamentals and Applications Related to Data Science, Machine Learning, and Statistical Processing V: Applications of Machine Learning at Kanadevia Corporation
    Umano, Motohide
    Miyake, Toshihide
    Ioka, Ryota
    Wada, Takahiro
    [J]. Zairyo/Journal of the Society of Materials Science, Japan, 2024, 73 (11) : 881 - 887
  • [9] Fundamentals and Applications Related to Data Science, Machine Learning, and Statistical Processing
    Nakagawa, Masao
    Nomura, Yasutoshi
    [J]. Zairyo/Journal of the Society of Materials Science, Japan, 2024, 73 (07) : 618 - 624
  • [10] Fundamentals and Applications Related to Data Science, Machine Learning, and Statistical Processing
    Nomura, Yasutoshi
    Nakagawa, Masao
    [J]. Zairyo/Journal of the Society of Materials Science, Japan, 2024, 73 (08) : 682 - 688