NOVEL PREPROCESSING APPROACHES FOR OMICS DATA TYPES AND THEIR PERFORMANCE EVALUATION

被引：0
|
作者：
Strbenac, Dario [1 ]
机构：
[1] Univ Sydney, Sch Math & Stat, Sydney, NSW 2006, Australia
来源：
BULLETIN OF THE AUSTRALIAN MATHEMATICAL SOCIETY | 2017年 / 96卷 / 02期
关键词：
signal processing; bioinformatics; Latin squares;
D O I：
10.1017/S0004972717000557
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
引用
收藏
页码：348 / 349
页数：2
相关论文
共 50 条
  • [1] eUTOPIA: solUTion for Omics data PreprocessIng and Analysis
    Marwah, Veer Singh
    Scala, Giovanni
    Kinaret, Pia Anneli Sofia
    Serra, Angela
    Alenius, Harri
    Fortino, Vittorio
    Greco, Dario
    SOURCE CODE FOR BIOLOGY AND MEDICINE, 2019, 14
  • [2] Modern approaches to preprocessing industrial data
    Olariu, Eliza Maria
    Tolas, Ramona
    Portase, Raluca
    Dinsoreanu, Mihaela
    Potolea, Rodica
    2020 IEEE 16TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTER COMMUNICATION AND PROCESSING (ICCP 2020), 2020, : 221 - 226
  • [3] Performance Evaluation of the MapReduce-based Parallel Data Preprocessing Algorithm in Web Usage Mining with Robot Detection Approaches
    Srivastava, Mitali
    Srivastava, Atul Kumar
    Garg, Rakhi
    Mishra, P. K.
    IETE TECHNICAL REVIEW, 2022, 39 (04) : 865 - 879
  • [4] "OMICS" APPROACHES AND BIG DATA ANALYSES
    Vassiliou, G. S.
    HAEMATOLOGICA, 2020, 105 : S2 - S2
  • [5] Performance evaluation of the data preprocessing techniques used in multiexponential signal analysis
    King Saud Univ, Riyadh, Saudi Arabia
    Adv Modell Anal B Signals Inf Data Patterns, 1-3 (23-38):
  • [6] D3G:: Novel approaches to data statistics, understanding and preprocessing on the grid
    Woehrer, Alexander
    Novakova, Lenka
    Brezany, Peter
    Tjoa, A. Min
    20TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 1, PROCEEDINGS, 2006, : 313 - +
  • [7] Omics Data Preprocessing for Machine Learning: A Case Study in Childhood Obesity
    Torres-Martos, Alvaro
    Bustos-Aibar, Mireia
    Ramirez-Mena, Alberto
    Camara-Sanchez, Sofia
    Anguita-Ruiz, Augusto
    Alcala, Rafael
    Aguilera, Concepcion M.
    Alcala-Fdez, Jesus
    GENES, 2023, 14 (02)
  • [8] SEraster: a rasterization preprocessing framework for scalable spatial omics data analysis
    Aihara, Gohta
    Clifton, Kalen
    Chen, Mayling
    Li, Zhuoyan
    Atta, Lyla
    Miller, Brendan F.
    Satija, Rahul
    Hickey, John W.
    Fan, Jean
    BIOINFORMATICS, 2024, 40 (07)
  • [9] Integration of Multi-Omics Data for the Classification of Glioma Types and Identification of Novel Biomarkers
    Vieira, Francisca G.
    Bispo, Regina
    Lopes, Marta B.
    BIOINFORMATICS AND BIOLOGY INSIGHTS, 2024, 18
  • [10] IDCDP - A Novel Data Preprocessing Method
    Cheng Yu
    Liu Lijun
    Li Xi
    Huang Xiaoyu
    TENTH INTERNATIONAL CONFERENCE ON GRAPHICS AND IMAGE PROCESSING (ICGIP 2018), 2019, 11069
12345