02144nam0 22004453i 450 VAN027544020240620031733.728N978981163064420240429d2021 |0itac50 baengSG|||| |||||Computational Reconstruction of Missing Data in Biological ResearchFeng BaoSingaporeSpringer2021xvii, 105 p.ill.24 cmDoctoral Thesis accepted by Tsinghua University, Beijing, China001VAN01041932001 Springer thesesrecognizing outstanding Ph.D. research210 BerlinSpringer2010-92C37Cell biology [MSC 2020]VANC020841MF92C55Biomedical imaging and signal processing [MSC 2020]VANC022145MF62-XXStatistics [MSC 2020]VANC022998MF92D10Genetics and epigenetics [MSC 2020]VANC023325MF62P10Applications of statistics to biology and medical sciences; meta analysis [MSC 2020]VANC024649MF68T07Artificial neural networks and deep learning [MSC 2020]VANC036862MF62D10Missing data [MSC 2020]VANC037088MFBiological data analysisKW:KData imputationKW:KImbalance learningKW:KMachine learningKW:KSingle Cell AnalysisKW:KSGSingaporeVANL000061BaoFengVANV227906851645Springer <editore>VANV108073650ITSOL20240621RICAhttps://doi.org/10.1007/978-981-16-3064-4E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN0275440BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-Book 8487 08eMF8487 20240503 Computational Reconstruction of Missing Data in Biological Research1901566UNICAMPANIA