有组织 发表于 2025-3-28 18:19:51
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Classification of Microarray Data,balanced data and missing of data. To conclude, we present an exhaustive review of the main scientific works in journals to show the most successful techniques applied in this discipline as well as the most used datasets to verify their effectiveness.民间传说 发表于 2025-3-29 09:54:16
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1064-3745expertsThis book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior analysis. Featuring perspectives from bioloCAMP 发表于 2025-3-30 03:45:50
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A Review of Microarray Datasets: Where to Find Them and Specific Characteristics,res and the small sample sizes. This chapter is devoted to reviewing the microarray databases most frequently used in the literature. We also make the interested reader aware of the problematic of data characteristics in this domain, such as the imbalance of the data, their complexity, and the so-called dataset shift.