Esiprosessiin
Esiprosessiin is the Finnish term for preprocessing, the set of initial preparation steps applied to raw data, materials, or signals in order to improve quality and suitability for subsequent processing. In Finnish usage, esiprosessiin is the illative form referring to the action or purpose of preprocessing.
In data science and analytics, esiprosessiin includes data cleaning, handling missing values, normalization or scaling, feature
In image and signal processing, esiprosessiin covers resizing, cropping, denoising, color correction, alignment, filtering, and resampling.
In manufacturing and material sciences, esiprosessiin refers to pre-treatment steps applied to raw materials or products
In environmental engineering and laboratory workflows, preprocessing may involve sample preparation, concentration, or conditioning to enable
Challenges in esiprosessiin include selecting appropriate methods and parameters, avoiding information loss, preventing data leakage in