znormalizowanymi

Znormalizowanymi is the instrumental plural form of the Polish past participle znormalizowany, which comes from the verb znormalizować meaning to normalize, standardize, or bring to a standard form. The term is used in contexts where something has undergone the process of normalization, such as data, values, or measurements that have been adjusted to a common scale or standard.

Morphology and usage. Znormalizowanymi is the instrumental plural form used to modify a plural noun in the instrumental case. It is typical in technical and academic texts to appear with nouns referring to data or quantities, for example in phrases describing data or values that have been brought to a normalized form. The form reflects agreement with the noun it modifies in case and number, and it is commonly found in fields that involve data preparation or statistical processing.

Domains and context. The term is frequently encountered in data science, statistics, informatics, signal processing, and linguistics, where normalization is a common preprocessing step. It describes the state of items after the normalization process, such as standardized data sets, rescaled measurements, or harmonized values. The broader verb from which it derives, znormalizować, is part of a family of terms related to standardization and comparability of data.

Etymology and related forms. Znormalizowanymi derives from znormalizować (to normalize) with the prefix z- and the participial suffix -ony. Related forms include znormalizowany (masculine singular), znormalizowana (feminine singular), and znormalizowane (neuter or plural, depending on gender and case). The noun forms used in similar contexts include normalizacja or proces normalizacji.