Abstract: A system, method, and computer-program product includes identifying a target hierarchical taxonomy that includes a plurality of distinct hierarchical taxonomy categories, extracting a plurality of distinct taxonomy tokens from the plurality of distinct hierarchical taxonomy categories, computing a taxonomy vector corpus based on the plurality of distinct taxonomy tokens, computing a plurality of distinct taxonomy clusters based on an input of the taxonomy vector corpus, constructing a hierarchical taxonomy classifier based on the plurality of distinct taxonomy clusters, converting a volume of unlabeled structured datasets to a plurality of distinct corpora of taxonomy-labeled structured datasets based on the hierarchical taxonomy classifier, and outputting at least one corpus of taxonomy-labeled structured datasets of the plurality of distinct corpora of taxonomy-labeled structured datasets based on an input of a data classification query.

Abstract: An apparatus and a method are described to dry solid objects being manufactured in a chain of steps. The apparatus contains a cartridge to hold the objects, a chamber to house the cartridge, nozzle sections to spray drying agents on the objects, and a vacuum section to remove the drying agent and the released solvent. The apparatus also contains an optical radiation source such as an IR lamp for heating the objects, which can be used in conjunction with the vacuum section for removing solvent and drying steps. The cartridge or the nozzles can be swayed changing the orientation of the objects and the nozzles. The spraying step and evacuating steps can be repeated as needed.