International Business Machines Corporation

Pablo Roberto Millicay Gonzalez

Thiago Bianchi

Giuliano Diniz De Morais

Vinod A Valecha

Krzysztof A Rudek

Tiago Pagani

Devices and methods for classification of low relevance records in a database are disclosed. A method includes: in response to a request to delete a selected database record, generating a vector representation of the selected record, deleting the selected record in the database, and storing the vector representation of the deleted selected record; in response to the storing the vector representation of the deleted selected record, determining a cluster from which the vector representation has a shortest determined distance, among a plurality of clusters into which a plurality of vector representations of deleted records is partitioned; determining a distance between a record in the database and a nearest cluster among the plurality of clusters into which the plurality of vector representations of deleted records is partitioned; and in response to the record being within a predetermined distance of the nearest cluster, determining that the record is a deletion candidate record.

System and method for classification of low relevance records in a database using instance-based classifiers and machine learning

A method, system and computer program product for protecting access to a computer file are disclosed. In embodiments, the method comprises a user, employing a user computer, selecting a file, and creating a reference file to protect access to this selected file. When a requester uses a computer device to request access to the protected file, the reference file initiates a procedure to determine if the computing device is entitled to access the protected file by validating a series of computer components that uniquely identify the computing device. In embodiments, a set of specified computer configuration data is stored in a specified storage location; and the series of computer components that uniquely identify the computing device are validated by comparing this set of computer configuration data with the series of computer components that uniquely identify the computing device.

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São Paulo, Brazil

Pablo Roberto Millicay Gonzalez