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In a final joint report, the commissions conclude that Stapel committed data fraud in 55 papers and in 10 Ph.D. theses written by students he supervised.
New contributions are also made when attesting previously committed data.
In such a case, the encoding of the fingerprint by a collusion secure code [2, 3, 11] is difficult because the seller cannot check that the committed data is the codeword, and the exploitation of the spread spectrum watermarking technique is also difficult.
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"This is a non-trivial amount". The researchers say that scientists might commit data fraud for a variety of reasons.
The Kaspersky Lab concludes we don't commit data to memory because of the "Google Effect" – we're safe in the knowledge that answers are just a click away, and are happy to treat the web like an extension to our own memory.
LinkedIn is committed to data science because much of the LinkedIn website consists of data products built in collaboration between data scientists and product managers by using profile information, the social graph connecting members and other entities, and website user engagement data to power models or recommendation systems.
And Google reiterates that it "remains committed to data liberation," won't sell personal information, or share it externally without permission and will continue to try to be transparent about the information collected from users.
First, we developed a set of Python scripts that validated and corrected repository commit data, for instance to deal with small mistakes performed by developers that submitted code with Unrecognized author (no email address), Unrecognized author (with email address) or with an invalid email.
Unlike previous efforts, they have set specific goals along this entire continuum, and are committed to data-informed decision making.
We also need a school board that is committed to data-driven decision making when it comes to reform.
But before you float away in the clouds, ensure you've got your information governance team on board and that you understand fully to whom and where you are committing your data.
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