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Computer scientists have an aphorism that describes how algorithms relentlessly hunt for patterns: they talk about torturing the data until it confesses.
Their program evaluated 86 different variables, like body size, life span, and population density, to hunt for patterns common among animals known to carry zoonotic diseases.
Jim Paulsen, chief investment strategist at Well Capital Management in Minneapolis, said traders who hunt for patterns in the market's moves have spotted some warnings signs worth noting.
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Experts analyze user choices, associating interests as detected by searches and clicks with individual behavior, hunting for patterns and correlations.
In addition to looking for copying, its computers, which occupy an office in American Fork, Utah, and can crunch up to one million records, hunt for illogical patterns, like test-takers who did better on harder questions than easy ones.
Admiral Poindexter, who has described the plan in public documents and speeches but declined to be interviewed, has said that the government needs to "break down the stovepipes" that separate commercial and government databases, allowing teams of intelligence agency analysts to hunt for hidden patterns of activity with powerful computers.
To hunt for these patterns, called "genome-wide associations," the UCSD team combed through data from four large troves of genetic data.
They emphasize that once enemies of the United States are aware that digital sentries are hunting for unusual patterns of information, they will simply alter their behavior.
The task for the machine-learning algorithm was to hunt through this data looking for patterns that correlate with profitability.
He likes to hunt for his favorite vintage patterns on Replacements.com, but he doesn't worry about getting a complete set.
There's far more data than the scientists can analyze themselves, so they have posted it all online; members of the public can download the complete data set and hunt for new correlations and patterns.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com