In their next steps, the researchers are undertaking the VITAL 2.0 study to determine if the VIPS device can use
complex machine learning algorithms to teach itself how to discriminate between minor and severe stroke without the help of neurologists.
Not exact matches
Many
machine -
learning algorithms develop deliberative processes that involve so many thousands of
complex steps that they're impossible for people to review.
Big Data thus presents
complex challenges for software developers, as the necessary
algorithms can only be created with the aid of specialist skills in a wide range of different fields, such as statistics,
machine learning, visualization, databases, and high - performance computing.
For Novotny, the feature is crucial because it will allow his team to «sample» qubits during the process, which opens the door to D - Wave exploring a different type of
machine -
learning algorithm that could
learn to recognize much more
complex patterns of cyberattacks.
Machine learning algorithms are widely used in applications like biometric identification systems and weather trend data, and allow researchers to understand and compare
complex sets of data through simple visual representations.
The data analysis relies on special
algorithms developed by Finkbeiner's team, as well as deep
machine —
learning in which computing systems can uncover
complex signals in images.