Machine learning & AI

Trade friction: Adaptiveness of swarms of complex networks

Trade friction between industries involved in information communication technology (ICT) has become apparent in recent years. This trade friction has a striking impact on various industries. Adaptations to these economic ...

Security

Preventing manipulation in automated face recognition

From unlocking smartphones to speeding up airport security checks: the use of automated face recognition for personal identification continues to grow. But this authentication method is vulnerable to morphing attacks: criminals ...

Computer Sciences

A new tool for data scientists and biologists and more

The social network Linkedin will tell a user how he/she is connected to another. In real life, points of connection are not always that evident. However, identifying patterns or relationships and commonalities among entities ...

Computer Sciences

Taking machine thinking out of the black box

Software applications provide people with many kinds of automated decisions, such as identifying what an individual's credit risk is, informing a recruiter of which job candidate to hire, or determining whether someone is ...

Computer Sciences

A new complex network-based approach to topic modeling

Researchers at Northwestern University, the University of Bath, and the University of Sydney have developed a new network approach to topic models, machine learning strategies that can discover abstract topics and semantic ...

Computer Sciences

An unbiased approach for sifting through big data

Researchers have developed a complex system model to evaluate the health of populations in some U.S. cities based only on the most significant variables expressed in available data. Their unbiased, network-based probabilistic ...

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