Computer Sciences

ProtoTree: Addressing the black-box nature of deep learning models

One of the biggest obstacles in the adoption of Artificial Intelligence is that it cannot explain what a prediction is based on. These machine-learning systems are so-called black boxes when the reasoning for a decision is ...

Computer Sciences

How sensors and big data can help cut food waste

Modern farming has evolved by adopting technical advances such as machines for ploughing and harvesting, controlled irrigation, fertilisers, pesticides, crop breeding and genetics research. These have helped farmers to produce ...

Computer Sciences

AI: The elements of visual art recommendation

The beauty of art lies in its ability to evoke emotions and spark imagination, but understanding the message behind a piece can be challenging. Computer scientists from the University of Luxembourg have studied the potential ...

Machine learning & AI

Cracking open the black box of automated machine learning

Researchers from MIT and elsewhere have developed an interactive tool that, for the first time, lets users see and control how automated machine-learning systems work. The aim is to build confidence in these systems and find ...

Robotics

New AI sees like a human, filling in the blanks

Computer scientists at The University of Texas at Austin have taught an artificial intelligence agent how to do something that usually only humans can do—take a few quick glimpses around and infer its whole environment, ...

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