Researchers improve security for smart systems
In an increasingly connected and smart world, sensors collect and share large amounts of data to help people make decisions.
Nov 8, 2022
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5
Computer Sciences
News tagged with machine-learning algorithm
Computer Sciences
Researchers create an algorithm that maximizes IoT sensor inference accuracy using edge computing
We are in a fascinating era where even low-resource devices, such as Internet of Things (IoT) sensors, can use deep learning algorithms to tackle complex problems such as image classification or natural language processing ...
Oct 25, 2022
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52
Computer Sciences
Machine vision breakthrough: This device can see 'millions of colors'
An interdisciplinary team of researchers at Northeastern have built a device that can recognize "millions of colors" using new artificial intelligence techniques—a massive step, they say, in the field of machine vision, ...
Oct 6, 2022
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254
Computer Sciences
New technique enables on-device training using less than a quarter of a megabyte of memory
Microcontrollers, miniature computers that can run simple commands, are the basis for billions of connected devices, from internet-of-things (IoT) devices to sensors in automobiles. But cheap, low-power microcontrollers have ...
Oct 4, 2022
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Security
Collaborative machine learning that preserves privacy
Training a machine-learning model to effectively perform a task, such as image classification, involves showing the model thousands, millions, or even billions of example images. Gathering such enormous datasets can be especially ...
Sep 7, 2022
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144
Computer Sciences
Specialty and standard coffee beans can be sorted using multispectral imaging and artificial intelligence
The process of selecting specialty coffee beans entails three kinds of inspection. Two are physical and involve samples of raw and roast coffee. The third is sensory and involves tasting the drink. Certification is provided ...
Aug 30, 2022
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30
Engineering
Optimizing fluid mixing with machine learning
Fluid mixing is an important part of several industrial processes and chemical reactions. However, the process often relies on trial-and-error-based experiments instead of mathematical optimization. While turbulent mixing ...
Aug 30, 2022
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118
Engineering
A machine learning system that is capable of virtually removing buildings from a live view
Scientists at Osaka University have created a machine learning system that is capable of virtually removing buildings from a live view. By using generative adversarial networks (GAN) algorithms running on a remote server, ...
Aug 3, 2022
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47
Computer Sciences
A technique to improve both fairness and accuracy in artificial intelligence
For workers who use machine-learning models to help them make decisions, knowing when to trust a model's predictions is not always an easy task, especially since these models are often so complex that their inner workings ...
Jul 20, 2022
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Business
Firm managers may benefit from transparency in machine-learning algorithms
In today's business world, machine-learning algorithms are increasingly being applied to decision-making processes, which affects employment, education, and access to credit. But firms usually keep algorithms secret, citing ...
Jul 15, 2022
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