In machine learning and pattern recognition, a feature is an individual measurable heuristic property of a phenomenon being observed. Choosing discriminating and independent features is key to any pattern recognition algorithm being successful in classification. Features are usually numeric, but structural features such as strings and graphs are used in syntactic pattern recognition. The set of features of a given data instance is often grouped into a feature vector.
All stories in Feature (machine learning)
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Check out these lesser-known Python features
When I learn about a new feature in Python or I notice that a few others are unaware of that feature, I make a note ...
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Twitter's new test feature asks you to mind your language
Fuck you Twitter. If you're going to write something like this in a reply to a tweet, the social network might soon ...
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Streaming service Deezer built an AI to catch the explicit lyrics human censors miss
Streaming service Deezer has developed an AI technique that automatically detects explicit lyrics -- just by analyzing ...
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Google finally lets you adjust 'Okay Google' sensitivity
There are two kinds of people in this world. Those whose smart devices never react to 'Hey Google!' and those whose devices are triggered way too often. Whichever camp you lie in, Google will at long last allow you to fine-tune your Assistant's keyword sensitivity soon. Google ...
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These AIs think they can translate your dog’s barks
If you're worried about what's going on inside your dog's mind, a new AI system will tell you -- just by listening to it ...
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AI is searching for unexploded Vietnam War bombs in Cambodia
Researchers are using AI to search satellite images for the millions of unexploded bombs dropped in Cambodia during the Vietnam ...
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Elon Musk to solve self-driving with a 'Super Fun' AI hackathon
Tesla CEO Elon Musk yesterday announced that he's throwing a "Super Fun AI Party/Hackathon" with Tesla engineers and a select ...
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How binarized networks work — and why they’ll be big for AI in 2020
If a neural network is a Picasso painting, a binarized network is a rough pencil sketch.
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Google's developing a feature to show brightly lit streets on Maps
It appears Google is secretly working on a feature for Maps to steer you away from trouble by highlighting well-lit streets. ...
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Microsoft reveals how it caught mutating Monero mining malware with machine learning
Microsoft's antivirus division recently opened the bonnet on a mutating cryptocurrency miner and revealed how machine learning ...
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How machine learning in policing could fuel racial discrimination
The debate over the police using machine learning is intensifying – it is considered in some quarters as controversial ...
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AI won't automate cybersecurity — but it'll improve the solutions we already have
Cybersecurity, a huge industry worth over $100 billion, is regularly subject to buzzwords. Cybersecurity companies often ...
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Fears of AI-powered hacking are misplaced as criminals are doing fine without it
AI is captivating tech news audiences. But, growing expectations for AI’s impact on legitimate business have spawned a ...
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IBM's latest trick: Turning noisy quantum bits into machine learning magic
IBM researchers built a pair of algorithms that lay the foundation for the future of machine learning with quantum advantage. ...
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What TikTok’s Chinese predecessor can reveal about its future
TikTok’s sudden popularity might’ve taken many by surprise as the app burst out on the social media scene seemingly out ...
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Biased algorithms: here’s a more radical approach to creating fairness
Our lives are increasingly affected by algorithms. People may be denied loans, jobs, insurance policies, or even parole on ...
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Don’t overestimate AI’s understanding of human language
This article is part of Demystifying AI, a series of posts that (try to) disambiguate the jargon and myths surrounding AI. It’s ...
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The top 4 trends spotted in this years' robot scene
For robots, 2018 was a year of goodbyes, hellos, and intriguing pointers to future developments. Here are the four major ...
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Researchers found a psychological link between conspiracy theories and creationism
According to studies and researchers, teleological thinking also links to beliefs in conspiracy theories and creationism. ...
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This AI can predict Telegram pump-and-dump schemes with 80% accuracy
Spotting a pump-and-dump is tough work, but academics from Imperial College London have devised used machine learning, to ...
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Here’s why Knickers, the famous meme cow, is so big
The latest internet sensation is a cow. Or more accurately a giant steer (a castrated male) by the name of Knickers. Science ...
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The difference between AI and machine learning, explained
A while ago, while browsing through the latest AI news, I stumbled upon a company that claimed to use “machine learning ...
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Genies makes realistic looking Bitmoji that can be used in other apps
Genies has launched their new Android and iOS mobile app that lets users create a digital version of themselves that looks ...
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If Facebook's new auto-comment feature isn't rock bottom, it has to be close
It's been two tumultuous years. Still, it's highly unlikely we've witnessed the moment Facebook hit bottom. A new feature, ...
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Facebook hack proves we need new user authentication methods
Facebook's recent security hack that possibly affected 90 million users has exposed the fundamental flaws that our authentication ...
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Tinder adds more gender identity options for Indian users
Tinder has introduced a new gender option for its app users in India. This feature includes more options for individuals ...
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AI’s success hinges on new attitudes — not old regulations
We need to stop regulating machine learning models as if they were computer programs, and start thinking about how to use ...
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China has a new surveillance tool that identifies citizens by how they walk
Chinese authorities have begun deploying a new surveillance tool designed to identify people by how they walk, or the shapes ...
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Full moon patents: US Navy tube drones and Facebook doppelgängers
Ugh, the Gregorian calendar is so boring. That’s why we’re disrupting monthly series with a lunar cycle-based series ...
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Netflix tests ads: No need for drama
Netflix has over 130 million active subscribers around the globe and certainly can’t afford to alienate its viewers by ...
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China’s ‘barrage videos’ are chaotic af — and say a lot about loneliness
China's barrage videos reveal a lot about the population's psyche regarding loneliness. These videos show live comments that ...
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Penis bone puzzle solved by invasive 3D scanning
Penis bones found in some animals have evolved in different shapes and sizes, from the ice-cream scoop form to the long thin ...
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The algorithms that are currently fueling the deep learning revolution
From beating us at the game of GO, to recreating paintings by Van Gogh, algorithms are all around us. Artificial Intelligence ...
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AI has already been weaponized – that’s why we need to ban ‘killer robots’
A dividing line is emerging in the debate over so-called killer robots. Many countries want to see new international law ...
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Apple acquires Shazam and announces it'll now be ad-free
Apple has officially acquired the musical identification app, Shazam. The hardware giant has also stated that the app will ...
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Everything Apple announced at its 2018 iPhone event
It's that time of year again. Apple CEO today Tim Cook took to the stage to announce all of the latest and greatest in Apple ...
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Google to kill Inbox early next year
According to a report by Fast Company, Google is giving its popular bundled email client service, Inbox the axe early next ...
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Sorry thieves, you can no longer hack iris-scanners using corpse eyes
Researchers in Poland have created a machine learning algorithim that can tell the difference between dead and alive irises. ...
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Designers, don’t be afraid to let robots design
In 1961, Alan Perlis, an early pioneer in computer science, advocated that computer programming should be a requirement of ...
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Amazon's new tool tracks down odd parts to avoid those dreaded trips to the hardware store
Amazon's newest tool helps you scan, identify, and shop for spare parts. Part Finder uses the iPhone camera to avoid dreaded ...
