Machine Learning for Text Classification

Machine Learning for Text Classification Machine learning can used to classified different category of texts, by using various classifiers. The common machine learning classifiers are support vector machine, Naive Bayes and even ensemble models, such as stochastic gradient descent. Besides, deep learning neural network is also a choice for the text classification. Those classifiers and neural network enable us to category the text and even to find the author for the specific text. The general idea is that we input the text of specific category or author, and then we…

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AI

As our investment in technology is increasing, our world is updated by new technologies that benefit our daily life. In some countries, robots are beginning to deliver food and services, work in factories, and do things that human cannot do. Soon, we may see human-like robots talking to humans as if they have real brains and intellectual ability, or mimicking our facial impressions as if they have real feelings of satisfaction and anger. AI is on its way to our life. AI is short for Artificial Intelligence, which is defined…

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5G

Recently, headlines in newspapers are frequently mentioning the development of 5G. 5G is the fifth generation wireless technology being deployed started in 2019. Now every country is putting trying to explore in the field of 5G to enhance the speed of the internet. Advantages of the use of 5G are countless. With 5G, people do not have to pay a lot for WIFI. Not only can people enjoy the fast speed of downloading videos online, but also taste the sweetness of not having to save money for their internet because…

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Other Tech 

NEW SOLID OXIDE FUEL CELL TECHNOLOGY

Scientists are tirelessly working on sources of alternative energy so that we can have a better substitute for fossil fuels in near future. We know that sunlight, wind and geothermal sources of energy are better for everyone. But they also need efficient fuel cells for better utilization of power. Solid oxide fuel cells (SOFCs) seem promising enough for both stationary and mobile applications. Stationary use can cover residential applications to power plants. Mobile applications contain energy for ships at sea and in space, as well as for automobiles. Another advantage of the…

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Other Tech 

3 Implications of Memory-Boosting Devices

In fall, DARPA announced a major success in its Restoring Active Memory (RAM) program. Researchers implanted targeted electrical arrays in the brains of a few dozen volunteers — specifically in brain areas involved in memory. The researchers found a way to read out neural “key codes” associated with specific memories, and then fed those codes back into the volunteers’ brains as they tried to recall lists of items or directions to places. While the results are still preliminary, DARPA claims that the RAM technique has already achieved “promising results” in improving memory…

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IT 

Tiny ‘Atomic Memory’ Device Could Store All Books Ever Written

A new “atomic memory” device that encodes data atom by atom can store hundreds of times more data than current hard disks can, a new study finds. “You would need just the area of a postage stamp to write out all books ever written,” said study senior author Sander Otte, a physicist at the Delft University of Technology’s Kavli Institute of Nanoscience in the Netherlands. In fact, the researchers estimated that if they created a cube 100 microns wide — about the same diameter as the average human hair —…

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IT 

SOCIETY’S TOUGHEST REALITIES GO VIRTUAL: EXPLORING ACTIVISM THROUGH VR AT TRIBECA 2016

Virtual reality is creating new opportunities across the media landscape, not only for film directors but also journalists, activists, and multimedia artists. Its creators are often all three—they’re ambitious storytellers who aren’t afraid to cross media borders and test the possibilities of the latest technologies. For its Storyscapes competition and Virtual Arcade, the Tribeca Film Festival will return to the Tribeca Festival Hub, a multimedia destination where the public can experience the newest experiments in digital creation and the vast potential for immersive media experiences. Four of the projects included in this year’s innovative…

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Other Tech 

Miniature fuel cell to keep drones aloft for over an hour and phones charged for a week

Drones are being utilized in everything from parcel delivery to search and rescue, but their limited flight times are restricting their ability to travel great distances or stay for extended periods of time in the field. Simply adding more batteries, however, affects flight characteristics and reduces the load the drone can carry. To help solve this problem, researchers at the Pohang University of Science and Technology (Postech) have created a miniature fuel cell they claim not only provides enough energy to keep a drone in the sky for over an hour, but may…

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Medical Tech 

New nanoscale technologies could revolutionize microscopes, study of disease

Research completed through a collaboration with University of Missouri engineers, biologists, and chemists could transform how scientists study molecules and cells at sub-microscopic (nanoscale) levels. Shubra Gangopadhyay, an electrical and computer engineer and her team at MU recently published studies outlining a new, relatively inexpensive imaging platform that enables single molecule imaging. This patented method highlights Gangopadhyay’s more than 30 years of nanoscale research that has proven invaluable in biological research and battling diseases. “Usually, scientists have to use very expensive microscopes to image at the sub-microscopic level,” said Gangopadhyay,…

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Other Tech 

How Trucks Can Make Delivery Drones a Reality

Delivery drones may still seem a ways off because of new U.S. commercial drone regulations requiring drones to stay within sight of their human operators on the ground. But such rules pose no problem for a U.S. startup that developed a drone capable of launching from delivery trucks and dropping off packages within the driver’s line of sight. The HorseFly drone developed by Workhorse Group, an electric vehicle company in Cincinnati, Ohio, is an octocopter designed to ride aboard a delivery truck. Once it gets a delivery mission, the drone can take off through the truck’s roof with a…

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