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Fujitsu Laboratories today announced that it has developed deep learning technology that can analyze time-series data with a high degree of accuracy. Demonstrating promise for Internet-of-Things applications, time-series data can also be subject to severe volatility, making it difficult for people to discern patterns in the data. Deep learning technology, which is attracting attention as a breakthrough in the advance of artificial intelligence, has achieved extremely high recognition accuracy with images and speech, but the types of data to which it can be applied is still limited. In particular, it has been difficult to accurately and automatically classify volatile time-series data–such as that taken from IoT devices–of which people have difficulty discerning patterns.

Now Fujitsu Laboratories has developed an approach to that uses advanced to extract geometric features from time-series data, enabling highly accurate classification of volatile time-series. In benchmark tests held at UC Irvine Machine Learning Repository that classified time-series data captured from gyroscopes in wearable devices, the new technology was found to achieve roughly 85% accuracy, about a 25% improvement over existing technology. This technology will be used in Fujitsu’s Human Centric AI Zinrai artificial intelligence technology. Details of this technology will be presented at the Fujitsu North America Technology Forum (NAFT 2016), which will be held on Tuesday, February 16, in Santa Clara, California.

Background

In recent years, in the field of , which is a central technology in artificial intelligence, deep learning technology has been attracting attention as a way to automatically extract feature values needed to interpret and assess phenomena without rules being taught manually. Especially in the IoT era, massive volumes of time-series data are being accumulated from devices. By applying deep learning to this data and classifying it with a high degree of accuracy, further analyses can be performed, holding the prospect that it will lead to the creation of new value and the opening of new business areas.

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One thing that will remain with tech for many years is jobs in cyber security — even with the layer of security that Quantum technology brings in the next 10 years; there is always a migration and retirement state that can (depending on the business and systems involved) could go on for years after Quantum platforms and networks are installed.


Then in December, aided and abetted by a Republican-controlled Congress, he eradicated those minor restrictions and replaced mindless austerity with clueless profligacy.

It proposes lifting the limits entirely from 2018. “It adheres to last year’s bipartisan budget agreement, it drives down the deficit, and includes smart savigs on health care, immigration and tax reform”.

Even with the increased taxes, Obama’s budget projects sharply higher deficits in coming years, totaling $9.8 trillion over the next decade.

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What would it mean if you lost all of your personal documents, such as your family photos, research or business records? How much would you pay to get them back? There’s a burgeoning form of cybercrime that hinges on the answers to these questions.

You have probably heard of viruses and malware. These dangerous pieces of software can make their way into your computer and wreak havoc. Malware authors are intent on stealing your data and disrupting the proper functioning of your digital devices.

Then there is ransomware. This is crafted by cyber-criminals for extorting data from innocent users, and is rapidly becoming a threat to individuals, small business and corporate users alike.

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Big Blue is cool again according to investors.


NEW YORK: Here’s a vexing question for artificial mega-brain Watson: Why is IBM stock surging? Big Blue’s market value rose about $6 billion after the computer giant agreed on Thursday to buy Truven Health Analytics for $2.6 billion. Giving IBM’s artificial-intelligence platform more data to chew on is useful, but investors’ glee over an opaque addition to an enigmatic business effort is confusing.

Big Blue’s top line has been shrinking steadily for nearly four years. In the fourth quarter of 2015, all major divisions had declining sales, with overall revenue falling 8.5 percent compared with the same period a year earlier. Clients need less of IBM’s hardware, and its software and consulting businesses are faltering in competition with rivals’ cloud-based versions.

The upshot is a falling share price. It has dropped about 25 percent in the past four years, while the S&P 500 has risen about 40 percent.

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This is so true and even more importantly in the space of technology as we introduce more products and services in the AI space. Reason is because we are seeing the consumer’s buying patterns changing especially as consumers have more options around devices, services, and AI available to them.

As a result of more choices and AI sophistication; consumers are now & more so in the future will chose to buy things that “fit” more with their own style and personality today. And, this places pressures on companies to change/ expand their thinking on product innovation to include emotional thinking as well. Gone are the days of technology just being a machine/ devices designed to only process information and provide information insights only. Tech consumers today and in the future want technology that marries with their own sense of style and personalities. Therefore, corporate culture as a whole will need to change their thinking at all levels.


I once wrote an article about how people with outstanding academic achievement or technical brilliance can easily get hired, but brilliance will get them nowhere if they lack emotional intelligence and the ability to build strong working relationships. This is especially true in today’s highly competitive world where organisations rely heavily on interdependence to stay ahead of the game.

However, I have heard arguments against my claim from people who point out that there is no shortage of notoriously heartless CEOs lacking in EQ. While that argument might ring true to some extent, I find the reasons for that situation rather interesting. As well, it is essential to note that most CEOs with low EQ scores are not the best-performing business leaders.

First, let’s make it clear that we are talking about managers or C-level executives who have to climb the ladder themselves and not those who founded or inherited a business. In this case, I have found research showing that middle managers often stand out with the highest emotional intelligence scores in the workplace because companies generally promote high-EQ types to supervisory positions as they are level-headed and good with people. However, EQ scores tend to decrease as people move up further in the hierarchy.

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apple-lab-cupertino

“A little over a year ago, Apple had a problem: The iPad Pro was behind schedule. Elements of the hardware, software, and accompanying stylus weren’t going to be ready for a release in the spring. Chief Executive Officer Tim Cook and his top lieutenants had to delay the unveiling until the fall. That gave most of Apple’s engineers more time. It gave a little-known executive named Johny Srouji much less.”

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The MMTP needs your support!

Have you ever considered your destiny may depend upon, you personally? And beyond that, have you considered the destiny of many others may depend upon your actions? People who have changed the world, didn’t have any doubts that the future depended on their actions. Scientists, businessmen and famous public figures didn’t wait until someone did something important for the world. They took responsibility for what was happening around and acted, despite all the difficulties. Are you ready to become such a person? Maybe you too have always wanted to make a significant difference, but didn’t know where to begin? So spend a moment to read the information below.

Today there is a unique project being prepared by a group of scientists, activists and other like minded people from many countries. A project which will give us the opportunity to rescue millions of people from future suffering. The project brings the fight against aging to a global level. Each day people suffer and die from the many diseases associated with aging. Researchers worldwide are engaged in a valiant effort to save countless lives in the near future.

We are currently preparing the first stage of the MMTP project — to test combinations of geroprotectors on mice. The results of this research will be available to the entire scientific community. It’s a big step in this work against the most serious enemy of mankind — aging and its related diseases. And now our project urgently needs the help of motivated individuals. We’re looking for volunteers who are ready to put in the time and effort, to make a future without aging a reality that much sooner.

We are therefore looking for people with experience in different fields. Our project is greatly in need of the following activists:

Copywriters. Are you able to state your thoughts on set subject well? Are you interested in discoveries in the field of regenerative medicine? Do you have a little time and a lot of desire to participate in something really important? If so we really need you!

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Criminal’s favorite new tool for extortion.


Hollywood Presbyterian Medical Center was the target of a ransomware extortion plot in which hackers seized control of the hospital’s computer systems and then demanded that directors pay in bitcoin to regain access, according to law enforcement sources.

Ransomware attacks on business data systems are becoming an increasingly common form of cyber crime. The assault on Hollywood Presbyterian computers occurred Feb. 5, when hackers prevented hospital staff from accessing patient information, according to law enforcement sources, who were not authorized to discuss the details of the investigation. The hackers then demanded an unspecified sum of computer currency.

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