What to celebrate and where to travel in winter holidays

Pavel Prikhodko, Ph.D. Machine Learning

Winter holidays in America are probably the most beautiful time of the year — Christmas trees, fairy lights and festivals. The end of the year brings not only Christmas and New Year’s but other holidays as well. The Jewish holiday of Hanukkah and the African week-long celebration of Kwanzaa are also among the widely-celebrated holidays in America due to the large number of Jewish and African Americans.

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Smart home market – a new way to control your home

Pavel Prikhodko, Ph.D. Machine Learning

“Smart home” is the term commonly used to define a residence that has appliances, air conditioning, lightning, computers, TVs, entertainment devices or security that are capable of communication with one another, can be controlled remotely or run on a schedule from any room in the home or from any location in the world by phone or Internet. Basically, it encompasses a wide range of products and devices that allow automation by the consumer.

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Hottest innovation trends in New York

Andrey Kamenov

Andrey Kamenov, Ph.D. Probability and Statistics

New York State is home to the company that leads innovation in the United States: International Business Machines Corp. (IBM). In the last five years, the total number of patents issued to IBM is equal to the sum of the three next largest companies (Microsoft, Qualcomm and Google) combined!

Let’s see what impact such an organization can have on statewide innovation trends.

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Pharmacology companies: the numbers keep growing

Andrey Kamenov

Andrey Kamenov, Ph.D. Probability and Statistics

More pharmacology companies than ever are actively filing for patents. In fact, in Massachusetts, the number has doubled in the last five years. We detailed this trend in our recent post about the most innovative companies in the state.

Let’s see whether this trend is characteristic of the state or if the growth more universal. To begin, here’s the map showing the details about the current state of innovation in the industry.

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IT, Defense and Surgery: a look at innovation in Massachusetts

Andrey Kamenov

Andrey Kamenov, Ph.D. Probability and Statistics

Unlike some other states housing the most innovative companies, people don’t usually associate Massachusetts with a particular field. That makes a study of the patent portfolios of the local businesses even more appealing.

Let’s take a look at the word cloud first. It was generated using the abstracts of patents issued in the state in the recent years. The algorithm we utilized here is similar to Amazon’s Statistically Improbable Words (used for book tagging).

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Mental health problems in the United States

Pavel Prikhodko, Ph.D. Machine Learning

In this time of such a rapidly-changing environment, people with full-time office jobs and a modern lifestyle people are often exposed to high levels of stress. Nowadays anxiety is a normal part of life — everyone can be a bit nervous before an important meeting at the office or taking an exam at the university. But for a person who suffers from an anxiety disorder, things are different; this person feels anxiety all the time, and it doesn’t go away.

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Cloud technology and its evolution in the U.S.

Andrey Kamenov

Andrey Kamenov, Ph.D. Probability and Statistics

What is cloud computing and why is it important?  In recent years, there has been a surge in the number of Internet-based services that provide shared computer resources, minimizing both upfront and maintenance costs for new projects. It is usually regarded as most useful for smaller setups, as it allows access to a significant amount of resources regardless of the project size.

Despite being technically present since the 1990s, the technology only really took off in 2009 (Microsoft announced its Azure service in October 2008). After this, it didn’t take long for major U.S. companies to start patenting their developments.

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Waste recycling and composting

Pavel Prikhodko, Ph.D. Machine Learning

According to information published by the United States Environmental Protection Agency, American people generated about 254 million tons of trash and recycled around 87 million tons of material in 2013. In terms of actively recycling and composting waste, the United States falls far behind other countries. The U.S. recycles about 35 percent of all its municipal waste.  Germany leads the world in this regard, composting or recycling 65 percent of all its municipal waste. South Korea takes second place with a recycling rate of 59 percent.

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