Monday, February 08, 2016

More about LSTM

Sunday, February 07, 2016

Data Science interview

Wednesday, February 03, 2016

The Physical Web

Our new paper in arxiv: Manfred Sneps-Sneppe, Dmitry Namiot "On Physical Web models"

The Physical Web is a generic term describes interconnection of physical objects and web. The Physical Web lets present physical objects in a web. There are different ways to do that and we will discuss them in our paper. Usually, the web presentation for a physical object could be implemented with the help of mobile devices. The basic idea behind the Physical Web is to navigate and control physical objects in the world surrounding mobile devices with the help of web technologies. Of course, there are different ways to identify and enumerate physical objects. In this paper, we describe the existing models as well as related challenges. In our analysis, we will target objects enumeration and navigation as well as data retrieving and programming for the Physical Web.

Monday, February 01, 2016

NIPS 2015: Deep Learning

NIPS’2015 Tutorial by Geoff Hinton, Yoshua Bengio & Yann LeCun: video & slides

Saturday, January 23, 2016

Monday, January 18, 2016

Saturday, January 16, 2016

DSL for IoT

Sneps-Sneppe M., Namiot D. On web-based domain-specific language for internet of things // Proceedings of the 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). — United States: United States, 2015. — P. 287–292.

This paper discusses the challenges of the Internet of Things programming. Sensing and data gathering from the various sources are often the key elements of applications for Smart Cities. So, the effective programming models for them are very important. In this article, we discuss system software models and solutions, rather than network related aspects. In our paper, we present the web-based domain-specific language for Internet of Things applications. Our goal is to present the modern models for data processing in Internet of Things and Smart Cities applications. In our view, the use of this kind of tools should seriously reduce the time to develop new applications.

Friday, January 15, 2016

Chat bots in Twitter

Namiot D. Twitter as a transport layer platform // Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference (AINL-ISMW FRUCT), 2015. — Piscataway, NJ, United States: Piscataway, NJ, United States, 2015. — P. 46–51.

Internet messengers and social networks have become an integral part of modern digital life. We have in mind not only the interaction between individual users but also a variety of applications that exist in these applications. Typically, applications for social networks use the universal login system and rely on data from social networks. Also, such applications are likely to get more traction when they are inside of the big social network like Facebook. At the same time, less attention is paid to communication capabilities of social networks. In this paper, we target Twitter as a messaging system at the first hand. We describe the way information systems can use Twitter as a transport layer for own services. Our work introduces a programmable service called 411 for Twitter, which supports user-defined and application-specific commands through tweets

Wednesday, January 06, 2016

Chat bots in Facebook

Facebook provides API for chat bots in Messenger. I am still wondering, why Twitter does not follow to this obvious trend? We did this for Twitter several years ago

Tuesday, December 29, 2015

The physical web in smart cities

Namiot D., Sneps-Sneppe M. The physical web in smart cities // Advances in Wireless and Optical Communications (RTUWO), 2015. — Piscataway, NJ, United States: Piscataway, NJ, United States, 2015. — P. 46–49.

In this paper, we discuss the physical web projects based on network proximity for Smart Cities. In general, the Physical Web is an approach for connecting any physical object to the web. With this approach, we can navigate and control physical objects in the world surrounding mobile devices. Alternatively, we can execute services on mobile devices, depending on the surrounding physical objects. Technically, there are different ways to enumerate physical objects. In this paper, we will target the models based on the wireless proximity.

Sunday, December 13, 2015

DAMDID/RCDL 2015

DAMDID/RCDL 2015 - Data Analytics and Management in Data Intensive Domains

Wednesday, December 09, 2015

Info-bots in Twitter

Our paper in AINL-FRUCT: Twitter as a transport layer platform

Internet messengers and social networks have become an integral part of modern digital life. We have in mind not only the interaction between individual users but also a variety of applications that exist in these applications. Typically, applications for social networks use the universal login system and rely on data from social networks. Also, such applications are likely to get more traction when they are inside of the big social network like Facebook. At the same time, less attention is paid to communication capabilities of social networks. In this paper, we target Twitter as a messaging system at the first hand. We describe the way information systems can use Twitter as a transport layer for own services. Our work introduces a programmable service called 411 for Twitter, which supports user-defined and application-specific commands through tweets.

Wednesday, November 25, 2015

Markov Chains

A great explanation: Understanding Markov Chains

See here more publications about Markov Chains