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Alibek Jakupov
Apr 29, 20192 min read
Information Theory: Step 3 Huffman Algorithm
Prefix codes Prefix codes (sometimes called "prefix-free codes“) is a type of code system (typically a variable-length code)...
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Alibek Jakupov
Apr 29, 20191 min read
Information Theory: Step 2 Entropy
This is the second article from the series of short articles devoted to the Information Theory. Conditional Entropy Conditional entropy...
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Alibek Jakupov
Apr 29, 20193 min read
Information Theory: Step 1 Probability
Introduction This article is the first part of a series of articles devoted to the study of the Information Theory, step by step. In this...
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Alibek Jakupov
Apr 17, 20192 min read
Human-like suggestions using NLP
In our previous article we described how to detect intruders (textual anomalies) in topics sent by LDA represented as a multinomial...
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Alibek Jakupov
Apr 17, 20192 min read
Textual Anomaly detection using Knowledge Graph
One of the anomalies in our case is the terms that are less coherent with the other words in the same distribution. For instance, in...
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Alibek Jakupov
Apr 17, 20192 min read
LDA automatic labeling: experimentation
This article is the logical conclusion of our previous article on automatic topic labeling. As the discussed task is too subjective and...
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Alibek Jakupov
Apr 17, 20192 min read
LDA for suggestion generation: finding redundant terms
Context One of the anomalies in our case is the terms that are less coherent with the other words in the same distribution. For instance,...
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Alibek Jakupov
Mar 19, 20192 min read
LDA automatic labeling
As topic modeling has increasingly attracted interest from researchers there exists plenty of algorithms that produce a distribution over...
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Alibek Jakupov
Mar 19, 20194 min read
Proactive Assistance with Power BI : seamless and efficient ?
Creating a tool able to structure textual data and extract points of interest for domain experts still remains a challenge. The majority...
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Alibek Jakupov
Feb 21, 20196 min read
Custom AI on Azure: Brief overview with examples
Tools available on Azure: Azure ML, Spark on HDInsight, Azure Databricks, Batch AI, SQL Server Machine Learning Services, Data Science...
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Alibek Jakupov
Feb 10, 20192 min read
Azure ML Studio + CORS: Security vs Flexibility
“It takes 20 years to build a reputation and few minutes of cyber-incident to ruin it.” Stephane Nappo, Global Head Information Security...
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Alibek Jakupov
Feb 3, 20194 min read
Overview of modern approaches applied in conversational modeling (Part 2)
In the previous section we discussed that the current approach applied in modern digital assistants proves to be efficient when working...
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Alibek Jakupov
Feb 3, 20194 min read
Overview of modern approaches applied in conversational modeling (Part 1)
Personal Digital Assistants (PDAs) and agents with a conversational interface are increasingly popular technologies that have become...
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Alibek Jakupov
Jan 31, 201911 min read
Comparative analysis of GIS (part 2)
Russia’s Renewable Energy Sources Data According to the description provided on the “Renewable Energy Sources” GIS (RRES GIS) official...
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Alibek Jakupov
Jan 20, 20194 min read
Comparative analysis of GIS (part 1)
At present there exists a great deal of GIS providing data on renewable energy on local and international level. An overview of GIS...
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Alibek Jakupov
Dec 16, 20186 min read
Virtual Laboratory with Microsoft's .Net XNA
Technological basis When choosing the software environment for development of the virtual physical laboratory the main criterion was the...
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Alibek Jakupov
Dec 16, 20183 min read
Study vs Fun: game as an effective tool of learning?
Introduction to the modern approach Nowadays a great deal of scientific studies is aimed to facilitate the efficient usage and...
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