Software

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Building Named Entity Recognizer (NER) using Conditional Random Fields (CRF)

Named entity recognizer is a program that recognizes named entity in text. The named entities could be anything from locations, company or person’s names, drug or disease names, etc.

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Predicting stock prices using recurrent neural networks (LSTM)

Just two days ago, I found an interesting project on GitHub. I was reminded about a paper I was reviewing for one journal some time ago, regarding stock price prediction using recurrent neural networks that proved to be quite good. I searched the web for recurrent neural networks for stock prediction and found the following […]

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SchumaNN: Recurrent neural networks composing music

With 2 friends of mine (Team was: Maksim Belousov, Mike Phuycharoen, Nikola Milosevic (myself)) on 12th and 13th November I participated at the GreatUniHack that was held in John Dalton building of Manchester Metropolitan University. We were implementing idea of machine learning-based music composer, for which we later came with name SchumaNN. For some time […]

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Impressions about Quantopian

Usually I don’t write about services I use, but one came into my way that I like – Quantopian. For a while I am interested in financial side of computer science, quantitative analysis, machine learning applications to predicting a stock market, etc. However, I was not really able to get grasp of these fields. I […]

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FinAnalizer – Tool for financial analysis of stocks

For a while I was playing with financial data and financial data mining. I have already written about it in a separate post. Now, I decided to try to make my research so far accessible a bit more, so people can use it. Basically, what I previously did is that I used a bunch of […]

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Marvin – A tool for semantic annotation released

During the last week I have released a version of Marvin – a tool for semantic annotations, that is able to annotate text using various sources, such as UMLS (using MetaMap), DBPedia, using some SPARQL interface, WordNet and probably most importantly SKOS (Simple Knowledge Organization System ) format for representing lexicons, dictionaries and terminologies. Primarily, the […]

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Starting an open source effort to bring biomedical data and tools together

Motivation from the community A week ago I posted an blog post about my idea of creating Open Source organization that would have an goal to bring biomedical data and tools together to a single place. The original post can be read found here: http://inspiratron.org/blog/2015/12/12/open-source-effort-to-bring-all-open-biomedical-data-together/. Since I posted it, quite large number of people contacted me, […]

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Introduction to reverse engineering

1. Introduction Reverse engineering is the process of discovering the technological principles of a device, object, or system through analysis of its structure, function, and operation. This involves taking some device, system or software and breaking it apart, analyze it and conclude how it works. When reverse engineer conclude how system works he can take […]

OWASP Seraphimdroid
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New version of OWASP Seraphimdroid (v2.0) is published

Dear users and security aware people, we have a great announcement. The new version of OWASP Seraphimdroid is published with some very interesting breakthrough features. If you liked OWASP Seraphimdroid before, now you will probably love it. We have improved machine learning aided permission scanner, new settings scanner, improved SMS interceptor, improved application locker, and […]

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USSD Code List for Android Smartphone

Unstructured Supplementary Service Data (USSD) is a protocol used by GSM cellular telephones to communicate with the service provider’s computers. USSD can be used for WAP browsing, prepaid callback service, mobile-money services, location-based content services, menu-based information services, and as part of configuring the phone on the network. USSD messages are up to 182 alphanumeric […]