Scientific workshop "Big Data Analytics"

h1. Research topics

h3. 1. Semantic contracts development: semantic models, blockchain, semantic programming [SDI]

h3. 2. New forecasting method development in Finance [VEE]

h3. 3. Logically probabilistic deep learning [VEE]

h3. 4. Human comprehension and new notion formation modeling [VEE]

h3. 5. Proof-or-Reputation consensus algorithm for distributed computing (mathematical study of security and simulation modeling) [KAG]

h3. 6. Structuring society and figuring out opinion leaders using online communication data (using machine learning and different data sources and subject domains) [KAG]

h3. 7. Extracting emotional contexts from online communication data (using machine learning and different data sources and subject domains) [KAG]

h3. 8. Unsupervised learning of linguistic patterns and grammar (using machine learning and training corpora from different domains and languages) [KAG]

h3. 9. Unconventional measurement scale based on nonnumeric measurements [PEN]

h3. 10. Infinite Hilbers spaces for representation of distributed deep learning feature space [PEN]

h3. 11. Mixed channels pattern recognition [PEN]

* Akilesh Sivaswamy
* Leyuan Sheng
* ? Andrey Zubkov

h3. 12. NeuroImage: noise rejection [SAN]

h3. 13. NeuroImage: localization of brain sources [SAN]

h3. 14. NeuroImage: analysis of brain networks [SAN]

h3. 15. Gene-networks and social behavior [SAN]

h3. 16. Picking arrival times of seismic waves using machine learning [DAA]

h3. 17. Clustering of seismic events using machine learning [DAA]

h1. Scientific advisors

h2. Sviridenko, Dmitry Ivanovich [SDI], Doctor of Sciences

Leading researcher at SDAML lab NSU, leading researcher at Sobolev Institute of Mathematics.
Contacts: dsviridenko47@gmail.com



h2. Vityaev, Evgeniy Evgenievich [VEE], [VEE]

Doctor of Sciences

Leading Sciences, leading researcher at Sobolev Institute of Mathematics, leading researcher at SDAML lab NSU.
Keyword: ScientificDiscovery (can be found via every search engine). http://math.nsc.ru/AP/ScientificDiscovery

Contacts: vityaev@math.nsc.ru



h2. Kolonin, Anton Germanovich [KAG], Ph.D.

Contacts: akolonin@aigents.com.

h2. Pavlovskiy, Engeny Nikolaevich [PEN], Ph.D.

Contacts: pavlovskiy@post.nsu.ru, +79139117907

h2. Savostyanov, Alexander Nikolaevich [SAN], Ph.D.

Contacts: a-sav@mail.ru, +79529272417

h2. Duchkov, Anton [DAA], Ph.D.

Contacts: Anton Duchkov (DuchkovAA@ipgg.sbras.ru; +7-913-953-1799);
Georgy Loginov (loginovgeorgy@gmail.com)