Scientific workshop "Big Data Analytics"

h1. Research topics

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

* Boris Illarionov

* Konstantin Startsev

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

* Seth Gyamerah

3. *Logically probabilistic* deep learning  [VEE] 

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

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

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

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

* Juan Pinzon

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

9. Unconventional measurement scale based on *non-numeric measurements* [PEN]

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

11. *Mixed-channel* pattern recognition [PEN]

* Akilesh Sivaswamy. Developing speech-to-text methods using image information.

* Leyuan Sheng. Developing text-to-speech methods using image information.

* Andrey Zubkov. Motivated machine learning [PEN, SAN]

12. NeuroImage: *noise rejection* [SAN]

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

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

* Andrey Marinov. Анализ мозговых сетей покоя методами машинного обучения / Brain rest networks analysis with machine learning.

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

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

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

18. Development of storage and analysis methods of multidimensional and heterogeneous data in parallel systems focused on the use of *analytical streaming tools* [MFA]

* Madina Tussupova

19. Ускорение решения параметрической обратной задачи светорассеяния с помощью построения иерархической структуры на основе предварительно насчитанной  базы данных индикатрис. (английское название все еще обсуждается) [YMA]

* Artem Mulyukov

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":http://math.nsc.ru/AP/ScientificDiscovery [VEE], Doctor of 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":https://scholar.google.ru/citations?user=rPbZTCQAAAAJ&hl=ru&oi=sra [PEN], Ph.D.

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

h2. "Savostyanov, Alexander Nikolaevich":http://www.nsu.ru/rs/person/4566 [SAN], Ph.D.

Contacts: a-sav@mail.ru, alexander.savostyanov@gmail.com, +79529272417

Научная степень: д.филос.н., к.б.н.

Место работы и должность: НИИ физиологии и фундаментальной медицины, ведущий научный сотрудник. Кафедра общей информатики ФИТ НГУ, профессор

h2. "Duchkov, Anton":http://www.nsu.ru/DuchkovAA_eng [DAA], Ph.D.

Contacts: "Anton Duchkov":http://www.nsu.ru/DuchkovAA_eng (DuchkovAA@ipgg.sbras.ru; +7-913-953-1799);

Georgy Loginov (loginovgeorgy@gmail.com)

h2. Murzin, Fedor Aleksandrovich [MFA], Ph.D.

Candidate of Phys.-Math. Sc.,

e-mail: murzin@academ.org

tel: 330-70-68

h2. Yurkin, Maxim Alexandrovich, Ph.D. [YMA]

Старший научный сотрудник

Лаборатория цитометрии и биокинетики

Институт химической кинетики и горения им. В.В. Воеводского СО РАН

адрес: Институтская 3, Новосибирск, 630090

тел: (383) 3333240

e-mail: yurkin@gmail.com

www: http://sites.google.com/site/yurkin/