Seminar "Big Data Analytics"¶

Schedule 2017, spring
Wednesday, 18:15, cab 5205 NSU new building¶

March, 2017¶

9
15, #1549	Videolecture from Yann LeCun. #1549
22, #1557	Pakulich, Dmitry. Skull surface restoration by Neural Networks for Cranioplastic. Gusev, Petr. Tool for scholars to study machine learning in images.
29, #1578	Dorozhko, Anton. Reinforcement learning: a brief review. Laptev, Vlad. Tool for scholars to study text mining.

April, 2017¶

5, #1584	Lukash, Arina. Using deep learning for paronym resolution (in Russian). Firsov, Artemiy. Team management presentation.
12, #1592	Istomin, Michael. Optimization of algorithm of binary convolution for ARM processors (in Russian). Nikolenko, Nikita. FRIS - censoring of training sample for images in the task of neural network faces recognition (in Russian).
19, #1601	Firsov, Artemiy. Report on Frontiers of Massive Data Analysis, Chapter 4 TEMPORAL DATA AND REAL-TIME ALGORITHMS (1/2 real-time data storage) Illarionov, Boris. Report on Frontiers of Massive Data Analysis, Chapter 6
26, #1609	Beloglazov, Dmitry. Machine Learning tasks for Music Composing. Several topics for master's capstone project. Firsov, Artemiy. Report on Frontiers of Massive Data Analysis, Chapter 4 TEMPORAL DATA AND REAL-TIME ALGORITHMS (2/2 real-time algorithms) Illarionov, Boris. Report on Frontiers of Massive Data Analysis, Chapter 6

May, 2017¶

3, #1630	Prokopchik, Konstantin. Report on Frontiers of Massive Data Analysis, Chapter 9 HUMAN INTERACTION WITH DATA. Frolov, Ilja. Report on Frontiers of Massive Data Analysis, Chapter 7 BUILDING MODELS FROM MASSIVE DATA.
17, #1632	Nemchaninov, Alexander. Reinforcement learning by combining logics and NN. Prokopchik, Konstantin. Report on Frontiers of Massive Data Analysis, Chapter 9 HUMAN INTERACTION WITH DATA.
24, #1633	Raghuwanshi, Vipul. Report on Frontiers of Massive Data Analysis, Chapter 8 Sampling and massive data.

Schedule 2017, autumn
Wednesday, 18:15, cab 5205 NSU new building¶

December, 2017¶

6, #1919	Sivaswamy Akilesh. Research topic. Sheng Leyuan. Research topic. Nachyn Alexander. Research topic.
12, #1927	Firsov, Artemiy. Research topic: Revealing research institutes and their interactions: a case study of miRNA research. Frolov, Ilya. Related work: Разработка системы аналитики мобильных приложений. Gusev, Petr. Research topic: Алгоритмы решения задачи об (r,p) центроиде на плоскости в метрике l1. Zubkov, Andrey. Research topic: Motivation(Curiousity)-driven machine learning and AI self-reflection level. Illarionov Boris. Research topic: System development for brain fitness technology based on audio-visual-tactile brain stimulation.
20, #1937	Raghuwanshi, Vipul. Research topic: Transfer learning with cluster ensembles. Malysheva Anastasia. Research topic: The development and research of the prediction methods for time series obtained by the combination of different patterns. Tussupova Madina. Research topic: Development of storage and analysis methods of multidimensional and heterogeneous data in parallel systems focused on the use of analytical streaming tools. Marinov Andrey. Research topic: Brain rest networks analysis with machine learning. Muliukov Artem. Research topic: Acceleration of the solution of parametric inverse problem by constructing a hierarchical structure of a pre-computed modeled signals database. Firsov, Artemiy. Research topic: Revealing research institutes and their interactions: a case study of miRNA research.
27, #1938	Pinzon, Juan. Research topic: Sentiment analysis. Kurochkin Evgeniy. Research topic: Semantic contract development: from logic formula to program. Luchkina Alexandra. Research topic: Semantic contract development: from document to formula. Fishman Daniil. Research topic: Genome. Frolov, Ilya. Related work: Разработка системы аналитики мобильных приложений. Illarionov Boris. Research topic: System development for brain fitness technology based on audio-visual-tactile brain stimulation. Malysheva, Anastasia, Research topic:. Gyamerah, Seth. Research topic:. Sambasivan, Nithin. Research topic:. Startsev, Konstantin. Research topic:. Prokopchik, Konstantin. Research topic:.

January, 2018¶

20, #1939

Sergeev Artem. Research topic: Determination of emotional context of text messages in social networks. Frolov, Ilya. Research topic: Development of an analytics system for mobile applications. Prokopchik, Konstantin. Research topic: A Music Generation System. Illarionov Boris. Research topic: System development for brain fitness technology based on audio-visual-tactile brain stimulation. Gyamerah Seth. Research topic: Financial forecasting using Elliott waves and Hurst cycles approach. Sambasivan, Nithin. Research topic: Study of relationships in social networks.

Schedule 2018, spring
Wednesday, 18:15, cab 5205 NSU new building¶

February, 2018
Related work¶

15, #	Goals and motivation of participating in seminar.
20, #

March, 2018
Related work¶

1, #1964	Sivaswamy, Akilesh. Review on multimodal machine learning: A Survey and taxonomy
6, #1971	Bomshtein, Yulia. Public speech training.
15, #	Marinov Andrey. Related work. Zubkov Andrey, Information modeling of consciousness.
22, #
29, #

Kaggle teams:
1) Dream Crackers: Petr Gusev, Anastasia Malysheva, Andrey Marinov, Juan Pinzon
Challenge: https://www.kaggle.com/c/data-science-bowl-2018

2) Markelov Klim, Poteshkin Vitaly, Fishman Daniil, Sergeev Artem, Gyamerah Seth
Challenge: https://www.kaggle.com/c/landmark-recognition-challenge