Machine Learning and Data Analysis (Strijov practice)/Group 074, Fall 2013

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Main article: Machine Learning and Data Analysis (Strijov practice, in Russian)


Проекты с готовой Web-частью располагаются по адресу http://mvr.jmlda.org

Задачи

Автор Название задачи Ссылка [BMF]LSICUDTPRWS Сумма Оценка
Bunakov Vasiliy Signature Recognition [1] [BM+F]L+SI+CU-DTPRWS 14.5
Vdovina Yevgeniya Visualization of Results of Keyword Groups Mapping [2] [BF]L-S+I+C0DT-0R-0S 9.75
Voronov Sergey Google Steet View text detection and recognition [3] [BM+F]LS-I+CU+DTP+R-W+S-- 14.25
Grinchuk Oleg Macroeconomic conditions forecasting [4] [BMF]L-SI-C-0DTPRWS 12.25
Dubovik Anna Classification and Exploring of Source Code of Python Projects. [5] [M]L0I-->>>000
Zhelavskaya Irina Automatic Filters Generator for Gmail [6] [BM+]LS->>>>>00I
Zhuykov Vladimir Signature Recognition [7] [B]L--0I-->>>>>
Ivanov Sergey Personalize Expedia Hotel Searches [8] [B]+L-SI+>>
Ivanov Aleksandr Detecting Unsolicited SMS Messages [9] [BM+]LSIC->>U>DTPR
Kasatkin Sergey Determination of the type of human activity based on the data from the accelerometer [10] [B]L-S-I-->>>000
Katrutsa Aleksandr Search engine results ranking [11] [BM+F]L+SI+CUDTPR+W+S 15.25
Kolchanov Andrey The financial bubbles definition in the stock data [12] [B]0S-I->>>
Kostin Aleksandr Classify Handwritten Digits [13] [B]L+S-IS-
Kotenko Lengold Yekaterina Satellite imagery processing for NDVI estimation [14] [BMF-]L-S-IC-UD--000W--S-- 8.5
Kudryashova Aleksandra Satellite imagery processing for NDVI estimation [15] [BMF-]L-S-IC-UD--000W--S-- 8.5
Levdik Pavel Electricity prices forecasting [16] [BM+]L-SIC--U-D->PR-W> 9.75
Matrosov Mikhail Short-term forecasting of musical compositions [17] [BF]L-SIC--UDT>>W+S 9.5
Mityashov Andrey Unstructured social data processing in classification problem [18] [M+F]L+SI--C-UDT--P00S- 10
Neklyudov Kirill Face recognition [19] [BM+F]LS-I+CU-DTPR-WS- 13.5
Perekrestenko Dmitriy Human activity recognition [20] [BM+F]L-SI-CU-DTPRW+S 13.75
Prilepskiy Roman Text Location and recognition on Google Street View Images. [21] [B]L+00>>>000
Pushnyakov Aleksey Color image segmentation [22] [BM+F]L+S+I+C+UDT+P+R+W+S 16.25
Ryskina Mariya Topic modeling using PLSA [23] [BM+F]L-S+I+CUDT+PR+W+S 15.25
Stenin Sergey Detection of topically similar abstracts of scientific conference [24] [B]L+S+I+CUD
Urzhumtsev Oleg Similar conferences abstract search [25] [BM+F]L-S-IC>D>>R--WS 10.25
Feyzkhanov Rustem Email filter generation [26] [BM+F-]LS-IC--U->(D-T)>>PR
Shuyskiy Nikolay Melody recognition [27] [B]0S-0>>>>>
Yashkov Daniil Face detection [28] [M+F]L-S-IC->>>UDTP

Sсhedule

Date Result To discuss Code
September 18 Select a problem, an advisor. machinelearning.ru record. -
25 Collect literature, write comments. Bibliography list, mini-report. Literature
October 2 Problem statement (synthetic data). Write mathematical statement in TeX-format. ~1 page of text (problem statement) Statement
9 Create report file. Make project description. Describe architecture and main system interfaces (synthetic data). Description, IDEF0. Idef
16 Detail interfaces, write a code (first version). Code (synthetic data). Code
23 Write Unit tests with a launch module. Unit tests. Unit-test
30 Collect real data. Finish IDEF0-schema. Write loading data modules. Data, second IDEF0-schema, modules. Data
November 6 Write and launch system tests. Write a review on a project. Tests, review. Tests
13 Optimize the code. Profiler report before and after. Profiler
20 Make visualization report. Finished technical report. Report
27 Develop web interface. Code on a site. Web
December 4 Make user interface and examples. Report. Show

Work and consultations

  1. Finish each work in a week.
  2. Each work is desirable to be submitted several times before deadline.
  3. Deadline of the last version: Tuesday, 6:00am.
  4. Elapsed week time will be added to the report.
  • Each work stage + 1 point (А--, А-, А, А+, А++),
  • Undone work stage - 0.
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