Machine Learning and Data Analysis (Strijov practice)/Group 074, Fall 2013
Материал из MachineLearning.
(Различия между версиями)
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|Kostin Aleksandr | |Kostin Aleksandr | ||
|Classify Handwritten Digits | |Classify Handwritten Digits | ||
- | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kostin2013ClassifyHandwrittenDigits/] | + | | [https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kostin2013ClassifyHandwrittenDigits/] |
| [B]L+S-IS- | | [B]L+S-IS- | ||
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|Levdik Pavel | |Levdik Pavel | ||
|Electricity prices forecasting | |Electricity prices forecasting | ||
- | | | + | | [https://svn.code.sf.net/p/mlalgorithms/code/Group074/Levdik2013Forecasting/] |
| [BM+]L-SIC--U-D->PR-W> | | [BM+]L-SIC--U-D->PR-W> | ||
| 9.75 | | 9.75 | ||
Строка 184: | Строка 184: | ||
|Urzhumtsev Oleg | |Urzhumtsev Oleg | ||
|Similar conferences abstract search | |Similar conferences abstract search | ||
- | | | + | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Urzhumtsev2013Dictionary/] |
| [BM+F]L-S-IC>D>>R--WS | | [BM+F]L-S-IC>D>>R--WS | ||
|10.25 | |10.25 | ||
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|Shuyskiy Nikolay | |Shuyskiy Nikolay | ||
|Melody recognition | |Melody recognition | ||
- | | | + | | [https://svn.code.sf.net/p/mlalgorithms/code/Group074/Shuyskiy2013MelodyRecognition/] |
| [B]0S-0>>>>> | | [B]0S-0>>>>> | ||
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|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Yashkov2013FaceDetection/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Yashkov2013FaceDetection/] | ||
| [M+F]L-S-IC->>>UDTP | | [M+F]L-S-IC->>>UDTP | ||
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Версия 15:13, 24 декабря 2013
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 |
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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 | |
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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
- Finish each work in a week.
- Each work is desirable to be submitted several times before deadline.
- Deadline of the last version: Tuesday, 6:00am.
- Elapsed week time will be added to the report.
- Each work stage + 1 point (А--, А-, А, А+, А++),
- Undone work stage - 0.