Machine Learning and Data Analysis (Strijov practice)/Group 074, Fall 2013
Материал из MachineLearning.
(Различия между версиями)
(→Задачи) |
|||
Строка 14: | Строка 14: | ||
! Оценка | ! Оценка | ||
|- | |- | ||
- | | | + | |Bunakov Vasiliy |
|Signature Recognition | |Signature Recognition | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Bunakov2013SignatureRecognition/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Bunakov2013SignatureRecognition/] | ||
Строка 21: | Строка 21: | ||
| | | | ||
|- | |- | ||
- | | | + | |Vdovina Yevgeniya |
|Visualization of Results of Keyword Groups Mapping | |Visualization of Results of Keyword Groups Mapping | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Vdovina2013MappingResultsVisualization/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Vdovina2013MappingResultsVisualization/] | ||
Строка 28: | Строка 28: | ||
| | | | ||
|- | |- | ||
- | | | + | |Voronov Sergey |
- | | | + | |Google Steet View text detection and recognition |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Voronov2013TextRecognition/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Voronov2013TextRecognition/] | ||
| [BM+F]LS-I+CU+DTP+R-W+S-- | | [BM+F]LS-I+CU+DTP+R-W+S-- | ||
Строка 35: | Строка 35: | ||
| | | | ||
|- | |- | ||
- | | | + | |Grinchuk Oleg |
- | | | + | |Macroeconomic conditions forecasting |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Grinchuk2013InverseVAR/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Grinchuk2013InverseVAR/] | ||
| [BMF]L-SI-C-0DTPRWS | | [BMF]L-SI-C-0DTPRWS | ||
Строка 42: | Строка 42: | ||
| | | | ||
|- | |- | ||
- | | | + | |Dubovik Anna |
|Classification and Exploring of Source Code of Python Projects. | |Classification and Exploring of Source Code of Python Projects. | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Dubovik2013ProjectCodeClassifying/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Dubovik2013ProjectCodeClassifying/] | ||
Строка 49: | Строка 49: | ||
| | | | ||
|- | |- | ||
- | | | + | |Zhelavskaya Irina |
|Automatic Filters Generator for Gmail | |Automatic Filters Generator for Gmail | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Zhelavskaya2013FiltersGenerator/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Zhelavskaya2013FiltersGenerator/] | ||
Строка 56: | Строка 56: | ||
| | | | ||
|- | |- | ||
- | | | + | |Zhuykov Vladimir |
- | | | + | |Signature Recognition |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Zhuykov2013SignatureRecognition/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Zhuykov2013SignatureRecognition/] | ||
| [B]L--0I-->>>>> | | [B]L--0I-->>>>> | ||
Строка 63: | Строка 63: | ||
| | | | ||
|- | |- | ||
- | | | + | |Ivanov Sergey |
|Personalize Expedia Hotel Searches | |Personalize Expedia Hotel Searches | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Ivanov2013PersonalizeHotelSearches/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Ivanov2013PersonalizeHotelSearches/] | ||
Строка 70: | Строка 70: | ||
| | | | ||
|- | |- | ||
- | | | + | |Ivanov Aleksandr |
|Detecting Unsolicited SMS Messages | |Detecting Unsolicited SMS Messages | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/IvanovA2013DetectingSMSSpam/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/IvanovA2013DetectingSMSSpam/] | ||
Строка 77: | Строка 77: | ||
| | | | ||
|- | |- | ||
- | | | + | |Kasatkin Sergey |
|Determination of the type of human activity based on the data from the accelerometer | |Determination of the type of human activity based on the data from the accelerometer | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kasatkin2013Accelerometer/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kasatkin2013Accelerometer/] | ||
Строка 84: | Строка 84: | ||
| | | | ||
|- | |- | ||
- | | | + | |Katrutsa Aleksandr |
- | | | + | |Search engine results ranking |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Katrutsa2013PageRank/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Katrutsa2013PageRank/] | ||
| [BM+F]L+SI+CUDTPR+W+S | | [BM+F]L+SI+CUDTPR+W+S | ||
Строка 91: | Строка 91: | ||
| | | | ||
|- | |- | ||
- | | | + | |Kolchanov Andrey |
|The financial bubbles definition in the stock data | |The financial bubbles definition in the stock data | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kolchanov2013FinancialBubbles/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kolchanov2013FinancialBubbles/] | ||
Строка 98: | Строка 98: | ||
| | | | ||
|- | |- | ||
- | | | + | |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/] | ||
Строка 105: | Строка 105: | ||
| | | | ||
|- | |- | ||
- | | | + | |Kotenko Lengold Yekaterina |
|Satellite imagery processing for NDVI estimation | |Satellite imagery processing for NDVI estimation | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kudryashova.Kotenko.NDVI/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kudryashova.Kotenko.NDVI/] | ||
Строка 112: | Строка 112: | ||
| | | | ||
|- | |- | ||
- | | | + | |Kudryashova Aleksandra |
|Satellite imagery processing for NDVI estimation | |Satellite imagery processing for NDVI estimation | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kudryashova.Kotenko.NDVI/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Kudryashova.Kotenko.NDVI/] | ||
Строка 119: | Строка 119: | ||
| | | | ||
|- | |- | ||
- | | | + | |Levdik Pavel |
- | | | + | |Electricity prices forecasting |
| | | | ||
| [BM+]L-SIC--U-D->PR-W> | | [BM+]L-SIC--U-D->PR-W> | ||
Строка 126: | Строка 126: | ||
| | | | ||
|- | |- | ||
- | | | + | |Matrosov Mikhail |
|Short-term forecasting of musical compositions | |Short-term forecasting of musical compositions | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Matrosov2013MusicForecasting/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Matrosov2013MusicForecasting/] | ||
Строка 133: | Строка 133: | ||
| | | | ||
|- | |- | ||
- | | | + | |Mityashov Andrey |
- | | | + | |Unstructured social data processing in classification problem |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Mityashov2013ClassificationSocialData/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Mityashov2013ClassificationSocialData/] | ||
| [M+F]L+SI--C-UDT--P00S- | | [M+F]L+SI--C-UDT--P00S- | ||
Строка 140: | Строка 140: | ||
| | | | ||
|- | |- | ||
- | | | + | |Neklyudov Kirill |
- | | | + | |Face recognition |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Neklyudov2013FacialKeypointsDetection/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Neklyudov2013FacialKeypointsDetection/] | ||
| [BM+F]LS-I+CU-DTPR-WS- | | [BM+F]LS-I+CU-DTPR-WS- | ||
Строка 147: | Строка 147: | ||
| | | | ||
|- | |- | ||
- | | | + | |Perekrestenko Dmitriy |
|Human activity recognition | |Human activity recognition | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Perekrestenko2013Accelerometer/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Perekrestenko2013Accelerometer/] | ||
Строка 154: | Строка 154: | ||
| | | | ||
|- | |- | ||
- | | | + | |Prilepskiy Roman |
- | |Text | + | |Text Location and recognition on Google Street View Images. |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Prilepskiy2013GoogleStreetView/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Prilepskiy2013GoogleStreetView/] | ||
| [B]L+00>>>000 | | [B]L+00>>>000 | ||
Строка 161: | Строка 161: | ||
| | | | ||
|- | |- | ||
- | | | + | |Pushnyakov Aleksey |
- | | | + | |Color image segmentation |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Pushnyakov2013ImageSegmentation/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Pushnyakov2013ImageSegmentation/] | ||
| [BM+F]L+S+I+C+UDT+P+R+W+S | | [BM+F]L+S+I+C+UDT+P+R+W+S | ||
Строка 168: | Строка 168: | ||
| | | | ||
|- | |- | ||
- | | | + | |Ryskina Mariya |
- | | | + | |Topic modeling using PLSA |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Ryskina2013TopicModelPLSA/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Ryskina2013TopicModelPLSA/] | ||
| [BM+F]L-S+I+CUDT+PR+W+S | | [BM+F]L-S+I+CUDT+PR+W+S | ||
Строка 175: | Строка 175: | ||
| | | | ||
|- | |- | ||
- | | | + | |Stenin Sergey |
- | | | + | |Detection of topically similar abstracts of scientific conference |
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Stenin2013Clustering/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Stenin2013Clustering/] | ||
| [B]L+S+I+CUD | | [B]L+S+I+CUD | ||
Строка 182: | Строка 182: | ||
| | | | ||
|- | |- | ||
- | | | + | |Urzhumtsev Oleg |
- | | | + | |Similar conferences abstract search |
| | | | ||
| [BM+F]L-S-IC>D>>R--WS | | [BM+F]L-S-IC>D>>R--WS | ||
Строка 189: | Строка 189: | ||
| | | | ||
|- | |- | ||
- | | | + | |Feyzkhanov Rustem |
|Email filter generation | |Email filter generation | ||
|[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Feyzkhanov2013FilterEmail/] | |[https://svn.code.sf.net/p/mlalgorithms/code/Group074/Feyzkhanov2013FilterEmail/] | ||
Строка 196: | Строка 196: | ||
| | | | ||
|- | |- | ||
- | | | + | |Shuyskiy Nikolay |
- | | | + | |Melody recognition |
| | | | ||
| [B]0S-0>>>>> | | [B]0S-0>>>>> | ||
Строка 203: | Строка 203: | ||
| | | | ||
|- | |- | ||
- | | | + | |Yashkov Daniil |
- | | | + | |Face detection |
|[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 |
Версия 15:10, 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 |
---|---|---|---|---|---|
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 | [BM+]L-SIC--U-D->PR-W> | 9.75 | ||
Matrosov Mikhail | Short-term forecasting of musical compositions | [16] | [BF]L-SIC--UDT>>W+S | 9.5 | |
Mityashov Andrey | Unstructured social data processing in classification problem | [17] | [M+F]L+SI--C-UDT--P00S- | 10 | |
Neklyudov Kirill | Face recognition | [18] | [BM+F]LS-I+CU-DTPR-WS- | 13.5 | |
Perekrestenko Dmitriy | Human activity recognition | [19] | [BM+F]L-SI-CU-DTPRW+S | 13.75 | |
Prilepskiy Roman | Text Location and recognition on Google Street View Images. | [20] | [B]L+00>>>000 | ||
Pushnyakov Aleksey | Color image segmentation | [21] | [BM+F]L+S+I+C+UDT+P+R+W+S | 16.25 | |
Ryskina Mariya | Topic modeling using PLSA | [22] | [BM+F]L-S+I+CUDT+PR+W+S | 15.25 | |
Stenin Sergey | Detection of topically similar abstracts of scientific conference | [23] | [B]L+S+I+CUD | ||
Urzhumtsev Oleg | Similar conferences abstract search | [BM+F]L-S-IC>D>>R--WS | 10.25 | ||
Feyzkhanov Rustem | Email filter generation | [24] | [BM+F-]LS-IC--U->(D-T)>>PR | ||
Shuyskiy Nikolay | Melody recognition | [B]0S-0>>>>> | |||
Yashkov Daniil | Face detection | [25] | [M+F]L-S-IC->>>UDTP | ||
Welcome! |
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
- 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.