Machine Learning and Data Analysis (Strijov practice)/Group 074, Fall 2013
Материал из MachineLearning.
(Различия между версиями)
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* Each work stage + 1 point (А--, А-, А, А+, А++), | * Each work stage + 1 point (А--, А-, А, А+, А++), | ||
* Undone work stage - 0. | * Undone work stage - 0. | ||
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Версия 14:56, 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 |
|---|---|---|---|---|---|
| Бунаков Василий | Signature Recognition | [1] | [BM+F]L+SI+CU-DTPRWS | 14.5 | |
| Вдовина Евгения | Visualization of Results of Keyword Groups Mapping | [2] | [BF]L-S+I+C0DT-0R-0S | 9.75 | |
| Воронов Сергей | Распознавание текста на фотографиях | [3] | [BM+F]LS-I+CU+DTP+R-W+S-- | 14.25 | |
| Гринчук Олег | Прогнозирование макроэкономических состояний (Векторная авторегрессия) | [4] | [BMF]L-SI-C-0DTPRWS | 12.25 | |
| Дубовик Анна | Classification and Exploring of Source Code of Python Projects. | [5] | [M]L0I-->>>000 | ||
| Желавская Ирина | Automatic Filters Generator for Gmail | [6] | [BM+]LS->>>>>00I | ||
| Жуйков Владимир | Распознавание подписей | [7] | [B]L--0I-->>>>> | ||
| Иванов Сергей | Personalize Expedia Hotel Searches | [8] | [B]+L-SI+>> | ||
| Иванов Александр | Detecting Unsolicited SMS Messages | [9] | [BM+]LSIC->>U>DTPR | ||
| Касаткин Сергей | Determination of the type of human activity based on the data from the accelerometer | [10] | [B]L-S-I-->>>000 | ||
| Катруца Александр | Ранжирование поисковой выдачи | [11] | [BM+F]L+SI+CUDTPR+W+S | 15.25 | |
| Колчанов Андрей | The financial bubbles definition in the stock data | [12] | [B]0S-I->>> | ||
| Костин Александр | Classify Handwritten Digits | [13] | [B]L+S-IS- | ||
| Котенко Ленгольд Екатерина | Satellite imagery processing for NDVI estimation | [14] | [BMF-]L-S-IC-UD--000W--S-- | 8.5 | |
| Кудряшова Александра | Satellite imagery processing for NDVI estimation | [15] | [BMF-]L-S-IC-UD--000W--S-- | 8.5 | |
| Левдик Павел | Прогнозирование цен на электроэнергию | [BM+]L-SIC--U-D->PR-W> | 9.75 | ||
| Матросов Михаил | Short-term forecasting of musical compositions | [16] | [BF]L-SIC--UDT>>W+S | 9.5 | |
| Митяшов Андрей | Обработка сложноорганизованных социологических данных в задаче классификации | [17] | [M+F]L+SI--C-UDT--P00S- | 10 | |
| Неклюдов Кирилл | Распознавание лиц | [18] | [BM+F]LS-I+CU-DTPR-WS- | 13.5 | |
| Перекрестенко Дмитрий | Human activity recognition | [19] | [BM+F]L-SI-CU-DTPRW+S | 13.75 | |
| Прилепский Роман | Text []Location and recognition on Google Street View Images. | [20] | [B]L+00>>>000 | ||
| Пушняков Алексей | Сегментация цветных изображений | [21] | [BM+F]L+S+I+C+UDT+P+R+W+S | 16.25 | |
| Рыскина Мария | Создание тематической модели на основе PLSA | [22] | [BM+F]L-S+I+CUDT+PR+W+S | 15.25 | |
| Стенин Сергей | Определение тематически близких тезисов научной конференции | [23] | [B]L+S+I+CUD | ||
| Уржумцев Олег | Поиск похожих тезисов конференций | [BM+F]L-S-IC>D>>R--WS | 10.25 | ||
| Фейзханов Рустем | Email filter generation | [24] | [BM+F-]LS-IC--U->(D-T)>>PR | ||
| Шуйский Николай | Поиск мелодии в базе данных | [B]0S-0>>>>> | |||
| Яшков Даниил | Локализация лиц на фотографии | [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.
