Обсуждение:Численные методы обучения по прецедентам (практика, В.В. Стрижов)

Материал из MachineLearning.

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== Лекция 1 ==
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/1_Top_conferences_machinelearning.pdf?format=raw Список]топовых конференций в области машинного обучения.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/2_High_IF_ScientificJournals.pdf?format=raw Список] зарубежных журналов с высоким импакт-фактором.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/3_Low_IF_Journals.pdf?format=raw Список] зарубежных журналов с низким импакт-фактором
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/4_VAK_Recommended.pdf?format=raw Список] рекомендуемых журналов ВАК.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/5_VAK_IAD_2012.pdf?format=raw Список] журналов, принимающих статьи по тематике курса.
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# Краткое [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/6_Strijov2014MLCourseShort.pdf?format=raw| описание] курса.
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# Описание результатов курса за период с 2008 по 2014 год: [[Медиа:Motrenko2014MLEducation.pdf‎| статья]].
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#* [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/7a_LinkReviewDensityforecasting.pdf?format=raw Пример] обзора литературы в формате LinkReview.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/8_article-processing.pdf?format=raw Схема] процедуры рецензирования.
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# Примеры написания формального введения к квалификационной работе [http://svn.code.sf.net/p/mvr/lectures/4thYear/Lecture1/9a_ThesisIntro.pdf?format=raw], [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/9b_AutoreferatIntro.pdf?format=raw].
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# Примеры хороших студенческих статей [http://jmlda.org/papers/doc/2015/no11/Ivkin2015TSclassification.pdf KuznetsovIvkin2015], [http://strijov.com/papers/Katrutsa2014TestGenerationEn.pdf Katrutsa2015].
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# Примеры
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## отзывов рецензентов: [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/r1_Reviewer_PCA_NN.pdf?format=raw], [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/r2_Reviewer_Belsley?format=raw], [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/r3_Review_Ranking.pdf?format=raw]
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## ответов на отзывы рецензентов: [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/r4_Reviewer_Gait.pdf?format=raw], [https://sourceforge.net/p/mvr/lectures/code/HEAD/tree/4thYear/Lecture1/r5_Reviewer_Report_on_the_manuscript_correction.pdf?format=raw]
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## корректуры статьи [https://sourceforge.net/p/mvr/lectures/code/HEAD/tree/4thYear/Lecture1/r6_CorrectionSample.pdf?format=raw].
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== Lecture 1 ==
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/1_Top_conferences_machinelearning.pdf?format=raw List] of top Machine Learninng conferences.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/2_High_IF_ScientificJournals.pdf?format=raw List] of international journals with hgh IF.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/3_Low_IF_Journals.pdf?format=raw List] of international jounals with low IF.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/4_VAK_Recommended.pdf?format=raw List] of recommended HAC jounals.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/5_VAK_IAD_2012.pdf?format=raw List] of jounals that publish articles on course subjects.
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# Brief [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/6_Strijov2014MLCourseShort.pdf?format=raw| discription] of the course.
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# A detailed discription of course results (from 2008 to 2014): [Motrenko2014MLEducation.pdf].
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#* [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/7a_LinkReviewDensityforecasting.pdf?format=raw An example] of literature review presented in the form of LinkReview.
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# [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/8_article-processing.pdf?format=raw Scheme] of reviewing procedure.
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# Some examples of writing a formal inroduction to qualification papers (Masters or Phd Thesis)[http://svn.code.sf.net/p/mvr/lectures/4thYear/Lecture1/9a_ThesisIntro.pdf?format=raw], [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/9b_AutoreferatIntro.pdf?format=raw].
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# Several examples of
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## reviewers comments: [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/r1_Reviewer_PCA_NN.pdf?format=raw], [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/r2_Reviewer_Belsley?format=raw], [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/r3_Review_Ranking.pdf?format=raw]
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## authors' responses to reviews: [https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/4thYear/Lecture1/r4_Reviewer_Gait.pdf?format=raw], [https://sourceforge.net/p/mvr/lectures/code/HEAD/tree/4thYear/Lecture1/r5_Reviewer_Report_on_the_manuscript_correction.pdf?format=raw]
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## corrected paper [https://sourceforge.net/p/mvr/lectures/code/HEAD/tree/4thYear/Lecture1/r6_CorrectionSample.pdf?format=raw].

Версия 08:25, 13 апреля 2016

Лекция 1

  1. Списоктоповых конференций в области машинного обучения.
  2. Список зарубежных журналов с высоким импакт-фактором.
  3. Список зарубежных журналов с низким импакт-фактором
  4. Список рекомендуемых журналов ВАК.
  5. Список журналов, принимающих статьи по тематике курса.
  6. Краткое описание курса.
  7. Описание результатов курса за период с 2008 по 2014 год: статья.
    • Пример обзора литературы в формате LinkReview.
  8. Схема процедуры рецензирования.
  9. Примеры написания формального введения к квалификационной работе [1], [2].
  10. Примеры хороших студенческих статей KuznetsovIvkin2015, Katrutsa2015.
  11. Примеры
    1. отзывов рецензентов: [3], [4], [5]
    2. ответов на отзывы рецензентов: [6], [7]
    3. корректуры статьи [8].

Lecture 1

  1. List of top Machine Learninng conferences.
  2. List of international journals with hgh IF.
  3. List of international jounals with low IF.
  4. List of recommended HAC jounals.
  5. List of jounals that publish articles on course subjects.
  6. Brief discription of the course.
  7. A detailed discription of course results (from 2008 to 2014): [Motrenko2014MLEducation.pdf].
    • An example of literature review presented in the form of LinkReview.
  8. Scheme of reviewing procedure.
  9. Some examples of writing a formal inroduction to qualification papers (Masters or Phd Thesis)[9], [10].
  10. Several examples of
    1. reviewers comments: [11], [12], [13]
    2. authors' responses to reviews: [14], [15]
    3. corrected paper [16].
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