Developments and Applications of Nonlinear Principal Component Analysis
The algorithm of the basic components of a linear analysis. Work on nonlinear PCA, or NLPCA, autoassociative's neural networks, principal curves and manifolds, kernel the combination's of these approaches. The problem areas that require research.
Рубрика | Математика |
Предмет | Statistical Analysis |
Вид | статья |
Язык | английский |
Прислал(а) | Kruger, Zhang, Xie |
Дата добавления | 08.02.2013 |
Размер файла | 659,7 K |
Отправить свою хорошую работу в базу знаний просто. Используйте форму, расположенную ниже
Студенты, аспиранты, молодые ученые, использующие базу знаний в своей учебе и работе, будут вам очень благодарны.
Подобные документы
Construction of the general algorithm for integration of the linear usual distinctive equation. Creation of the common decision of the differential equation. An example of the decision of linear systems. Definition of components of certain functions.
учебное пособие [2,4 M], добавлен 03.10.2011Research of the primitive quasi-harmonical triple-wave patterns in thin-walled cylindrical shells Tracking of distribution of a stable wave. Reception of the equations of nonlinear fluctuations in an environment according to the hypothesis of Kirhoff.
дипломная работа [221,9 K], добавлен 14.02.2010Investigation of the problem with non-local conditions on the characteristic and on the line of degeneracy . The solution of the modied Cauchy problem with initial data. The solution of singular integral equations. Calculation of the inner integral.
статья [469,4 K], добавлен 15.06.2015Компьютерная программа, реализующая полиномиальную аппроксимацию подынтегральной функции для вычисления точного значения интеграла. Язык программирования Visual Basic. Описание средств программного интерфейса. Интерактивная форма для ввода данных.
курсовая работа [476,5 K], добавлен 27.04.2011Двойственные задачи в линейном программировании. Симметричные и несимметричные двойственные задачи. Связь исходной и двойственной задач. Анализ моделируемой ситуации (моделируемого объекта). Реализация двойственности на Visual Basic for Application.
курсовая работа [703,5 K], добавлен 14.10.2011Общая характеристика и особенности двух методов решения обычных дифференциальных уравнений – Эйлера первого порядка точности и Рунге-Кутта четвёртого порядка точности. Листинг программы для решения обычного дифференциального уравнения в Visual Basic.
курсовая работа [1,1 M], добавлен 04.06.2010The principles of nonlinear multi-mode coupling. Consider a natural quasi-linear mechanical system with distributed parameters. Parametric approach, the theory of normal forms, according to a method of normal forms. Resonance in multi-frequency systems.
реферат [234,3 K], добавлен 14.02.2010The process of scientific investigation. Contrastive Analysis. Statistical Methods of Analysis. Immediate Constituents Analysis. Distributional Analysis and Co-occurrence. Transformational Analysis. Method of Semantic Differential. Contextual Analysis.
реферат [26,5 K], добавлен 31.07.2008The collection and analysis of information with a view of improving the business marketing activities. Qualitative & Quantitative Research. Interviews, Desk Research, Test Trial. Search Engines. Group interviews and focus groups, Secondary research.
реферат [12,5 K], добавлен 17.02.2013Description and operating principles of Air-Conditioning System of Tu-154. Principal scheme of ACS. Theoretical base of algorithm developing process. Functions of the system failures. Description of obtained algorithm of malfunctions discovering.
курсовая работа [27,7 K], добавлен 01.06.2009Familiarization with the biographical facts of life of B. Shaw. Conducting analysis of the literary work of the writer and assessment of its contribution to the treasury of world literature. Reading's best-known work of the author of "Pygmalion".
курсовая работа [37,1 K], добавлен 24.03.2011Comparative analysis of acronyms in English business registers: spoken, fiction, magazine, newspaper, non-academic, misc. Productivity acronyms as the most difficult problem in translation. The frequency of acronym formation in British National Corpus.
курсовая работа [145,5 K], добавлен 01.03.2015Basic assumptions and some facts. Algorithm for automatic recognition of verbal and nominal word groups. Lists of markers used by Algorithm No 1. Text sample processed by the algorithm. Examples of hand checking of the performance of the algorithm.
курсовая работа [22,8 K], добавлен 13.01.2010Planning a research study. Explanation, as an ability to give a good theoretical background of the problem, foresee what can happen later and introduce a way of solution. Identifying a significant research problem. Conducting a pilot and the main study.
реферат [26,5 K], добавлен 01.04.2012Max Petroleum Plc as company, which is engaged in the exploration and production of oil. Familiarity with the peculiarities of the formation of oil deposits in the Caspian basin. Features analysis of historical exploration work on a regional scale.
презентация [448,3 K], добавлен 30.06.2014Some important theories of globalization, when and as this process has begun, also its influence on our society. The research is built around Urlich Beck's book there "Was ist Globalisierung". The container theory of a society. Transnational social space.
курсовая работа [24,5 K], добавлен 28.12.2011Рождение и развитие Basic. Краткое описание Visual Basic for Applications. Новые возможности Visual Basic 5.0. Пример взаимодействия Excel и Visual Basic. Программирование табличных функций. Встраивание, применение функций. Формы, средства управления OLE.
реферат [20,7 K], добавлен 11.03.2010Systematic framework for external analysis. Audience, medium and place of communication. The relevance of the dimension of time and text function. General considerations on the concept of style. Intratextual factors in translation text analysis.
курс лекций [71,2 K], добавлен 23.07.2009Basic rules of social protection in USA. Maintenance of legal basis, development and regular updating of general(common) methodological principles of state guarantees and methodical development in sphere of work. Features of payment of work by worker.
курсовая работа [29,4 K], добавлен 12.04.2012Defining cognitive linguistics. The main descriptive devices of frame analysis are the notions of frame and perspective. Frame is an assemblage of the knowledge we have about a certain situation, e.g., buying and selling. Application of frame analysis.
реферат [324,4 K], добавлен 07.04.2012