Diffusion Maps - a Probabilistic Interpretation for Spectral Embedding and Clustering Algorithms

Spectral embedding and spectral clustering as common methods for non-linear dimensionality reduction and clustering of complex high dimensional datasets. Asymptotics of the diffusion distances and diffusion maps. Clustering of a mixture of gaussians.

Подобные документы

  • Development of an optimal full-text search patterns for keywords, taking into account morphological features of Russian and algorithms indexing and full-text search on relational databases fulltext index, MySQL database and PHP programming language.

    статья, добавлен 29.01.2016

  • The information technology for graphical data from unmanned aircraft real time processing. The structure and functionality of the automated system, image processing algorithms and video. The used of technology in the development of a pilot workplace.

    статья, добавлен 28.01.2017

  • Synthesis SIS model with a uniform two-dimensional spatial distribution of individuals who are in the evolution of such discrete time Markov. The simple square lattice. Computer simulations of a stochastic model for the non-immune disease spread.

    статья, добавлен 14.01.2017

  • An elementary technique which leads to a linear algorithm for solving the discrete logarithm problem on elliptic curves of trace one. Using elliptic curves in cryptography to eliminate curves whose group orders are equal to the order of the finite field.

    статья, добавлен 15.09.2012

  • Our algorithm combines the Reverse Polish Notation (RPN) and expression tree algorithms it is a novel method for efficiently evaluating arithmetic expressions. The algorithm combines the benefits of Reverse Polish Notation (RPN) and Expression Trees.

    статья, добавлен 19.03.2024

  • Development of new ways to ensure the security of data transmission through telecommunication networks. Hardware protection of information from unauthorized access. Organization of hidden channels of common use. The method of authentication of images.

    статья, добавлен 29.11.2016

  • Facebook as a social networking service launched in February 2004. Facts and expert’s opinion concerning using it. Join common-interest user groups or organized by workplace. Update like enough to keep your page interesting. Questions for beginners.

    презентация, добавлен 25.01.2014

  • Дослідження особливостей створення Web-сайтів за допомогою технології Java. Методи реалізації технології Common Gateway Interface. Опис мови програмування, яка створена для генерації сторінок на Web-сервері і роботи з базами даних. Розміщення графіки.

    реферат, добавлен 22.07.2017

  • Exploring a new open source version of the ReaderBench platform. Calculation of indexes of complexity of texts of various levels according to the Common European scale. Evaluation of the complexity of the perception of the text in various fields.

    статья, добавлен 16.08.2023

  • The formation of a common information space. The describing of a new generation of information systems, which are provided the grow and further development of the enterprises and corporate decision-making effectiveness in current economical situation.

    статья, добавлен 26.06.2018

  • Наиболее влиятельные и популярные объектные или объектно-ориентированные языки программирования: Smalltalk, Object Pascal, Common Lisp Object System, Eiffel и Ada. История развития унифицированного языка моделирования. Использование базовых функций.

    курсовая работа, добавлен 07.05.2012

  • An Introduction to Cryptography: Simple substitution ciphers, Divisibility and Common Divisors. Discrete Logarithms and Diffie–Hellman. The index calculus and discrete logarithms. Combinatorics, Probability and Information Theory, Digital Signatures.

    книга, добавлен 08.03.2014

  • Sending messages with numbers. The study of breaking Caesar ciphers. Introduction to modular arithmetic. The process of cracking Vigenere ciphers when you know the key length. Letter frequencies in code. Using common factors to crack Vigenere ciphers.

    книга, добавлен 08.03.2014

  • Cyberspace as a medium through which people engage in more complex processes. The history and development of information security principles in the World Wide Web, an assessment of their effectiveness in practice, the prospects for further development.

    реферат, добавлен 24.03.2015

  • High-Definition Multimedia Interface (HDMI) как интерфейс для мультимедиа высокой чёткости. Способность передавать видеоданные высокого разрешения и многоканальные аудиосигналы с защитой от копирования. Преимущества, ограничения коммутации HDMI.

    реферат, добавлен 12.01.2014

  • Построение схемы сети в GNS3. Настройка голосовой маршрутизации и резервирования SIP trunk-ов. Проверка работоспособности звонком. Проведение настройки keepalive обнаружения недоступности SIP-транка. Обслуживание и эксплуатация сетевых конфигураций.

    контрольная работа, добавлен 31.03.2021

  • Описание проблемы и подходы к ее решению на платформе SAP Business Planning and Consolidation on SAP Business Warehouse. Модель данных системы планирования. Анализ и оценка преимуществ модели данных на основе SAP High-Performance Analytical Appliance.

    курсовая работа, добавлен 10.06.2015

  • The algorithm and program in MAPLE for the solution ordinary differential equations of IV order in the form of generalized power series. Some examples of the solution differential equations IV order. The singular regular points of differential equation.

    статья, добавлен 01.02.2019

  • Краткая история появления оптических компакт-дисков. Устройство CD-ROM диска, порядок работы накопителя. Файловые переменные диска. Характеристика файловых систем, используемых на компакт-дисках: High Sierra, ISO 9660, Joliet, UDF, Mac HFS, Rock Ridge.

    реферат, добавлен 07.12.2013

  • Geometrical form of normal wear of die's working surface. Measuring system on base of threecoordinate machine-tool with numerical program control. Profile of natural wear of die is described by polynomial of third order with high degree of authenticity.

    статья, добавлен 14.09.2016

  • Theoretical information on personal computers, the structure of Windows XP as the operating system. Examples of projects in C ++ Builder to calculate complex mathematical formulas and solving problems with the branch. Programming in C ++ Builder.

    методичка, добавлен 11.10.2014

  • Universal device for the processing, transmission, exchange and storage of information. Role of computer in modern life. The spread of the Internet and its using in common life. Embodiment of achievements of modern information technologies in real life.

    презентация, добавлен 21.06.2015

  • Исследование стандартов распространения электронных курсов: SCORM и IMS Common Cartridge. Характеристика присутствующих на рынке решений по преобразованию стандартных форматов. Разработка проекта конвертора курсов Moodle в формат SCORM (версия 2004).

    дипломная работа, добавлен 08.03.2012

  • Creation of an automated system for collecting information for the incoherent scattering radar. Characteristics of the composition of parameters that affect the control effect. Requirements for the parameters of the transmitting and receiving equipment.

    статья, добавлен 30.10.2016

  • The possibility of a revolutionary breakthrough in the field of health care and medicine when using artificial intelligence. The use of complex statistical and mathematical tools and multidimensional data, which increases the probability of errors.

    статья, добавлен 19.03.2024

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу и оценить ее, кликнув по соответствующей звездочке.