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

  • Privacy and Authentication in program. The random Number Generation. Message-Authentication Code Algorithms. Encrypt and Authenticate Modes. Goals of Public Key Cryptography. The process optimize 32-Bit Implementation. Performance of the Small Variant.

    книга, добавлен 08.03.2014

  • The opportunities that create application of computer visualization using mathematical software to improve the quality of interactive teaching of students. Visualization of numerical solution of problems of mathematical physics by finite element method.

    статья, добавлен 20.01.2016

  • Block cipher modes of operation and data transformation for asymmetrical algorithms. Standardisation in cryptography. Trust models in public key cryptography. Cryptographic standards for the World Wide Web. People who play a role in cryptography.

    книга, добавлен 08.03.2014

  • A random access memory. Examples of peripheral devices: expansion card, video card, image scanners, tape drives, microphones, speakers, web and digital cameras. Network or shared printers. Print three-dimensional objects. Printing 3D models from STL file.

    реферат, добавлен 09.12.2014

  • Robots and controllers: interfaces, operating system. Binary, analog, position sensor. Kinematics, driving program. Balancing robots: simulation, double inverted pendulum. Micro mouse contest. Maze exploration algorithms. Real-time image processing.

    учебное пособие, добавлен 25.11.2013

  • Biometrics at a distance: issues, challenges, and prospects. Advanced technologies for touchless fingerprint recognition. Long-range facial image acquisition and quality. Detection of singularities in fingerprint images using linear phase portraits.

    книга, добавлен 08.03.2014

  • Разработка метода шифрования информации с использованием регистра сдвига с линейной обратной связью (Linear Feedback Shift Register – LFSR) и динамических ключей. Использование нескольких регистров одновременно. Применяемый криптографический ключ.

    статья, добавлен 11.07.2022

  • Development of the mathematical model of invariant image processing in the visual system. The principles of constructing a functional that reaches a maximum when the values of the transformations are equal to the hidden transformations of the signal.

    статья, добавлен 22.12.2016

  • A proposed public key distribution protocol, which is based on diffie-hellman problem is a two-pass protocol and has many of desirable secrity; the protocol is an extension diffie-hellman key exchange using random numbers and establishes a shared key K.

    курс лекций, добавлен 08.03.2014

  • Рассмотрение элементов пакета расширения student package: calculus1, linear algebra, precalculus. Ознакомление с интерактивными примерами по линейной алгебре. Исследование и характеристика основных средств визуализации векторных и матричных понятий.

    доклад, добавлен 24.12.2016

  • Higher-level programming language (commonly C, C++, or java) and familiarity with the fundamentals of data structures and algorithms. The study of the theory of computation. A hierarchy of formal language and automata. Limits of algorithmic computation.

    книга, добавлен 08.03.2014

  • Comparative analysis of the ways to reduce the contingency of loss of access. The secret key - the main part of the protection system in most cryptographic algorithms. Homomorphism property as one of the basic features of Shamir threshold scheme.

    статья, добавлен 06.05.2018

  • The presenting online system for symbolic differentiation that calculate derivatives. The trees are used for representation of formulas. Derivatives are generated by tree transformations. Presented algorithms are part of the microsystems simulator Dero.

    статья, добавлен 10.05.2018

  • Bioinformatics Versus Other Disciplines. Further Developments: from Linear Information to Multidimensional Structure Organization. Probability-Generating Functions and Characteristic Functions. Transition Probability Matrix and State Transition Graph.

    учебное пособие, добавлен 25.11.2013

  • Analysis of data aggregated preferences. The ranking of the elements as separate and static elements. Evaluation of the algorithms, assumptions, weight and shifting implicit preferences. The essence of ranking elements as a function of their attributes.

    дипломная работа, добавлен 30.08.2016

  • Types of knowledge-based systems. Logic, rules and representation. The use of registered names, trademarks in engineering. Expert systems, neural networks, genetic algorithms, case-based reasoning systems and methodologies of intelligent agents.

    книга, добавлен 04.10.2014

  • The issue of necessity of monitoring circumstance of software systems implemented through service-based principle in conditions of continuous development and enhancement. Pattern and antipattern detection. Metric calculation algorithms. Response time.

    дипломная работа, добавлен 31.10.2016

  • Machine learning is a set of algorithms and tools that help machines understand hidden patterns in data and exploit the structure and substance of those hidden patterns. The history of the emergence of architectures of increased computing power.

    статья, добавлен 24.02.2024

  • Сущность технологии COM - предшественника .NET, ее предназначение для упрощения создания сложных приложений. Преимущества .NET, ее версии. Модули DLL или EXE. Стандартная система типов (Common Type System, CTS). Общеязыковые правила. Части .NET Framework.

    презентация, добавлен 18.10.2013

  • Basics of Contemporary Cryptography for Information Technology Practitioners. Codes for Error Detection. Advances in Coding Theory and Cryptography. Arcs, minihypers, and the classification of three-dimensional Griesmer codes. About the code equivalence.

    книга, добавлен 08.03.2014

  • Error propagation and feedforward invertibility. Generation of finite automata with invertibility. Weak inverses with bounded error propagation of a finite automaton. Canonical form for finite automaton one key cryptosystems. Generalized algorithms.

    книга, добавлен 08.03.2014

  • The security challenges of ubiquitous computing. The study side channel attack methodology. Hardware to solve sparse systems of linear equations over. Symmetric ciphers: side channel attacks and countermeasures. Attacks on asymmetric cryptosystems.

    курс лекций, добавлен 08.03.2014

  • Consideration of new forms of binary representations of Boolean functions. Analysis of single algebraic and non-inverting classic models of the Reed-Muller. Using technology "EDM - Extended Data Mining". Characteristics of main data mining algorithms.

    статья, добавлен 14.07.2016

  • The method and algorithm for realization of arithmetic operations in the system of remainder classes. The principal advantage of the suggested method. The algorithms for realization of arithmetic operations of summation, deduction and multiplication.

    статья, добавлен 14.07.2016

  • The technical aspects of building a solution to our problem of predicting advertisement banner efficiency. Rectified Linear Units activation function. A simple neural network architecture, trustworthy model. Visualizing convolutional neural networks.

    дипломная работа, добавлен 13.07.2020

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.