Kernel Principal Component Analysis
A method for performing a nonlinear form of Principal. Component Analysis is proposed. By the use of integral operator kernel functions one can compute principal components in high dimensional feature spaces, related to input space by some nonlinear map.
Подобные документы
Public key encryption and digital signature security definitions. Composable symbolic analysis for public key encryption. Ideal functionality formulations. Redefining ideal functionalities. Adding signatures to universally composable symbolic analysis.
учебное пособие, добавлен 15.09.2012Mobile devices as an integral part of a person’s daily life. Familiarize yourself with the basics for getting started developing applications, such as choosing an IDE and installing Java. Analysis of the history of creating the Android operating system.
статья, добавлен 12.02.2019Grain and Trivium - hardware oriented stream ciphers. The linear sequential circuit approximation method as an effective method for the linear model determination. Outline of the analyzed ciphers. Description of Trivium. Correlation coefficient analysis.
статья, добавлен 15.09.2012A General idea on the basis of information contained in cryptographic systems. Feature encryption standard "Rijndael". The principles of encoding data with a public key algorithm RSA. Safety standards models of information flow in computer programs.
книга, добавлен 08.03.2014The comprehensive analysis of the American concept of threats to information security and determination of priority areas of the US’s activity in creating a secure national cyberspace. The number of incidents related to computer systems and networks.
статья, добавлен 15.04.2024Joint fingerprinting and decryption of broadcast messages. An estimation attack on content-based video fingerprinting. Statistics- and spatiality-based feature distance measure for error resilient image authentication. Analysis based on quartic equation.
курс лекций, добавлен 08.03.2014- 57. Хранилища данных
Понятие и классификация, типы и функциональные особенности, а также основные требования, предъявляемые к хранилищам данных. Концептуальное и физическое моделирование, применяемое при их разработке. Свойства группы мер. Принципы работы Analysis Manager.
методичка, добавлен 22.01.2017 On relevance of technical analysis. Pattern recognition. Technical indicators. Data processing. Feature extraction. Kolmogorov-Smirnov test. Algorithm and software. Model configuration. Clustering performance on simulated data, brutе force algorithm.
учебное пособие, добавлен 26.08.2016Analysis of the specific features of automatic code generation for diagrams in the Dragon programming language. Computer’s training by creating an expert system as very different form of human learning. The algorithm of a trip by bus on Python 2.7.
статья, добавлен 10.08.2018Analysis of developing classification task based on structural connectomes. Custom metrics based on random walk logarithms. Performance metric and hyperparameters grid search. Results obtained for this functional connectivity based parcellation scheme.
дипломная работа, добавлен 27.08.2016Feature models for the study of cyber-physical systems in the field of industrial production. Description of the installation of equipment and software environment. Analysis of the current approach for modeling of distributed software and semantic data.
статья, добавлен 23.02.2016Analysis of various methods and strategies for scaling the fintech API to solve the problems of financial applications. The principles of distributing traffic between multiple servers to improve their performance. Asynchronous data processing methods.
статья, добавлен 14.12.2024The article deals with problems of a different nature that arise in any type of business activity with insufficient attention to the removal or concealment of the information contained in the metadata of various documents. Various types of documents.
статья, добавлен 16.01.2024Analysis of data mining systems, development of document management systems. Development of an integrated system for intelligent information analysis. A model for using various statistical data of any format in the source of a digital organization.
статья, добавлен 01.02.2024Consideration of the safety of autonomous systems and robots. Analysis of threats related to the use of artificial intelligence in autonomous vehicles, robots and other autonomous systems. Information flows in autonomous systems and communications.
статья, добавлен 20.03.2024Характеристика концепции многомерного анализа данных. Рассмотрение технологии оперативной аналитической обработки OLAP. Описание программных интерфейсов и объектных моделей. Создание многомерной базы данных в Analysis Manager. Построение OLAP-куба.
курсовая работа, добавлен 07.05.2015Analysis of affine coordinates for pairing computation. Construction of designated connfirmer signature and its application to optimistic fair exchange. Designing a code generator for pairing based cryptographic functions and efficient constructions.
книга, добавлен 08.03.2014Describe the architecture for building a cloud-based SaaS application platform, the main characteristics of the services. Creating a software template for the device of communication inherited of air transport, the use of algebras of real-time processes.
статья, добавлен 25.10.2016Social network analysis as a modern theoretical approach to studying various processes of human life. Application SNA to fields of science. Application exact and approximate Shapley values in the assessment of centrality measures of nodes in networks.
дипломная работа, добавлен 02.09.2016A computer based decision support system is proposed the basic tasks of which are adaptive model constructing of financial processes. The system is developed with the use of system analysis principles, forming alternatives for models and forecasts.
статья, добавлен 20.01.2017The logic of authentication of Burrows, Abadi and Needham. which transforms a protocol into a special form and then uses logical rules to analyze it. Using BAN logic and its enhancements in order to find new weaknesses in various cryptographic protocols.
статья, добавлен 15.09.2012Efficient second-order power analysis. Long modular multiplication for cryptographic applications. The leak resistant arithmetic. Compared elliptic curve cryptography. Instruction set extensions for fast arithmetic. Fault analysis of stream ciphers.
курс лекций, добавлен 08.03.2014Perform the comprehensive analysis of the GraphQL field by first outlining the GraphQL concept and its structure, followed by an organized mapping analysis of main studies. Delves and highlights the importance of adept testing in the GraphQL era.
статья, добавлен 24.02.2024Characteristics of the segment of cloud technologies in Russia, an analysis of their advantages and disadvantages. The main types of cloud services models, the problems of their use (confidentiality, security). Preferences of using clouds in Russia.
статья, добавлен 06.05.2018Research and analysis of ways to solve the problem of reducing the expressions obtained in solving the naval system. Structure of Stokes equations. Development and analysis of an equivalent reduction algorithm based on the theory of chain fractions.
статья, добавлен 22.12.2016