Computational Intelligence in Clustering Algorithms
The value of cluster analysis to explain a number of phenomena. Consideration clustering algorithms computational intelligence, particularly based on neural networks and kernel-based learning. Review their application to five's real world problems.
Подобные документы
Development and implementation of new technologies in banking services. The ability to improve the existing anti-fraud model used in real banking practice. Clusters and their impact on the assessment of the existing anti-fraud model. Data Chart Analysis.
дипломная работа, добавлен 10.12.2019Spectral 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.
учебное пособие, добавлен 08.02.2013Clustering algorithms for very large database used in image processing and video. Search for groups (classes, clusters, segments) of the objects surveyed in the analyzed information arrays. Multidimensional vectors forming a traditional data table.
статья, добавлен 14.01.2017A computational complexity based theory of modern encryption. Generating pseudo-random bit or number sequences. Generic encryption with pseudorandom functions. Problems with deterministic encryption in general. Required properties for digital cash.
книга, добавлен 08.03.2014Types 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 04.10.2014This systematic literature review aims to identify the impact of artificial intelligence in foreign language learning using learning management systems by systematically reviewing studies related to the area. Application of the PRISMA block diagram.
статья, добавлен 16.01.2024Possibilities and features of artificial neural networks. Areas of practical application of artificial neural networks. Voice interface distribution and visual serach. Learning neural networks. The following visualization. Direct error propagation.
презентация, добавлен 06.02.2019Computational and Mathematical Preliminaries: computability, complexity, intractability. Efficient Number-Theoretic Algorithms and Intractable Problems. Public-Key Cryptography and Type Crytposystems. Integer Factorization and Discrete Logarithm Attacks.
книга, добавлен 08.03.2014Comparison of several common approaches to the analysis of system logs and streaming data generated en masse by the company's IT infrastructure. Characteristics of model-based anomaly search algorithms and hierarchical temporary memory algorithms.
статья, добавлен 28.05.2021Intellectual information systems as hybrid neural networks. Using the topology of neural networks based on a fuzzy perceptron, ANFIS, TSK, Wang & Mendel’s network to solve diagnostic problems in medicine. Influence of the fuzzy rule on output signal.
статья, добавлен 22.12.2016The methodological, technical approaches are considered to construct the agent-based model with built-in artificial neural networks. This model describes the user's behavior of electronic, distance learning in a virtual environment of one of universities.
статья, добавлен 23.06.2016- 12. Study of two 3D face representation algorithms using range image and curvature-based representations
The analysis of algorithms for image representation to recognition of 3D face scans with the presence of facial expressions. The input point cloud based on curvature analysis and range image representation to achieve a representation of the face features.
статья, добавлен 23.06.2016 Introduction to Blind Signal Processing: Problems and Applications. Iterative Algorithms with Non-negativity Constraints. Basic Properties of PCA. Extraction of Principal Components. SOS Blind Identification Based on EVD. Computer Simulation Experiments.
книга, добавлен 25.11.2013The Iterative Extraction as extended approach extraction techniques in Principal Component Analysis to other additive data models. Additive models for clustering & similarity data and apply Iterative Extraction for deriving feasible clustering solutions.
учебное пособие, добавлен 08.02.2013On 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 26.08.2016The cognitive simulation of AstroDatabank records by using the artificial intelligence system with the neuron-net training and recognition. Structure of the analytical system. Studying the technology of simulation. Discussing the mostly important results.
статья, добавлен 26.04.2017A 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 08.03.2014The problem of the development of mathematical support to automate the process of diagnostic and recognizing model construction by precedents. The software realizing proposed transformations and indicators characterizing their properties was developed.
статья, добавлен 29.07.2016Machine 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 24.02.2024Classification of tools for the implementation of sensing systems. The necessity of application of sensing systems and some of their parameters are described, which are useful for robots with systems of artificial intelligence. Voxel or pixel graphics.
статья, добавлен 26.04.2021The detailed description of the existing HRM system in the retail company. The advantages and disadvantages of its components and business intelligence applications. System drawbacks and the main directions for necessary additions and improvements.
реферат, добавлен 20.03.2016A bird's-eye view of modern cryptography. Preliminaries and Defining security in cryptography. Elementary number theory and algebra background. Approximations using partial Greatest common divisors computations. Birthday-based algorithms for functions.
книга, добавлен 08.03.2014The methods for adaptive, knowledge-based learning, such as online incremental feature selection, spiking neural networks, adaptive data and model integration, and artificial life systems, particle swarm optimisation, ensembles of evolving systems.
книга, добавлен 09.04.2013A negligibility-based framework to model network-centric security problems in mobile ad hoc networks. Modeling network-centric security in a negligibility-based framework with network scale as the input parameter and anti-disruption secure routing.
статья, добавлен 15.09.2012The 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