Hybrid swarm negative selection algorithm for DNA-microarray data classification

The classification method, based on Combined Swarm Negative Selection Algorithm, which was originally designed for binary classification problems. The accuracy of developed algorithm was tested in an experimental way with the use of microarray data sets.

Подобные документы

  • Development of tools aimed at maximising the efficiency of the competition of Kaggle. Approbation of a new modified knn algorithm, which allows to obtain more accurate results for classification problems, to participants Of kaggle competitions.

    дипломная работа, добавлен 01.12.2019

  • A Bayesian algorithm for determining the statistical accuracy factor, which can be used to estimate the accuracy characteristics of on-board automatic landing system on the stage of operational control. Solution of the statistical accuracy problem.

    статья, добавлен 26.06.2016

  • The concept of image segmentation as one of the topics of computer vision. The features of the process of dividing the image into segments that contain pixels of similar color. The implementation of the algorithm based on Kruskal's algorithm in C++.

    статья, добавлен 23.02.2016

  • Dictionary data structures. Tolerant retrieval: Wildcards, Spell correction, Soundex. Sort-based index construction. Blocked sort-based Indexing (Sorting with fewer disk seeks). Remaining problem with sort-based algorithm. Single-pass in-memory indexing.

    презентация, добавлен 19.02.2014

  • The methods of image segmentation, a process of division of an image into different segments which contain pixels of similar color, are considered. Graph-based segmentation algorithm, which is based on Kruskal’s algorithm is implemented in C++ language.

    статья, добавлен 23.02.2016

  • Decoding techniques for fast correlation attacks. Description of cryptographic protection. Enforcement mechanism and decision function. Elgamal digital signature scheme. Conceptual model of an authorization architecture. Binary Euclidean algorithm.

    книга, добавлен 08.03.2014

  • Questionnaires are the tools uses in lexical typology with collect data for low-resourced languages, for which there are no large corpora or detailed dictionaries. Algorithm for automatically collect visual stimuli for lexico-typological research.

    дипломная работа, добавлен 04.12.2019

  • The 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 09.04.2013

  • Concept of algorithm and its appointment. Algorithmic method - precisely established procedure or a set of instructions which can be applied to all cases of a problem. Mathematical properties of algorithms described by the British mathematician Turing.

    реферат, добавлен 31.10.2012

  • Improved algorithm for object tracking is for using as part of the machine vision system of image acquisition and processing capable mobile robots. Classical implementation of normalized cross-correlation for face tracking. Experimental results.

    статья, добавлен 01.02.2013

  • This paper presents a comprehensive algorithm for creating an automated system to collect, store, analyze and research data from a business. Its main features include synchronization with, and output to, an application installed on a PC or smartphone.

    статья, добавлен 26.10.2020

  • Research Background, Objectives and Significance. Research on Concept and Connotation of Smart City. Characteristics of Smart City. Importance of Personal Data Classification. A Classified Personal Data Protection Architecture. Services in Smart City.

    дипломная работа, добавлен 23.09.2018

  • An overview of machine learning applications for analyzing genome data. Molecular medicine and gene therapy. DNA and RNA are mobile genetic elements. Possible applications of transposons. Cross check software algorithm. Recognition of relocatable items.

    дипломная работа, добавлен 10.12.2019

  • 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

  • In primary order to satisfy the users' requirements for the productivity and efficiency of tasks implementation the grid-system should implement the effective algorithm of tasks distribution between the computing resources accessible at the moment.

    статья, добавлен 07.12.2016

  • Image as the object image, the phenomenon, in varying degrees, such a depicted or the process of their creation. Development of a method for classification of text and graphic image area. Training and classification using machine reference Vectors.

    статья, добавлен 23.02.2016

  • Classification method of graphic and text area of the image. The principles and stages of construction of the narrative function characterizing the sizes of objects in the image, can be used for training and classification using support vector machines.

    статья, добавлен 23.02.2016

  • Description of the developed energy saving algorithm for autonomous heating systems installed in heated premises. Determination of the moment of switching on for the transition to the specified nominal temperature after maintaining the set temperature.

    статья, добавлен 03.12.2018

  • Familiarity with the basic principles of cryptographic protection of information. Cryptography as a set of methods for data transformation, aimed at, it is to make the data useless to the enemy. Analysis of the cryptographic algorithm with the public key.

    книга, добавлен 08.03.2014

  • Comparison 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 28.05.2021

  • Features of the design method of classification of text and graphic image area. Building descriptive functions that characterize the sizes of the objects in the image, which can be used for learning and classification using support vector machine.

    статья, добавлен 23.02.2016

  • The weather forecast from a scientific point of view as one of the most complex problems of atmospheric physics. General characteristics of the big data forecasting system using the similarity method. Features of using big data for digitization.

    дипломная работа, добавлен 13.07.2020

  • Private versus public key cryptography. Variable changes and normal forms. Elliptic curves over finite fields. The baby-step giant-step algorithm. Counting points on elliptic curves. Isogenies and modular polynomials. The Schoof-Elkies-Atkin algorithm.

    книга, добавлен 08.03.2014

  • Development of a new algorithm for registration of remote sensing images based on landmarks. Mathematical model of elementary and flat objects of the image based on contour analysis. An solution that allows you to analyze a specific image object.

    статья, добавлен 27.05.2021

  • Analysis 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 27.08.2016

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.