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The Modified Principal Component Analysis Feature Extraction Method for the Task of Diagnosing Chronic Lymphocytic Leukemia Type B-CLL
  • M. Topolski
  • Computer Science
  • J. Univers. Comput. Sci.
  • 2020
TLDR
The vast majority of medical problems are characterised by the relatively high spatial dimensionality of the task, which becomes problematic for many classic pattern recognition algorithms due to the well-known phenomenon of the curse of dimensionality. Expand
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Algorithm of Multidimensional Analysis of Main Features of PCA with Blurry Observation of Facility Features Detection of Carcinoma Cells Multiple Myeloma
TLDR
The article is mainly focused on the description of the PCA main component algorithm with fuzzy observation of object features. Expand
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The Use of Cluster Analysis and the Theory of Mathematical Records in the Process of Planning the Production-Warehouse Flow
TLDR
The paper proposes a new approach to the agglomeration of data in cluster analysis using the mathematical theory of records. Expand
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Algorithm for Constructing a Classifier Team Using a Modified PCA (Principal Component Analysis) in the Task of Diagnosis of Acute Lymphocytic Leukaemia Type B-CLL
TLDR
In this document, the authors present a modified selection method of features of the PCA object. Expand
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Application of the Stochastic Gradient Method in the Construction of the Main Components of PCA in the Task Diagnosis of Multiple Sclerosis in Children
TLDR
We developed a method of extracting features with the application of the stochastic gradient method in the task diagnosis of multiple sclerosis in children. Expand
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Consumption of Antibiotics and Epidemiology of Clostridioides difficile in the European Union in 2016—Opportunity for Practical Application of Aggregate ECDC Data
Background: The most important pathomechanism of Clostridioides difficile infections (CDI) is post-antibiotic intestinal dysbiosis. CDI affects both ambulatory and hospital patients. Aim: TheExpand
Inteligentne rozwiązanie sterowania ruchem drogowym w logistyce miasta
The article presents the problem of optimization and reliability of traffic control within intersections using classical methods and genetic algorithms with fuzzy evaluation of the chromosome. ThereExpand
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Logistic system of a company and its spatial structure
In this publication there are the description of logistic product and its system's elements presented. There are also logistic subsystems and their elements separated which are presented in theExpand
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