Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making
2022 International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence”, Proceedings
Page
%P
-
Book and Conference Proceedings
-
Chapter and Conference Paper
Application of Convolutional Neural Network for Gene Expression Data Classification
The results of research regarding the development of a gene expression data classification system based on a convolutional neural network are presented. Gene expression data of patients who were studied for lu...
-
Chapter and Conference Paper
Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon Entropy
The paper presents the results of the research regarding the application of a fuzzy logic inference system to form the co-expressed gene expression profiles based on the joint use of Shannon entropy and statis...
-
Chapter and Conference Paper
Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review
An application of both the DNA microchips tests or RNA molecules sequencing experiments allows us to form the high-dimensional matrix of genes expressions, values of which are proportional to the number of the...
-
Chapter and Conference Paper
A Model for Assessing the Rating of Higher Education School Academic Staff Members Based on the Fuzzy Inference System
In this paper, we present the model of assessment of higher education school academic staff members rating based on the complex use of Harrington’s desirability function and a fuzzy inference system. Four main...
-
Chapter and Conference Paper
Development of a Fuzzy Inference Model for the Management of a Marine Engine
The paper presents the results of the research concerning development of a fuzzy inference system to determine the current state of marine engine based on criteria established by the manufacturer. The practica...
-
Chapter and Conference Paper
An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments
In this paper, we have presented the research results concerning analysis of gene regulatory network structure based on Cytoscape software tools using graph theory. The gene regulatory network reconstructed us...
-
Chapter and Conference Paper
Technique of Gene Expression Profiles Selection Based on SOTA Clustering Algorithm Using Statistical Criteria and Shannon Entropy
In this paper, we have presented a results of the research concerning selection of informative genes based on the complex use of both statistical criteria and Shannon entropy. The main objective of the researc...
-
Chapter and Conference Paper
Technique of Metals Strength Properties Diagnostics Based on the Complex Use of Fuzzy Inference System and Hybrid Neural Network
The results of the research concerning development of the technique of metals strength properties diagnostics using combination of the methods of non-destructive control based on the complex use of fuzzy infer...
-
Chapter and Conference Paper
Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis
The paper presents the results of the research concerning development of acoustic emission signals soft filtering model based on the complex use of Huang transform and wavelet analysis. The acoustic emission s...
-
Chapter and Conference Paper
Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering
In this paper, we present the results of the research concerning comparison analysis of both the internal and external clustering quality criteria for clustering various types of datasets using density-based D...
-
Chapter and Conference Paper
A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation
Technological stages or separate procedures of the publishing and printing process involve relevant databases and a set of factors (criteria, parameters, requirements) to ensure their quality implementation. H...
-
Chapter and Conference Paper
An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms
The paper presents the results of the research concerning comparison analysis of the efectiveness of OPTICS and DBSCAN density-based and agglonarative hierarchical clustering algorithms within the framework of...
-
Chapter and Conference Paper
A Fuzzy Model for Gene Expression Profiles Reducing Based on the Complex Use of Statistical Criteria and Shannon Entropy
The paper presents the technology of gene expression profiles reducing based on the complex use of fuzzy logic methods, statistical criteria and Shannon entropy. Simulation of the reducing process has been pe...
-
Chapter and Conference Paper
Model of the Objective Clustering Inductive Technology of Gene Expression Profiles Based on SOTA and DBSCAN Clustering Algorithms
The paper presents the hybrid model of the objective clustering inductive technology based on complex using of the self-organizing SOTA and the density DBSCAN clustering algorithms. The inductive methods of co...
-
Chapter and Conference Paper
Objective Clustering Inductive Technology of Gene Expression Sequences Features
Technology of high dimensional data features objective clustering based on the methods of complex systems inductive modeling is presented in the paper. Architecture of the objective clustering inductive techno...
