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The Resource Recent developments in data science and intelligent analysis of information : proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4--7, 2018, Kyiv, Ukraine, Oleg Chertov, Tymofiy Mylovanov, Yuriy Kondratenko, Janusz Kacprzyk, Vladik Kreinovich, Vadim Stefanuk, editors

Recent developments in data science and intelligent analysis of information : proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4--7, 2018, Kyiv, Ukraine, Oleg Chertov, Tymofiy Mylovanov, Yuriy Kondratenko, Janusz Kacprzyk, Vladik Kreinovich, Vadim Stefanuk, editors

Label
Recent developments in data science and intelligent analysis of information : proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4--7, 2018, Kyiv, Ukraine
Title
Recent developments in data science and intelligent analysis of information
Title remainder
proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4--7, 2018, Kyiv, Ukraine
Statement of responsibility
Oleg Chertov, Tymofiy Mylovanov, Yuriy Kondratenko, Janusz Kacprzyk, Vladik Kreinovich, Vadim Stefanuk, editors
Creator
Contributor
Editor
Subject
Genre
Language
eng
Member of
Cataloging source
N$T
Dewey number
005.74
Index
no index present
LC call number
QA76.9.D32
Literary form
non fiction
Nature of contents
dictionaries
http://bibfra.me/vocab/lite/organizationDate
2018 :
http://bibfra.me/vocab/lite/organizationName
International Conference on Data Science and Intelligent Analysis of Information
http://library.link/vocab/relatedWorkOrContributorName
  • Chertov, Oleg
  • Mylovanov, Tymofiy
  • Kontenko, Yuriy
  • Kacprzyk, Janusz
  • Kreinovich, Vladik
  • Stefanuk, Vadim
Series statement
Advances in intelligent systems and computing
Series volume
836
http://library.link/vocab/subjectName
  • Databases
  • Big data
  • Information theory
Label
Recent developments in data science and intelligent analysis of information : proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4--7, 2018, Kyiv, Ukraine, Oleg Chertov, Tymofiy Mylovanov, Yuriy Kondratenko, Janusz Kacprzyk, Vladik Kreinovich, Vadim Stefanuk, editors
Instantiates
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Intro; Preface; Organization; Executive Committee; Honorary Co-chairs; General Co-chairs; Program Chairs; Publication Chair; Local Organizing Committee; Chair; Members; Program Committee; Subreviewers; Contents; Machine Learning: Novel Methods and Applications; Use of Symmetric Kernels for Convolutional Neural Networks; 1 Introduction; 2 Symmetric Image Kernels; 3 Levels of Symmetry; 4 Backpropagation Equations; 5 Experiments; 6 Conclusion; References; Neural Network User Authentication by Geometry of the Auricle; Abstract; 1 Introduction
  • 2 Features of the Biometric Authentication Task on the Geometry of the Auricle3 Principles of Adaptation of the Structural Parameters of a Convolutional Neural Network; 4 Method for Determining Structural Parameters of a Convolutional Neural Network; 5 Experimental Results; 6 Conclusions; References; Race from Pixels: Evolving Neural Network Controller for Vision-Based Car Driving; 1 Introduction; 2 Background and Related Work; 3 Genetic Algorithm; 3.1 Overall Algorithm; 3.2 Environment and Rewards; 3.3 Selection; 3.4 Safe Mutation; 3.5 Layer Blend Crossover; 4 Experiments; 4.1 Setup
  • 4.2 Performance4.3 Comparison with DDPG; 4.4 Agents Robustness; 5 Conclusion; Appendix A Track Outlines; References; Application of Neuro-Controller Models for Adaptive Control; Abstract; 1 Introduction; 2 Formalization of the Problem and Architectures of Neural Networks; 3 Generating Data for Training and Testing of the Neuro-Controllers; 4 Training and Testing the Neural Networks; 5 Formalization of the Technological Cycle of a Special Type for Adaptive Control of a Production Process; 6 Conclusion; References
  • Forecasting of Forest Fires in Portugal Using Parallel Calculations and Machine LearningAbstract; 1 Introduction; 2 Data and Methods; 2.1 Preliminary Analysis; 2.2 Search of Best Models; 2.3 Accuracy Analysis; 2.4 Adequacy Analysis; 3 Conclusions; References; A New Non-Euclidean Proximal Method for Equilibrium Problems; 1 Introduction; 2 Assumptions; 3 The Algorithm; 4 Convergence Results; 5 Conclusions; References; Data Analysis Using Fuzzy Mathematics, Soft Computing, Computing with Words; Perceptual Computing Based Method for Assessing Functional State of Aviation Enterprise Employees
  • 1 Introduction2 Perceptual Computing Basics; 2.1 Perceptual Computer Structure; 2.2 CWW Engine; 2.3 Decoder; 2.4 Application of Perceptual Computer to Proactive Control over the Functional State of Aviation Enterprise Employees; 3 Application of the Perceptual Computing to Model Data; 3.1 Constructing the Codebook; 3.2 Assignment of Weights; 3.3 Discussion of the Obtained Results; 4 Conclusions and Further Research; References; Multi-criteria Decision Making and Soft Computing for the Selection of Specialized IoT Platform; Abstract; 1 Introduction; 2 Related Work and Problem Statement
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319978857
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
http://library.link/vocab/ext/overdrive/overdriveId
com.springer.onix.9783319978857
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1047959446
  • (OCoLC)1047959446
Label
Recent developments in data science and intelligent analysis of information : proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4--7, 2018, Kyiv, Ukraine, Oleg Chertov, Tymofiy Mylovanov, Yuriy Kondratenko, Janusz Kacprzyk, Vladik Kreinovich, Vadim Stefanuk, editors
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Intro; Preface; Organization; Executive Committee; Honorary Co-chairs; General Co-chairs; Program Chairs; Publication Chair; Local Organizing Committee; Chair; Members; Program Committee; Subreviewers; Contents; Machine Learning: Novel Methods and Applications; Use of Symmetric Kernels for Convolutional Neural Networks; 1 Introduction; 2 Symmetric Image Kernels; 3 Levels of Symmetry; 4 Backpropagation Equations; 5 Experiments; 6 Conclusion; References; Neural Network User Authentication by Geometry of the Auricle; Abstract; 1 Introduction
  • 2 Features of the Biometric Authentication Task on the Geometry of the Auricle3 Principles of Adaptation of the Structural Parameters of a Convolutional Neural Network; 4 Method for Determining Structural Parameters of a Convolutional Neural Network; 5 Experimental Results; 6 Conclusions; References; Race from Pixels: Evolving Neural Network Controller for Vision-Based Car Driving; 1 Introduction; 2 Background and Related Work; 3 Genetic Algorithm; 3.1 Overall Algorithm; 3.2 Environment and Rewards; 3.3 Selection; 3.4 Safe Mutation; 3.5 Layer Blend Crossover; 4 Experiments; 4.1 Setup
  • 4.2 Performance4.3 Comparison with DDPG; 4.4 Agents Robustness; 5 Conclusion; Appendix A Track Outlines; References; Application of Neuro-Controller Models for Adaptive Control; Abstract; 1 Introduction; 2 Formalization of the Problem and Architectures of Neural Networks; 3 Generating Data for Training and Testing of the Neuro-Controllers; 4 Training and Testing the Neural Networks; 5 Formalization of the Technological Cycle of a Special Type for Adaptive Control of a Production Process; 6 Conclusion; References
  • Forecasting of Forest Fires in Portugal Using Parallel Calculations and Machine LearningAbstract; 1 Introduction; 2 Data and Methods; 2.1 Preliminary Analysis; 2.2 Search of Best Models; 2.3 Accuracy Analysis; 2.4 Adequacy Analysis; 3 Conclusions; References; A New Non-Euclidean Proximal Method for Equilibrium Problems; 1 Introduction; 2 Assumptions; 3 The Algorithm; 4 Convergence Results; 5 Conclusions; References; Data Analysis Using Fuzzy Mathematics, Soft Computing, Computing with Words; Perceptual Computing Based Method for Assessing Functional State of Aviation Enterprise Employees
  • 1 Introduction2 Perceptual Computing Basics; 2.1 Perceptual Computer Structure; 2.2 CWW Engine; 2.3 Decoder; 2.4 Application of Perceptual Computer to Proactive Control over the Functional State of Aviation Enterprise Employees; 3 Application of the Perceptual Computing to Model Data; 3.1 Constructing the Codebook; 3.2 Assignment of Weights; 3.3 Discussion of the Obtained Results; 4 Conclusions and Further Research; References; Multi-criteria Decision Making and Soft Computing for the Selection of Specialized IoT Platform; Abstract; 1 Introduction; 2 Related Work and Problem Statement
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319978857
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
http://library.link/vocab/ext/overdrive/overdriveId
com.springer.onix.9783319978857
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1047959446
  • (OCoLC)1047959446

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