Advances in Artificial Systems for Medicine and Education

 
 
Springer (Verlag)
  • erschienen am 19. August 2017
  • |
  • XIII, 344 Seiten
 
E-Book | PDF mit Adobe-DRM | Systemvoraussetzungen
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978-3-319-67349-3 (ISBN)
 

This book presents an overview of the latest artificial intelligence systems and methods, which have a broad spectrum of effective and sometimes unexpected applications in medical, educational and other fields of sciences and technology. In digital artificial intelligence systems, scientists endeavor to reproduce the innate intellectual abilities of human and other organisms, and the in-depth study of genetic systems and inherited biological processes can provide new approaches to create more and more effective artificial intelligence methods. The book focuses on the intensive development of bio-mathematical studies on living organism patents, which ensure the noise immunity of genetic information, its quasi-holographic features, and its connection with the Boolean algebra of logic used in technical artificial intelligence systems. In other words, the study of genetic systems and creation of methods of artificial intelligence go hand in hand, mutually enriching enrich each other.

These proceedings comprise refereed papers presented at the 1st International Conference of Artificial Intelligence, Medical Engineering, and Education (AIMEE2017), held at the Mechanical Engineering Institute of the Russian Academy of Sciences, Moscow, Russia on 21-23 August 2017. The topics discussed include advances in thematic mathematics and bio-mathematics; advances in thematica medical approaches; and advances in thematic technological and educational approaches.

The book is a compilation of state-of-the-art papers in the field, covering a comprehensive range of subjects that are relevant to business managers and engineering professionals alike. The breadth and depth of these proceedings make them an excellent resource for asset management practitioners, researchers and academics, as well as undergraduate and postgraduate students interested in artificial intelligence and bioinformatics systems as well as their growing applications


1st ed. 2018
  • Englisch
  • Cham
  • |
  • Schweiz
Springer International Publishing
  • 128 s/w Abbildungen, 100 farbige Tabellen
  • |
  • 128 schwarz-weiße Abbildungen, 100 farbige Tabellen, Bibliographie
  • 14,65 MB
978-3-319-67349-3 (9783319673493)
10.1007/978-3-319-67349-3
weitere Ausgaben werden ermittelt
  • Intro
  • Preface
  • Organization
  • Contents
  • Advances in mathematics and bio-mathematics
  • 1 The Genetic Coding, United-Hypercomplex Numbers and Artificial Intelligence
  • 1 Matrix-algebraic Approach to the Study of Genetic Systems
  • 2 The Concept of the Geno-logical Coding
  • 3 About United-hypercomplex Numbers
  • References.
  • 2 Exploring Structure and Evolution of the Genetic Code with the Software Tool GCAT
  • 1 Introduction
  • 2 Software
  • 3 Applications
  • 3.1. Circular Codes
  • 3.2. Graphical Visualisation
  • 3.3. Binary Dichotomic Algorithms
  • 4 Discussion and Conclusion
  • References
  • 3 Matrix Representations of Genetic Codes and Human Emotions
  • 1. Introduction
  • 2. Early Theories of Emotions
  • 3. Recent Studies of Emotions
  • 4. Matrix Representation of Human Emotions
  • Reference
  • 4 Matrices in Improvement of Systems of Artificial Intelligence and Education of Specialists
  • 1. Introduction
  • 2. Primary Elements, Platonic Bodies and Numerical Background
  • 3. Primary Elements as Coding in Biology
  • 4. Numerical Sequences, Relation to the Number Theory
  • 5. Golden Ratio Matrix G10
  • 6. The advantage of Fermat Orders
  • 7. Determinant Maximum of a Matrix of Order 257
  • 8. Conclusions
  • 9. Acknowledgements
  • References
  • 5 A Mathematical Proof of Double Helix DNA to Reverse Transcription RNA for Bioinformatics
  • 1. Introduction
  • 2. Block Circulant Jacket Matrix
  • 3. RNA GeneticBlock Circulant Matrix
  • 4. Symmetric Properties of Genetic Matrices
  • 5. Discussion
  • 6. Conclusion
  • Acknowledgments
  • References
  • 6 Tests of Parallel Information Processing on the Basis of Algebra and Formal Automata
  • 1 Introduction
  • 2 The Task of Counting Characters
  • 3 The Task of the Product of Permutations
  • 4 The Automatic Tests of Parallelism
  • 5 Tests Based on Universal Algebra
  • 6 Conclusio
  • Reference
  • 7 Control Strategy of Energy Storage for Frequency Coordination Dispatch Based on Improved Niche Genetic Algorithm
  • 1. Introduction
  • 2. Data Center Power System
  • 3. Data Center Control Strategy Optimization
  • 4. Case Study
  • 5. Conclusions
  • References
  • 8 Architecture and Method of Integrating Information and Knowledge on the Basis of the Ontological Structure
  • 1 Introduction
  • 2 The Ontology Building Process
  • 3 Architecture of Information and Knowledge Integration
  • Based on the Ontological Structure
  • 4 Experimental Research of the Knowledge Integration Method on the Basis of Power Relaxation
  • 5 Conclusion
  • Acknowledgements
  • References
  • 9 A Novel Approach to Estimating Databases Maximum Updating Time
  • 1 Introduction
  • 2 The Network Calculus Advantages in Solving the Problem of Estimating NPP I&C Databases Maximum Updating Time
  • 3 The Problem of Estimating Databases Maximum Updating Time and a Novel Approach to its Solution
  • 3.1. Problem Definition
  • 3.2. Network Calculus Background
  • 3.3. Algorithm and Conditions of Applicability
  • 4 Using the Approach for NPP I&C Database
  • 5 Conclusion
  • References
  • 10 Modeling the Operation of an Adaptive Computing System Based on FGPN for Case Risk Management
  • 1 Introduction
  • 2 The Task of Modeling a Computing System
  • 3 Growing Nested Petri Nets
  • 4 Computing System Model Represented by GNPN
  • 5 Conclusion and future work
  • Acknowledgments
  • References
  • 11 WAMS/SCADA Data Fusion Method Study Based on Time-Series Data Correlation Mining
  • 1. Instruction
  • 1.1. WAMS/SCADA Correlation Evaluation
  • 1.1.1. Correlation Coefficient Derivation
  • 1.1.1.1. Upper and Lower Limit of Correlation Coefficient
  • 1.1.1.2. Determination of WAMS/SCADA Correlation Coefficient
  • 1.2. Method of Correlation Determination
  • 2. Method of Time-series Data Curve Alignment
  • 2.1 Curve Alignment Model Based on Correlation Coefficient
  • 2.2 Solving Model
  • 3. WAMS/SCADA Correlation Data Fusion
  • 4. Simulation Case
  • 4.1. Simulation System and Estimation Indexes
  • 4.2. Data Fusion Simulation Experiment
  • 4.3. Comparison Among Cases
  • 5. Summary and Conclusion
  • Acknowledgment
  • References
  • 12 Evaluation of Library Information Cloud Nodes Configuration Scheme Based on DEA Method
  • 1. Instruction
  • 2. DEA C2GS2 Model
  • 3. The Improvement of C2GS2 Model
  • 4. The Evaluation Steps of the Improved
  • 4. The Evaluation Steps of the Improved C2GS2 Model
  • 5. Application Example
  • 6. Conclusions
  • Reference
  • 13 ?nthropometrical Model in Pentacanon
  • 1 Introduction
  • 2 Human Skeletal Measuring System
  • 3 The Inscribing in the Pentagram
  • 4 Inverse Problem and Statistical Analysis
  • 5 SF-Invariants on Different Structures
  • 6 Pentagon Packing
  • 7 Conclusion
  • References
  • Advances in medical approaches
  • 14 Intelligent Internet Technology for Personalized Health-Saving Support
  • 1 Introduction
  • 2 Concept and Structure of Intelligent Internet Technology for Personalized Health-Saving Support
  • 2.1. Principles of Personalized Health-Saving Support
  • 2.2. Cognitive Methods for Health-Saving Data Processing
  • 2.3. Architecture of Internet Technology for Personalized Health-Saving Support
  • 3 Conclusion
  • Acknowledgment
  • References
  • 15 Intelligence Self-Propelled Planar Parallel Robot for Sliding Cupping-Glass Massage for Back and Chest
  • 1 Introduction
  • 2 Description of the Triangle
  • 3 Conclusions
  • References
  • 16 Art of Recognition the Electromyographic Signals for Control of the Bionic Artificial Limb of the Hand
  • 1. Introduction
  • 2. Essence of Technical Solution
  • 3. Conclusion
  • References
  • 17 Intelligent Recognition of Electrocardiograms Using Selective Neuron Networks and Deep Learning
  • 1 Introduction
  • 2 Image Recognition Using Multi-Layer Networks of Direct Distribution Layers of a Type of Single-Layer Perceptrons
  • 3 Comparative Evaluation of Computation the Volume of
  • 4 Known Methods of Diagnosis by Electrocardiograms and Their Comparison With the Methods of Intellectual Diagnostics
  • 5 Intelligent System of Recognition of ECG
  • 6 Conclusion
  • References
  • 18 Development of Microbiological Analyzer Based on Coherent Fluctuation Nephelometry
  • 1 Introduction
  • 2 Materials and Methods
  • 2.1. Study 1, materials and methods
  • 2.2. Study 2, materials and methods
  • 3 Results
  • 3.1. Study 1 results
  • 3.2. Study 2 results
  • 4 Discussion
  • 5 Conclusions
  • References
  • 19 Simulation of Two-Way Interaction between Blood Flow and Wall in Human Vessel
  • 1 Introdaction
  • 2 Statement of the Problem and Methods of Solution
  • 3 Results and Analysis of Calculations
  • 4 Conclusion
  • References
  • 20 Detection of Hidden Mineral Imbalance in the Human Body by Testing Chemical Composition of Hair or Nails
  • 1 Introduction
  • 2 The Definitions Used
  • 3 Rationale for the Study of Macro- and Trace Element Content Ratios
  • 3.1 Selection of the pairs of macro- and trace elements for the study
  • 3.2 Element content ratio as additional information source
  • 3.3 Confirmation of hidden deviations
  • 4 The Procedure of Hidden Imbalance Detection
  • 4.1 Stage 1. Measuring element content
  • 4.2 Stage 2. Detection of apparent deviations
  • 4.3 Stage 3. Detection of hidden deviations
  • 4.4 Stage 4. The use of the study results in diagnosis
  • 5 Conclusion
  • Bibliography
  • 21 Virtual Concilium for Diagnostics of Heterogeneous Diseases
  • 1 Introduction
  • 2 Team Diagnostic Decision-Making
  • 3 Team Decision-Making Modeling by "Virtual Concilium" on Example of Arterial Hypertension Diagnosis
  • 4 Conclusion
  • Acknowledgments
  • References
  • Advances in technological and educational approaches
  • 22 Artificial Intelligence as Tutoring Partner for Human Intellect
  • 1 Introduction
  • 2 Language of Categories. Glottogenes
  • 3 The Universal Tutoring
  • 4 Artificial Intelligence
  • 5 Intellectual Educational System
  • 6 Ontological Knowledge Base
  • 7 Conclusions
  • References
  • 23 Fundamentals of Intelligent System for Estimation of Dynamical Interaction of Space Debris with Spacecrafts
  • 1 Introduction
  • 2 Conclusions
  • References
  • 24 A Software System for Thin-walled Parts Deformation Analysis
  • 1 Introduction
  • 2 "Soft" Cutting Mode Method
  • 3 Integrated Software System
  • 4 Modules of the System
  • 5 Programming Issues
  • 6 Modules Implementation
  • 7 Conclusions
  • References
  • 25 Design and Modeling of Adaptive Noise Suppression Systems with Morphological Approach
  • 1. Introduction
  • 2. Morphological Approach for the Adaptive Noise Insulation System
  • 3. Description of Experiment
  • 4. Results
  • References
  • 26 Analysis and Synthesis of Innovative Engineering Solutions and Technologies Based on Advanced Morphological Approach
  • 1. Introduction
  • 2. Formulation of the Problem
  • 3. Application of the Advanced Morphological Approach for the Synthesis of Plant Micro-Arc Oxidation
  • 4. Conclusion
  • References
  • 27 Efficiency Analysis of P-controller Neural Tuner and Adaptive Controller Based on Observer for DC Drive Speed Control Problem
  • 1 Introduction
  • 2 Neural Tuner
  • 3 Observer to Identify Plant Parameters Drift
  • 4 Experimental Results
  • 5 Conclusion
  • Acknowledgments.
  • References
  • 28 The Formation of the Optimal Composition of Multi-Agent System
  • 1 Introduction
  • 2 Theoretical Principles
  • 3 Formation of Optimum Composition the MAS at a Stage of Her Creation
  • 4 Formation of Optimum Composition the MAS at a Stage of Her Functioning
  • 5 Practical Implementation
  • 6 Conclusions
  • Acknowledgments
  • References
  • 29 Fuzzy Complex Assessment of Activities of the Agent in Multi-Agent System
  • 1. Introduction
  • 2. Theoretical Aspects of a Research
  • 3. Practical Implementation
  • 4. Conclusions
  • Acknowledgments
  • References
  • 30 Analysis of Emergency level at Sea Using Fuzzy Logic Approaches
  • 1. Introduction
  • 2. Description of the Fuzzy Model Assessment of Emergency Level at Sea
  • 3. Conclusion
  • References
  • 31 Investigation of Dynamic Behavior of Acetylene Production by Oxidative Pyrolysis of Natural Gas
  • 1 Introduction
  • 2 Oxidative Pyrolysis Process Description
  • 3 Mathematical Model of Oxidative Pyrolysis Reactor
  • 4 Transient Process Characteristics
  • 5 Model Verification
  • 6 Conclusions
  • Acknowledgments
  • References
  • 32 Development of a Piecewise Linear Model of the Oxidative Pyrolysis Process for the Control System Synthesis
  • 1 Introduction
  • 2 Total Characteristics of an Oxidative Pyrolysis Process
  • 3 Creation of Piecewise Linear Model of an Oxidative Pyrolysis Process
  • 4 Scoping and Security Center the Oxidative Pyrolysis Process
  • 5 Synthesis of a Control System of an Oxidative Pyrolysis Process
  • 6 Conclusions
  • Acknowledgment
  • References
  • Author Index

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