Applications of Synthetic High Dimensional Data

Cover
Title Page
Copyright Page
Book Series
   Mission
   Coverage
Preface
   AN OVERVIEW
   A DESCRIPTION OF THE IMPORTANCE OF EACH OF THE CHAPTERS
   CONCLUSION
Chapter 1: A Novel Approach Towards Regeneration and Constitution of Data Linked to Distributed Databases
   ABSTRACT
   1. INTRODUCTION
   2. RELATED WORK
   3. METHOD OF REGENERATION OF DATA
   4. BASIC APPLICABILITY AND CONCEPTUALIZATION
   5. RETRIEVAL AND REGENERATION OF GLOBAL SCHEMA
   6. STEPS FOR RETRIEVAL AND REGENERATION OF LARGE SCALED DATA FROM DATABASES
   7. PRIORITIZATION OF MULTI AGENT CONCEPT
   8. EXPERIMENTAL ANALYSIS
   9. DISCUSSION AND FUTURE DIRECTION
   10. CONCLUSION
   REFERENCES
Chapter 2: Data Visualization in Large Scale Based on Trained Data
   ABSTRACT
   INTRODUCTION
   LITERATURE REVIEW
   DATA VISUALIZATION TOOLS
   CONCLUSION
   REFERENCES
Chapter 3: Deep Machine Learning
   ABSTRACT
   1. INTRODUCTION
   2. RELATED WORKS
   3. DEEP MACHINE LEARNING
   4. SEVERAL EXISTING STRONG MACHINE LEARNING TECHNIQUES
   5. GENERALITY VERSUS SPECIFICITY TRADE-OFF
   6. DEEP MACHINE LEARNING AND HUMAN INTELLIGENCE
   7. DEEP MACHINE LEARNING
   8. CONCLUSION
   REFERENCES
Chapter 4: Digitalization and Its Impact on the Development of Society
   ABSTRACT
   INTRODUCTION
   MAIN FOCUS OF THE ARTICLE
   PRESENTATION OF THE MAIN RESEARCH MATERIAL
   CONCLUSION
   REFERENCES
Chapter 5: E-Learning as a Training Concept for Staff
   ABSTRACT
   1. INTRODUCTION
   2. REVIEW OF THE LITERATURE
   3. RESEARCH METHODOLOGY
   4. RESULTS
   5. FUTURE RESEARCH
   6. CONCLUSION
   REFERENCES
Chapter 6: Factor Analysis of the Intercultural Sensitivity, Ethnocentrism, Social Media by the Means of Structural Equation Modelling
   ABSTRACT
   INTRODUCTION
   CONCLUSION
   REFERENCES
Chapter 7: Feature Selection Using Correlation Analysis for Accurate Breast Cancer Diagnosis
   ABSTRACT
   INTRODUCTION
   LITERATURE REVIEW
   METHODOLOGY
   RESULT
   FEATURE SELECTION USING GENETIC ALGORITHM
   HEAT MAP OF COPY NUMBER AND PROTEIN LEVEL
   FUTURE WORK
   REFERENCES
Chapter 8: Developing Peacemaking Soft Skills of Managers as a Method of Preventing Professional Burnout and Restoring Work-Life Balance
   ABSTRACT
   METHODS
   DEVELOPING PEACEMAKING SOFT SKILLS OF MANAGERS AS A METHOD OF PREVENTING PROFESSIONAL BURNOUT AND RESTORING WORK-LIFE BALANCE: A UKRAINIAN CASE STUDY
   LITERATURE REVIEW
   DISCUSSION
   CONCLUSION
   REFERENCES
Chapter 9: Prospects for the Implementation of Practice-Based Learning for Students of Managerial Profile
   ABSTRACT
   INTRODUCTION
   LITERATURE REVIEW
   DISCUSSION
   CONCLUSION
   REFERENCES
Chapter 10: The Privacy-Preserving High-Dimensional Synthetic Data Generation and Evaluation in the Healthcare Domain
   ABSTRACT
   1. INTRODUCTION
   2. LITERATURE REVIEW
   3. BACKGROUNDS
   4. THE PROPOSED FRAMEWORK
   5. CONCLUSION AND FUTURE WORK
   REFERENCES
Chapter 11: Tools to Create Synthetic Data for Brain Images
   ABSTRACT
   1. INTRODUCTION
   2. USES OF SYNTHETIC IMAGE DATASET
   3. DISADVANTAGES OF THE TECHNOLOGY FOR CREATING SYNTHETIC BRAIN IMAGES
   4. TOOLS FOR CREATING THE SYNTHETIC IMAGE DATASET TO TRAIN THE MODEL
   5. DATA AUGMENTATION USING THE GENERATED SYNTHETIC BRAIN IMAGE DATA SET
   6. TRAINING AND VALIDATING THE SYNTHETIC DATASET
   7. CONCLUSION
   REFERENCES
Chapter 12: Transformation of Industrial Production
   ABSTRACT
   INTRODUCTION
   BACKGROUND
   EFFECTS OF BREAKTHROUGH TECHNOLOGIES FOR INDUSTRIAL DEVELOPMENT
   CONCLUSION
   REFERENCES
Chapter 13: To the Question of Design and Manufacturing of Special Equipment for Mechanism of Pneumatic Power Receiving Mechanism
   ABSTRACT
   INTRODUCTION
   STATEMENT OF MATERIAL
   CONCLUSION
   REFERENCES
Compilation of References
Related References
About the Contributors