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Table of Contents
Intro
Editor's Preface
Contents
Balanced Weighted Label Propagation
1 Introduction
1.1 Contributions
2 Related Work
3 Proposed Approach
3.1 Resolution Limit
4 Experiment
4.1 Datasets and Setup
4.2 Results and Discussion
5 Conclusion
References
Analysis of the Vegetation Index Dynamics on the Base of Fuzzy Time Series Model
1 Introduction
2 Problem Definition
3 Fuzzy Modeling of NDVI Dynamics
4 Conclusion
References
Application of Data-Driven Fault Diagnosis Design Techniques to a Wind Turbine Test-Rig
1 Introduction
2 Wind Turbine System Description
3 Data-Driven Methods for Fault Diagnosis
3.1 Fault Estimators via Artificial Intelligence Tools
4 Simulation and Experimental Tests
4.1 Simulated Results
4.2 Hardware-in-the-Loop Experiments
5 Conclusion
References
Mathematical Model to Support Decision-Making to Ensure the Efficiency and Stability of Economic Development of the Republic of Kazakhstan
1 Introduction
2 Problem Statement and Its Mathematical Model
3 Method and Algorithm for Solving the Problem
4 Conclusion
References
Automated Data Processing of Bank Statements for Cash Balance Forecasting
1 Introduction
2 Terminology and Notation
3 Data Description
4 Account Balance Data Challenges
4.1 Reconstruction Challenges
4.2 Forecasting Challenges
5 Data Description
5.1 Conventional Approaches to Financial Forecasting
5.2 Machine Learning Approaches to Financial Forecasting
6 Experimental Comparison
6.1 Dataset Description
6.2 Experimental Results
7 Conclusions and Further Work
References
Top of the Pops: A Novel Whitelist Generation Scheme for Data Exfiltration Detection
1 Introduction
2 Related Work
3 Proposed Scheme
3.1 Feature Computation
3.2 Whitelist Candidate Computation
3.3 Whitelist Candidate Expansion
4 Evaluation
4.1 Threat Model
4.2 Data Set and Experiment Configuration
4.3 Feature Evaluation
4.4 Whitelist Evaluation
4.5 Detection Efficiency Evaluation
4.6 Performance Evaluation
5 Conclusion
References
Analyzing Co-occurrence Networks of Emojis on Twitter
1 Introduction
2 Related Work
3 Data Collection
3.1 Topics
3.2 Collection Methodology
3.3 Search Terms
4 Constructing Emoji Co-occurrence Network
5 Results
5.1 Eigenvectors
5.2 Dating
5.3 Music
5.4 US Politics
5.5 Olympics
5.6 Epidemics
5.7 Control Dataset
5.8 Data
6 Conclusion
7 Future Work
References
Development of an Oceanographic Databank Based on Ontological Interactive Documents
1 Introduction
2 State of the Art
3 The Method of Recursive Reduction
3.1 Reduction Operator
3.2 Applicability Function
3.3 Transformation Function
4 Ontological Interactive Documents
4.1 Ontological Presentation Templates
Editor's Preface
Contents
Balanced Weighted Label Propagation
1 Introduction
1.1 Contributions
2 Related Work
3 Proposed Approach
3.1 Resolution Limit
4 Experiment
4.1 Datasets and Setup
4.2 Results and Discussion
5 Conclusion
References
Analysis of the Vegetation Index Dynamics on the Base of Fuzzy Time Series Model
1 Introduction
2 Problem Definition
3 Fuzzy Modeling of NDVI Dynamics
4 Conclusion
References
Application of Data-Driven Fault Diagnosis Design Techniques to a Wind Turbine Test-Rig
1 Introduction
2 Wind Turbine System Description
3 Data-Driven Methods for Fault Diagnosis
3.1 Fault Estimators via Artificial Intelligence Tools
4 Simulation and Experimental Tests
4.1 Simulated Results
4.2 Hardware-in-the-Loop Experiments
5 Conclusion
References
Mathematical Model to Support Decision-Making to Ensure the Efficiency and Stability of Economic Development of the Republic of Kazakhstan
1 Introduction
2 Problem Statement and Its Mathematical Model
3 Method and Algorithm for Solving the Problem
4 Conclusion
References
Automated Data Processing of Bank Statements for Cash Balance Forecasting
1 Introduction
2 Terminology and Notation
3 Data Description
4 Account Balance Data Challenges
4.1 Reconstruction Challenges
4.2 Forecasting Challenges
5 Data Description
5.1 Conventional Approaches to Financial Forecasting
5.2 Machine Learning Approaches to Financial Forecasting
6 Experimental Comparison
6.1 Dataset Description
6.2 Experimental Results
7 Conclusions and Further Work
References
Top of the Pops: A Novel Whitelist Generation Scheme for Data Exfiltration Detection
1 Introduction
2 Related Work
3 Proposed Scheme
3.1 Feature Computation
3.2 Whitelist Candidate Computation
3.3 Whitelist Candidate Expansion
4 Evaluation
4.1 Threat Model
4.2 Data Set and Experiment Configuration
4.3 Feature Evaluation
4.4 Whitelist Evaluation
4.5 Detection Efficiency Evaluation
4.6 Performance Evaluation
5 Conclusion
References
Analyzing Co-occurrence Networks of Emojis on Twitter
1 Introduction
2 Related Work
3 Data Collection
3.1 Topics
3.2 Collection Methodology
3.3 Search Terms
4 Constructing Emoji Co-occurrence Network
5 Results
5.1 Eigenvectors
5.2 Dating
5.3 Music
5.4 US Politics
5.5 Olympics
5.6 Epidemics
5.7 Control Dataset
5.8 Data
6 Conclusion
7 Future Work
References
Development of an Oceanographic Databank Based on Ontological Interactive Documents
1 Introduction
2 State of the Art
3 The Method of Recursive Reduction
3.1 Reduction Operator
3.2 Applicability Function
3.3 Transformation Function
4 Ontological Interactive Documents
4.1 Ontological Presentation Templates