Linked e-resources
Details
Table of Contents
Intro
Contents
Machine Learning/AI
Energy Demand and Renewable Energy Generation Forecasting for Optimizing Dispatching Strategies of Virtual Power Plants Using Time Decomposition-Based DLinear
1 Introduction
2 Proposed Work
2.1 VPP Energy Optimization Scheduling
2.2 Time Decomposition-Based DLinear
3 Experiment and Result Analysis
4 Conclusion
References
AiDashcam: A Vehicle Collision Responsibility Evaluation System Based on Object Detection and OpenStreetMap
1 Introduction
2 Related Work
3 Vehicle Collision Responsibility Evaluation System
3.1 Design of the System
3.2 Crash Time Detection and Responsibility Assessment
4 Experiments
5 Conclusions
References
Forecasting the Effect of Dust and Irradiance in PV Panel Using Image Processing and ANN
1 Introduction
2 Impact of Dust in Solar Panels
3 Present Cleaning Techniques
3.1 Manual Cleaning
3.2 Vacuum Suction Device Cleaning
3.3 Self-cleaning Nano Film
4 Digital Image Processing
5 Methodology
6 Forecasting Using Neural Network
7 Conclusion
References
BigData (Data Mining, Data Warehouses, Sensor Networks, Data Classification, Regression)
A New Credit Scoring Model to Reduce Potential Predatory Lending: A Design Science Approach
1 Introduction
2 Background
2.1 Credit Scoring Models
2.2 FICO Credit Scoring
3 Research Aims
4 Methodology
4.1 Design Research Science
4.2 Logistic Regression Model
5 Experiment Setup
5.1 Data
5.2 Design and Build
6 Results Discussion
7 Conclusion
8 Potential Limitations
Appendix A: Factors and Variables Used to Create a New Credit Scoring Model
References
Cooperative Spectrum Sharing in Cognitive Radio Networks with Energy Harvesting
1 Introduction
1.1 Contributions
1.2 Organization of Paper
2 System Model and Problem Formulation
3 Artificial Bee Colony Based Optimization
4 Simulation Results
5 Conclusion
References
Predicting COVID-19 Infected Cases: Exploring Stacked Generalization with Japanese Data
1 Introduction
2 Related Work
3 Proposed Stacking-Ensemble Approach
4 Implementation
4.1 Dataset
4.2 Data Preprocessing
4.3 Training LSTM and GRU Networks
4.4 Training XGBoost Classifier
4.5 Predicting Future Infected Cases and Calculating Prediction Interval
5 Result and Evaluation
6 Discussion
7 Conclusion
References
Intelligent Systems, Systems Engineering
Mining Career Patterns from Job Portals with Relevance to Oman
1 Introduction
2 Literature Review
3 Proposed Model
3.1 Methodology
3.2 Implementation Plan
4 Results and Discussion
5 Conclusion
References
Ranking of Web Search for Best Link Identification by Using Hierarchy of Web Page Content
1 Introduction
2 Existing Work
3 Methodology
4 Experimentation
4.1 Survey
Contents
Machine Learning/AI
Energy Demand and Renewable Energy Generation Forecasting for Optimizing Dispatching Strategies of Virtual Power Plants Using Time Decomposition-Based DLinear
1 Introduction
2 Proposed Work
2.1 VPP Energy Optimization Scheduling
2.2 Time Decomposition-Based DLinear
3 Experiment and Result Analysis
4 Conclusion
References
AiDashcam: A Vehicle Collision Responsibility Evaluation System Based on Object Detection and OpenStreetMap
1 Introduction
2 Related Work
3 Vehicle Collision Responsibility Evaluation System
3.1 Design of the System
3.2 Crash Time Detection and Responsibility Assessment
4 Experiments
5 Conclusions
References
Forecasting the Effect of Dust and Irradiance in PV Panel Using Image Processing and ANN
1 Introduction
2 Impact of Dust in Solar Panels
3 Present Cleaning Techniques
3.1 Manual Cleaning
3.2 Vacuum Suction Device Cleaning
3.3 Self-cleaning Nano Film
4 Digital Image Processing
5 Methodology
6 Forecasting Using Neural Network
7 Conclusion
References
BigData (Data Mining, Data Warehouses, Sensor Networks, Data Classification, Regression)
A New Credit Scoring Model to Reduce Potential Predatory Lending: A Design Science Approach
1 Introduction
2 Background
2.1 Credit Scoring Models
2.2 FICO Credit Scoring
3 Research Aims
4 Methodology
4.1 Design Research Science
4.2 Logistic Regression Model
5 Experiment Setup
5.1 Data
5.2 Design and Build
6 Results Discussion
7 Conclusion
8 Potential Limitations
Appendix A: Factors and Variables Used to Create a New Credit Scoring Model
References
Cooperative Spectrum Sharing in Cognitive Radio Networks with Energy Harvesting
1 Introduction
1.1 Contributions
1.2 Organization of Paper
2 System Model and Problem Formulation
3 Artificial Bee Colony Based Optimization
4 Simulation Results
5 Conclusion
References
Predicting COVID-19 Infected Cases: Exploring Stacked Generalization with Japanese Data
1 Introduction
2 Related Work
3 Proposed Stacking-Ensemble Approach
4 Implementation
4.1 Dataset
4.2 Data Preprocessing
4.3 Training LSTM and GRU Networks
4.4 Training XGBoost Classifier
4.5 Predicting Future Infected Cases and Calculating Prediction Interval
5 Result and Evaluation
6 Discussion
7 Conclusion
References
Intelligent Systems, Systems Engineering
Mining Career Patterns from Job Portals with Relevance to Oman
1 Introduction
2 Literature Review
3 Proposed Model
3.1 Methodology
3.2 Implementation Plan
4 Results and Discussion
5 Conclusion
References
Ranking of Web Search for Best Link Identification by Using Hierarchy of Web Page Content
1 Introduction
2 Existing Work
3 Methodology
4 Experimentation
4.1 Survey