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Details
Table of Contents
Intro
Preface
Contents
About the Editors
The Theory and Application of Artificial Intelligence
A Mine Target Detection Technology Based on Artificial Intelligence Algorithm
1 Introduction
2 Overall Process
3 Design Scheme
3.1 Construction of Dataset
3.2 Detection Model Design
3.3 Small Goal Optimization
3.4 Model Compression
4 Experimental Verification
5 Conclusions and Prospects
References
Meta-learning Improves Emotion Recognition
1 Introduction
2 Description of Algorithms
3 Experiments with CNN
4 Experiments with Meta-CNN
5 Conclusion
References
Automatic Machine Learning Model Construction and Performance Validation in Face Recognition
1 Introduction
2 Dataset and Method
2.1 Dataset Description
2.2 Dataset Preprocessing
2.3 Proposed Approach
2.4 Implementation Details
3 Results and Discussion
3.1 Results
3.2 Discussion
4 Conclusion
References
Problem Solving and Algorithm Research of the Integration of News Media Gathering and Editing Based on Artificial Intelligence
1 Introduction
2 Methods
2.1 Clustering Model
2.2 Auxiliary Service Design
3 Result Analysis
3.1 The Realization Effect of Theme Extension
3.2 Realization Effect of Manuscript Background
4 Conclusion
References
ISAR Image Quality Grade Evaluation of Space Targets Based on Fusion Feature
1 Introduction
2 Image Quality Feature Extraction and Fusion
2.1 Overall Texture Features of Image
2.2 Image Detail Intensity Feature
2.3 Image Signal-to-Noise Ratio (SNR) Feature
2.4 Features Normalization and Fusion
3 Image Quality Evaluation Based on Machine Learning
3.1 Offline Training of Image Quality Evaluation Model
3.2 Online Evaluation of Image Quality
4 Experiment and Analysis
5 Conclusion
References
Research on the Key Technologies of Big Data Security and Privacy Protection in the Field Based on Artificial Intelligence
1 Introduction
2 Method
2.1 Big Data Security and Privacy Protection Data Processing Platform
2.2 Differential Privacy Data Publishing Based on Spark Framework
2.3 Dynamic Data Distribution of Differential Privacy Based on Fractal Dimension
3 Result Analysis
3.1 Publishing Results of Differential Privacy Data Based on Spark Framework
3.2 Dynamic Data Distribution Results of Differential Privacy Based on Fractal Dimension
4 Conclusion
References
Research on Explosive Shock Wave Parameters Film Test Method Based on Image Method
1 Introduction
2 Method
2.1 Principle Analysis
2.2 Design Experiment of Thin Film
3 Result Analysis
3.1 Failure Analysis
3.2 Relationship Between Pressure and Deformation Disturbance
3.3 Influencing Factors
4 Conclusion
References
Research on Chinese News Text Classification Based on ERNIE Model
1 Introduction
2 Related Work
Preface
Contents
About the Editors
The Theory and Application of Artificial Intelligence
A Mine Target Detection Technology Based on Artificial Intelligence Algorithm
1 Introduction
2 Overall Process
3 Design Scheme
3.1 Construction of Dataset
3.2 Detection Model Design
3.3 Small Goal Optimization
3.4 Model Compression
4 Experimental Verification
5 Conclusions and Prospects
References
Meta-learning Improves Emotion Recognition
1 Introduction
2 Description of Algorithms
3 Experiments with CNN
4 Experiments with Meta-CNN
5 Conclusion
References
Automatic Machine Learning Model Construction and Performance Validation in Face Recognition
1 Introduction
2 Dataset and Method
2.1 Dataset Description
2.2 Dataset Preprocessing
2.3 Proposed Approach
2.4 Implementation Details
3 Results and Discussion
3.1 Results
3.2 Discussion
4 Conclusion
References
Problem Solving and Algorithm Research of the Integration of News Media Gathering and Editing Based on Artificial Intelligence
1 Introduction
2 Methods
2.1 Clustering Model
2.2 Auxiliary Service Design
3 Result Analysis
3.1 The Realization Effect of Theme Extension
3.2 Realization Effect of Manuscript Background
4 Conclusion
References
ISAR Image Quality Grade Evaluation of Space Targets Based on Fusion Feature
1 Introduction
2 Image Quality Feature Extraction and Fusion
2.1 Overall Texture Features of Image
2.2 Image Detail Intensity Feature
2.3 Image Signal-to-Noise Ratio (SNR) Feature
2.4 Features Normalization and Fusion
3 Image Quality Evaluation Based on Machine Learning
3.1 Offline Training of Image Quality Evaluation Model
3.2 Online Evaluation of Image Quality
4 Experiment and Analysis
5 Conclusion
References
Research on the Key Technologies of Big Data Security and Privacy Protection in the Field Based on Artificial Intelligence
1 Introduction
2 Method
2.1 Big Data Security and Privacy Protection Data Processing Platform
2.2 Differential Privacy Data Publishing Based on Spark Framework
2.3 Dynamic Data Distribution of Differential Privacy Based on Fractal Dimension
3 Result Analysis
3.1 Publishing Results of Differential Privacy Data Based on Spark Framework
3.2 Dynamic Data Distribution Results of Differential Privacy Based on Fractal Dimension
4 Conclusion
References
Research on Explosive Shock Wave Parameters Film Test Method Based on Image Method
1 Introduction
2 Method
2.1 Principle Analysis
2.2 Design Experiment of Thin Film
3 Result Analysis
3.1 Failure Analysis
3.2 Relationship Between Pressure and Deformation Disturbance
3.3 Influencing Factors
4 Conclusion
References
Research on Chinese News Text Classification Based on ERNIE Model
1 Introduction
2 Related Work