Validation of machine learning algorithms through visualization methods

Keyphrases

• Machine Learning Algorithms 100%
• Visualization Method 100%
• Machine Learning Techniques 60%
• Machine Learning 40%
• Automotive Sector 40%
• Verification & Validation 40%
• Autonomous Driving 20%
• Convolutional Neural Network 20%
• Image Processing 20%
• Complex Structure 20%
• Structure Model 20%
• Convolutional 20%
• Machine Learning Models 20%
• Low-dimensional Representation 20%
• Behavioral Model 20%
• Convolutional Autoencoder 20%
• T-distributed Stochastic Neighbor Embedding (t-SNE) 20%
• Development Effort 20%
• High-dimensional Data 20%
• Visualization Techniques 20%
• Engineering Knowledge 20%
• Industrial Development 20%
• Network Activation 20%
• Multidimensional Scaling 20%
• Safety-related Applications 20%
• Black-box Systems 20%
• Learning Visualisations 20%

Computer Science

• Machine Learning Algorithm 100%
• visualization method 100%
• Machine Learning 100%
• Learning System 100%
• Autonomous Driving 16%
• Image Processing 16%
• Convolutional Neural Network 16%
• Development Effort 16%
• High Dimensional Data 16%
• Knowledge Engineering 16%
• Convolutional Auto-Encoder 16%
• Multidimensional Scaling 16%
• Visualization Technique 16%
• Related Application 16%
• Complex Structure 16%
• Industrial Development 16%
• System Black Box 16%

Chemical Engineering

• Learning System 100%
• Knowledge Engineering 9%
• Neural Network 9%