Segmenting and Classifying Repetitive Construction Process Time Series Using Small Amount of Labeled Data

Keyphrases

• Labeled Data 100%
• Construction Process 100%
• Construction Projects 100%
• Repetitive Construction 100%
• Training Data 50%
• Cyber-physical Systems 50%
• Human Effort 50%
• Sensor Data 25%
• Flexibility Requirements 25%
• Construction Industry 25%
• Labeling Effort 25%
• Series Analysis 25%
• Error Pattern 25%
• Ensemble Model 25%
• Construction Period 25%
• Decision Support 25%
• Dynamic Time Warping 25%
• Reference Tag 25%
• Manual Segmentation 25%
• Manual Labeling 25%
• Time Series Analysis Method 25%
• Project Support 25%
• Minor Error 25%
• Drilling Process 25%
• Variable Boundary Conditions 25%
• Segmented Data 25%
• Context Construction 25%
• Data Reusability 25%
• Project Efficiency 25%

Computer Science

• Construction Process 100%
• Cyber Physical Systems 66%
• Training Data 66%
• Decision-Making 66%
• Average Accuracy 33%
• Flexibility Requirement 33%
• Manual Segmentation 33%
• Case Study 33%
• Analysis Model 33%
• Transition Point 33%
• Dynamic Time Warping 33%
• Boundary Condition 33%

Engineering

• Process Time 100%
• Construction Process 100%
• Cyber-Physical Systems 66%
• Reusability 33%
• Sensor Data 33%
• Early Stage 33%
• Error Pattern 33%
• Subprocess 33%
• Transition Point 33%
• Boundary Condition 33%