Time series classification via topological data analysis

Keyphrases

• Classification Task 100%
• Time Series Classification 100%
• Topological Data Analysis 100%
• Univariate Time Series 100%
• Fixed-length 50%
• Machine Learning Models 50%
• Computational Cost 50%
• Stress Conditions 50%
• Binary Classification 50%
• Noise Reduction 50%
• Window Size 50%
• Combined Method 50%
• Public Dataset 50%
• Topological Features 50%
• Physiological Signals 50%
• Persistent Homology 50%
• Data Analysis Methods 50%
• Non-stress 50%
• Ternary Classification 50%
• Delay Embedding 50%

Computer Science

• Classification Task 100%
• time-delay 50%
• Topological Feature 50%
• Physiological Signal 50%
• Persistent Homology 50%
• Computational Cost 50%
• Machine Learning 50%
• Learning System 50%

Mathematics

• Time Delay 100%
• Time Series Classification 100%
• Computational Cost 100%