Symbolic analysis-based reduced order Markov modeling of time series data

Keyphrases

• Time Series Data 100%
• Markov Modeling 100%
• Markov Model 100%
• Order Reduction 100%
• Reduced Order Model 100%
• Symbolic Analysis 100%
• Symbol Sequence 75%
• Bayesian Inference 50%
• Original Model 50%
• Inference Rules 50%
• Reduced-scale Model 50%
• Operating Conditions 25%
• Special Class 25%
• Probabilistic Automata 25%
• Spectral Properties 25%
• Data Representation 25%
• Information Theory 25%
• Symbolic Dynamics 25%
• State Space 25%
• Model Size 25%
• Time Series Signal 25%
• Non-deterministic 25%
• Algebraic Structure 25%
• Pressure Oscillation 25%
• Swirl Combustor 25%
• Hamming Distance 25%
• Agglomerative Hierarchical Clustering 25%
• Reduced Order Modeling 25%
• Combustion Regime 25%
• Data Learning 25%
• Rolling Element Bearing 25%
• Temporal Memory 25%
• First-order Markov Model 25%
• Information Theoretic Criteria 25%
• Stochastic Matrix 25%
• Public Dataset 25%
• Condition Change 25%
• Flame Instability 25%
• Small States 25%

Mathematics

• Symbol Sequence 100%
• Time Series Data 100%
• Bayesian Inference 66%
• Time Series 66%
• Time Series Analysis 66%
• Hierarchical Clustering 33%
• Algebraic Structure 33%
• Symbolic Dynamic 33%
• Spectral Property 33%
• Hamming Distance 33%
• Stochastic Matrix 33%
• Combustor 33%

Computer Science

• Time Series Data 100%
• Inference Rule 100%
• State Automaton 50%
• Data Representation 50%
• State Space 50%
• Operating Condition 50%
• Hamming Distance 50%
• Public Data Set 50%
• Spectral Property 50%
• Hierarchical Clustering 50%