ICON: An Adaptation of Infinite HMMs for Time Traces with Drift

Keyphrases

• Adaptation 100%
• Time Traces 100%
• Infinite HMM 100%
• Infinite Hidden Markov Model (iHMM) 100%
• Number of States 60%
• Model Selection 40%
• Data Science 20%
• Misinterpretation 20%
• Bayesian Methods 20%
• Single Molecule 20%
• Bayesian Nonparametric Methods 20%
• Control Process 20%
• Single-molecule Fluorescence Resonance Energy Transfer (smFRET) 20%
• Full Bayesian 20%
• Simple Features 20%
• Continuous Control 20%
• Process Drift 20%
• Drift Model 20%
• User-dependent 20%
• Trace Results 20%
• Trace Signal Selection 20%
• Single Molecule Data Analysis 20%
• Post-processing Model 20%

Computer Science

• Model Selection 100%
• Postprocessing 50%
• Control Process 50%
• Energy Transfer 50%
• Nonparametric Method 50%
• Data Processing 50%
• Leaning Parameter 50%

Psychology

• Hidden Markov Model 100%
• Model Selection 33%