Extensions of ℓ 1 regularization increase detection specificity for cell-type specific parameters in dynamic models.
Pascal DolejschHelge HassJens TimmerPublished in: BMC Bioinform. (2019)
Keyphrases
- dynamic model
- experimental data
- parameter estimates
- control scheme
- parameter selection
- detection algorithm
- detection method
- parameter values
- regularization parameter
- automatic detection
- domain specific
- detection accuracy
- sensitivity analysis
- false positives
- false alarms
- multiple models
- cell segmentation
- computer vision
- event detection
- parameter estimation
- anomaly detection
- expectation maximization
- object detection
- bayesian networks