Summary of the DREAM8 Parameter Estimation Challenge: Toward Parameter Identification for Whole-Cell Models.
Jonathan R. KarrAlex H. WilliamsJeremy D. ZuckerAndreas RaueBernhard SteiertJens TimmerClemens KreutzSimon WilkinsonBrandon A. AllgoodBrian M. BotBruce R. HoffMichael R. KellenMarkus W. CovertGustavo A. StolovitzkyPablo MeyerPublished in: PLoS Comput. Biol. (2015)
Keyphrases
- parameter estimation
- statistical models
- model selection
- parameter identification
- maximum likelihood
- random fields
- markov random field
- em algorithm
- estimation problems
- model fitting
- least squares
- parameter estimation algorithm
- parameter estimates
- autoregressive
- expectation maximization
- fuzzy model
- generative model
- probabilistic model
- computer vision
- neural network