Sökning: "parameter inference"
Visar resultat 1 - 5 av 49 uppsatser innehållade orden parameter inference.
1. Parameter Inference for Stochastic Models of Gene Expression in Eukaryotic Cells
Kandidat-uppsats, Uppsala universitet/Institutionen för informationsteknologiSammanfattning : Simulation models are often used to study a system or phenomenon. However, before a simulation model can be used, its parameter needs to be fit to mimic observed data. This is called the parameter inference problem. LÄS MER
2. Autoencoder-Based Likelihood-Free Parameter Inference of Gene Regulatory Network
Master-uppsats, Uppsala universitet/Institutionen för informationsteknologiSammanfattning : Likelihood-free parameter inference is a well-known statistical methodology that estimates the posterior distribution of model parameters even in cases where the likelihood function is intractable. The performance of this method is highly correlated with the learning of summary statistics, which capture the key features from the high dimensional data such as time series. LÄS MER
3. Grafdatabaser en komparativ analys
M1-uppsats, KTH/Hälsoinformatik och logistikSammanfattning : I dagens samhälle är energieffektivisering en viktig parameter när man pratar om hållbar-het. Många fastigheter saknar tekniska lösningar för att effektivt övervaka och hantera en-ergiförbrukning. För att möta detta behov strävar företag som iquest efter att digitalisera och automatisera energiövervakning. LÄS MER
4. A Bandit Approach to Indirect Inference
Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : We present a novel approach to the family of parameter estimation methods known asindirect inference (II), using results from bandit optimization, a sub-field of reinforcementlearning concerned with stateless Markov decision processes (MDPs). First, we present theproblem of indirect inference and show how it may be cast into the general framework ofMDPs. LÄS MER
5. Parameter Estimation and Simulation of Driving Datasets
Master-uppsats, KTH/Väg- och spårfordon samt konceptuell fordonsdesignSammanfattning : The development of autonomous driving in recent years has been in full swing and one of the aspects that Autonomous Vehicles (AVs) should always focus on is safety. Although the corresponding technology has gradually matured, and AVs have performed well in a large number of tests, people are still uncertain whether AVs can cope with all possible situations. LÄS MER