Essays about: "Dynamic Markov Coding"

Found 2 essays containing the words Dynamic Markov Coding.

1. 1. Particle-Based Online Bayesian Learning of Static Parameters with Application to Mixture Models

   University essay from KTH/Matematisk statistik

   Author : Rutger Fuglesang; [2020]
   Keywords : Statistics; applied mathematics; sequential monte carlo; SMC; Statistical inference; Statisk; sekventiell monte carlo; SMC; tillämpad matematik;

   Abstract : This thesis investigates the possibility of using Sequential Monte Carlo methods (SMC) to create an online algorithm to infer properties from a dataset, such as unknown model parameters. Statistical inference from data streams tends to be difficult, and this is particularly the case for parametric models, which will be the focus of this paper. READ MORE

3. 2. Spam filter for SMS-traffic

   University essay from Institutionen för datavetenskap; Tekniska högskolan

   Author : Johan Fredborg; [2013]
   Keywords : Spam filtering; Machine Learning; C45; Support Vector Machine; Dynamic Markov Coding; Naïve Bayes;

   Abstract : Communication through text messaging, SMS (Short Message Service), is nowadays a huge industry with billions of active users. Because of the huge userbase it has attracted many companies trying to market themselves through unsolicited messages in this medium in the same way as was previously done through email. READ MORE