Probability Distributions - Markov Chain - Poisson Process - M/M/1 - M/M/1/K - M/M/c - M/M/c/c - M/G/1 | Queuing Systems at ECE NTUA
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Updated
Nov 12, 2023 - MATLAB
Probability Distributions - Markov Chain - Poisson Process - M/M/1 - M/M/1/K - M/M/c - M/M/c/c - M/G/1 | Queuing Systems at ECE NTUA
MATLAB codes for paper: Tractable Maximum Likelihood Estimation for Latent Structure Influence Models with Applications to EEG & ECoG processing
A queueing package for GNU Octave
Simulation of integrated information in biological systems.
Localization of brain sources measured by EEG using 3 approaches: Gibbs sampler (Markov chain Monte Carlo algorithm), Minimum Norm Estimates (MNE) and Source Imaging based on Structured Sparsity (SISSY)
A portfolio of miscellaneous work, currently containing a paper on the use of Markov Chains with weather prediction and accompanying MATLAB code.
Interpret the user behaviour between webpages as a Markov chain and investigate the applications of Perron-Frobenius Theorem in the Google PageRank algorithm.
Algorithms for the approximation of an embedding for Markov chains.
All the stuff related to MATHS and GOD........ it's hard xp
Synthetic Data Generation by Markov Chain Monte Carlo (MCMC)
Measuring the performance of bigrams and trigrams in language modeling problems
Research associated to CRISPR-Cas. Completed under Dr. Manuel Lladser at CU boulder
course project of Probability and Stochastic Processes (2) of EE, Tsinghua University.
simple but efficient kernel regression and anomaly detection algorithms
Models the resource allocation with spectrum defragmentation in eleastic optical networks using continuous time Markov chain models.
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