Here are my review notes of course Computational Intelligence Lab opened by ETH Zurich, 2019 Spring. These notes are my

Here are my review notes of course Computational Statistics opened by Dr. Marloes H. Maathuis, Seminar of Statistics, ET

Here are my review notes of course Complex Network opened by Professor Frank Schweitze, Chair of Systems Design, ETH Zur

Objectives patterns in time series data. Questions when is important to consider network dynamics in the study of dynam

Objectives growth models for complex network feedback in network growth: preferential attachment Questions what is a ma

Objectivesusing ERGM model to generate statistical ensembles with arbitrary fixed properties. Questions For which micros

Objectives how information theoretic concepts can be used to solve the overfitting problem in community detection. only

Objectives use ensemble perspective on complex networks focus on community detection. Questions what is the difference

Objective how does the topology of a network influence diffusion speed? how fast the stationary distribution can be reac

Objectives topology’s influence on dynamical process model and analyze diffusion process in complex networks. random wal

Compressive SensingMotivationCompress data while gathering. This will save a lot of storage memory. The problem is we al

Objectives analyzing robustness with generating functions robustness of scale-free network limitations of ensemble-based