We are COMPLEX NETWORKS & DATA ANALYSIS (CNDA), an interdisciplinary Data Science Lab based at Isfahan University of Technology. We investigate novel concepts that underlie the complexities of our field.

PROJECTS


May 5, 2014

Forecasting COVID-19 dynamics using machine learning techniques

Due to the expansion of the CoronaVirus pandemic (COVID 19) throughout the world, we decided to collect the related data (in the first phase just from the USA). analyze it in order to predict future confirmed cases and number of deaths based on machine learning techniques. finally, report a reasonable […]
May 4, 2014
coronavirus

Accurate Long-Range Forecasting of COVID-19 Mortality in the USA

Due to the expansion of CoronaVirus pandemic (COVID 19) through the world, CNDA-LAB decided to collect the related data (in the first phase just from the united states). analyze it in order to predict future confirmed cases and number of deaths based on machine learning techniques. finally report a reasonable […]
May 3, 2014
Network games

A network game in equilibrium before and after control

Network games consist of a set of agents, each playing a strategy against its neighbors. After a while, some network games will settle in a state where no agent wants to change its strategy. At that point, we say that the network has converged to an equilibrium. In this project, […]

About Our Lab

This Lab is COMPLEX NETWORKS & DATA ANALYSIS (CNDA),an interdisciplinary Data Science Lab based in IUT.We investigate novel concepts that underlie the complexities of our field.Our research is supported by funding from the government and a number of foundations. This group is led by Professor Zeinab Maleki at the Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, IRAN.

Research Fields

Data Science
Machine Learning on Graphs
Complex Networks Analysis
Bioinformatics
Graph Theory and Algorithms

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