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Add Master's thesis

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Dimitri Lozeve 2018-11-21 21:32:36 +01:00
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<main role="main"> <main role="main">
<h1>Projects</h1> <h1>Projects</h1>
<hr>
<h2><a href="./files/tdanetworks.pdf">Topological Data Analysis of time-dependent networks</a></h2>
<p>Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks <a href="./files/tdanetworks.pdf">Master's thesis dissertation.</a></p>
<p><img src="./images/persistence_diagram.svg" style="max-width: 50%" /></p>
<hr> <hr>
<h2><a href="https://github.com/dlozeve/ising-model">Ising model simulation</a></h2> <h2><a href="https://github.com/dlozeve/ising-model">Ising model simulation</a></h2>
<p>Monte Carlo simulation of the <a href="https://en.wikipedia.org/wiki/Ising_model">Ising model</a> using Metropolis-Hastings.</p> <p>Monte Carlo simulation of the <a href="https://en.wikipedia.org/wiki/Ising_model">Ising model</a> using Metropolis-Hastings.</p>
<p><img src="./images/ising.gif" /></p> <p><img src="./images/ising.gif" style="max-width: 50%" /></p>
<hr> <hr>
<h2><a href="https://github.com/dlozeve/lsystems">L-systems</a></h2> <h2><a href="https://github.com/dlozeve/lsystems">L-systems</a></h2>
<p>Generate and draw L-systems.</p> <p>Generate and draw L-systems.</p>
<p><img src="./images/lsystems/levyC.png" /></p> <p><img src="./images/lsystems/levyC.png" style="max-width: 50%" /></p>
<hr> <hr>
<h2><a href="https://dlozeve.github.io/ww2-bombings">WWII bombings visualization</a></h2> <h2><a href="https://dlozeve.github.io/ww2-bombings">WWII bombings visualization</a></h2>
<p>Every allied bombing during WWII, mapped over the whole world. The data has been released by the U.S. Department of Defense <a href="https://data.world/datamil/world-war-ii-thor-data">here.</a></p> <p>Every allied bombing during WWII, mapped over the whole world. The data has been released by the U.S. Department of Defense <a href="https://data.world/datamil/world-war-ii-thor-data">here.</a></p>
<p><img src="./images/ww2-bombings.png" /></p> <p><img src="./images/ww2-bombings.png" style="max-width: 50%" /></p>
<hr> <hr>
<h2><a href="https://github.com/dlozeve/Satrap">Satrap</a></h2> <h2><a href="https://github.com/dlozeve/Satrap">Satrap</a></h2>
<p>Simple ARP spoofer, allowing for interception and modification of all communications between two targets. It sends ARP packets to perform a man-in-the-middle attack.</p> <p>Simple ARP spoofer, allowing for interception and modification of all communications between two targets. It sends ARP packets to perform a man-in-the-middle attack.</p>
<p><img src="./images/satrap.png" /></p> <p><img src="./images/satrap.png" style="max-width: 50%" /></p>
<hr> <hr>
<h2><a href="https://github.com/dlozeve/orbit">Orbit</a></h2> <h2><a href="https://github.com/dlozeve/orbit">Orbit</a></h2>
<p>N-body simulator.</p> <p>N-body simulator.</p>
<p><img src="./images/orbit.png" /></p> <p><img src="./images/orbit.png" style="max-width: 50%" /></p>
<hr> <hr>
<h2><a href="https://github.com/dlozeve/community-detection">Community Detection</a></h2> <h2><a href="https://github.com/dlozeve/community-detection">Community Detection</a></h2>
<p>Community detection algorithms and applications to a large social network obtained from Prestashop data. <a href="https://dlozeve.github.io/reveal_CommunityDetection/#/">Slides (in French).</a></p> <p>Community detection algorithms and applications to a large social network obtained from Prestashop data. <a href="https://dlozeve.github.io/reveal_CommunityDetection/#/">Slides (in French).</a></p>
<p><img src="./images/communities.png" /></p> <p><img src="./images/communities.png" style="max-width: 50%" /></p>
<hr> <hr>
<h2><a href="https://github.com/dlozeve/Civilisation-hs">Civilisation</a></h2> <h2><a href="https://github.com/dlozeve/Civilisation-hs">Civilisation</a></h2>
<p>SAT solver, using the Davis-Putnam-Logemann-Loveland (DPLL) algorithm.</p> <p>SAT solver, using the Davis-Putnam-Logemann-Loveland (DPLL) algorithm.</p>
<p><img src="./images/dpll.png" /></p> <p><img src="./images/dpll.png" style="max-width: 50%" /></p>
<hr> <hr>
<h2><a href="https://dlozeve.github.io/adsb">ADS-B data visualization</a></h2> <h2><a href="https://dlozeve.github.io/adsb">ADS-B data visualization</a></h2>
<p>Visualization of plane trajectories over Northeastern France. The data was gathered using a Software Defined Radio to listen to aircrafts.</p> <p>Visualization of plane trajectories over Northeastern France. The data was gathered using a Software Defined Radio to listen to aircrafts.</p>
<p><img src="./images/adsb.png" /></p> <p><img src="./images/adsb.png" style="max-width: 50%" /></p>

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<h1>Topological Data Analysis of time-dependent networks</h1>
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Posted on September 1, 2018
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---
date: "2018-09-01"
title: "Topological Data Analysis of time-dependent networks"
summary: "Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks <a href=\"/files/tdanetworks.pdf\">Master's thesis dissertation.</a>"
image_preview: "persistence_diagram.svg"
tags: ["machine-learning","algorithms"]
external_link: /files/tdanetworks.pdf
---

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<hr> <hr>
<h2><a href="$external_link$">$title$</a></h2> <h2><a href="$external_link$">$title$</a></h2>
<p>$summary$</p> <p>$summary$</p>
<p><img src="/images/$image_preview$"/></p> <p><img src="/images/$image_preview$" style="max-width: 50%"/></p>
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