5.7 KiB
5.7 KiB
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Curriculum Vitæ |
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newcorps
Professional background
Professional background
<a href="http://yann.esposito.free.fr/dees.php">DEES</a>:
Software of Multiplicity Automata inference
written in C++ (7.500 lines, 10.000 with comments) ;
<p>
Main features:
</p>
<ul class="petit">
<li>
Multiplicity Automata Inference,
</li>
<li>
Probabilistic Automata Inference
(Hidden Markov Model Inference ; learn Parameters
and <b>Structure</b>),
</li>
<li>
Deterministic Probabilistic Automata Inference
</li>
<li>
Baum Welch Algorithm
(learn parameter of an
<a href="http://en.wikipedia.org/wiki/Hidden_Markov_model">
<abbr title="Hidden Markov Model">HMM</abbr></a> from a sample),
</li>
<li>
<a href="http://www.graphviz.org">GraphViz</a> export,
</li>
<li>
Sample generation from an MA,
</li>
<li> And many others... </li>
</ul>
</div>
newcorps
Scientific Publications
Scientific Publications
International Journal
:
[Fundamenta Informaticæ, 2008]
[Pattern Recognition, 2004]
::
French Journal
:
[JEDAI 2003]
::
- International conferences
Conférences nationales : [CAp'06] [CAp'04] [CAp'03] :: Workshop : [TAGI'05] ::[ECML 2008] [ICGI 2006] [COLT 2006] [COLT 2004] [ICALP 2003] [ICGI 2002] ::
PhD Thesis : [Université de Provence 2004] ::
newcorps
Skills
Skills
Computer languages
:
- Perl,
- Ruby,
- Awk,
- Python,
- Java,
- C++,
- C,
- Objective-C,
- PHP,
- scripts shell (zsh et bash),
- LaTeX, ConTeXt, Metapost
- CamL
WEB :
<ul class="horizontal">
<li> HTML, </li>
<li> XHTML, </li>
<li> CSS, </li>
<li> SVG, </li>
<li> PHP, </li>
<li> MySQL, </li>
<li> PostGreSQL </li>
</ul>
::
Computer Networks
:
- Ethernet,
- TCP/IP,
- UDP,
- DHCP,
- DNS,
- tcpdump,
- ethereal,
- VPN
Security
:
-
Encryption, </li> <li> PGP, GPG, </li> <li> Anonymous Networks, </li> <li> Network security</li> </ul>
::
Project Management
:
- UML,
- Merise,
- SVN,
- CVS
API
:
- System V,
- POSIX,
- STL (C++),
- Cocoa (Mac OS X)
Software
:
- Entreprise Miner (SAS),
- Weka,
- Quartz Composer
Learning Methods
:
-
Attribute selection, </li> <li> Naïve Bayes, </li> <li> Decision Tree, </li> <li> K nearest neighboor, </li> <li> Markov Chains (bigrams, trigrams...), </li> <li> Hidden Markov Models (<abbr title="Hidden Markov Model">HMM</abbr>), </li> <li> Neural Network (Multilayer Perceptron), </li> <li> SVM, </li> <li> Boosting </li> </ul>
::
newcorps
Miscellaneous
Network Project
I have done with <a href="http://www.lif.univ-mrs.fr/~egodard"> Emmanuel Godard </a> the conception of an <a href="http://www.lif.univ-mrs.fr/~esposito/enseignement/rez0.php"> anonymous network protocol (- in french -)</a>.
Mac Softwares
I've done some <a href="/YBlog/Softwares.html" >Mac sofwares</a>. Such as screen saver using Quartz Composer, Dashboard widgets and Objective-C.
Web
<%= lnkto("You can see details on how I did this website","/blog/nanoc"); %>.