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<!DOCTYPE HTML>
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<title>John AOGA</title>
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<h1>John O.R. AOGA</h1>
<p>Ph.D in Data science and AI<br />
- Researcher and Teacher - <br />
<a href="#intro" class="button">Find more below</a>
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<li class="sc1 sc2 sc3 sc4 sc5"><a href="#intro" class="active">Home</a></li>
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<h2>John's Bio</h2>
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<p> Specialist in data science and artificial intelligence,
I'm currently a logistician researcher at UCLouvain (Belgium) in the Mathematical Engineering department INMA/ICTEAM,
where I use AI, deep learning and optimization to solve engineering and industrial problems.
I teach programming, data science, software engineering and optimization courses at the University of Abomey-Calavi (Benin) as external and visiting lecturer.
I'm actively involved in evangelizing AI and Data Science in Africa and developing applications in Africa for Africa, through various initiatives and projects like water sanitation and air quality monitoring.</p>
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<h2>Highlighted Publications</h2>
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<h3>Most cited</h3>
<p> <span>Pierre Schaus, John O. R. Aoga, Tias Guns:</span> <em><b>CoverSize: A Global
Constraint for Frequency-Based Itemset Mining.</b></em> CP 2017: 529-546.</p>
</li>
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<h3>The latest published</h3>
<p> <span>Christophe Crochet, John O. R. Aoga, Axel Legay:</span>
<em><b>PANTHER: Pluginizable testing environment for network
protocols.</b></em> Sci. Comput. Program. 248: 103389 (2026).
</p>
</li>
<li>
<span class="icon solid major style5 fa-medal"></span>
<h3>The latest prizewinner</h3>
<p> <span>John O. R. Aoga, Tias Guns, Pierre Schaus:</span> <em><b>Mining Time-constrained
Sequential Patterns with Constraint Programming.</b></em> Constraints An Int. J.
22(4): 548-570 (2017).</p>
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<h2>Keystats</h2>
<p>I'm involved in scientific and educational activities as well as projects based on my own
interests. Below are some keystats about me.</p>
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<!--<strong>277</strong> Citations-->
<strong>+365</strong> Citations
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<strong>+20</strong> Courses
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<strong>11</strong> Awards & Grants
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<strong>+5</strong> Ongoing Projects
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<strong>5</strong> Languages
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<h2>Educational videos</h2>
<p>Short videos (in French) supporting my courses, on my YouTube channel
<a href="https://www.youtube.com/@Fre3duc" target="_blank">@Fre3duc</a>.</p>
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<p><b>SDLC</b> — Méthodologie en Cascade (Waterfall)</p>
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
allowfullscreen></iframe></div>
<p><b>Data Mining / Big Data</b> — K-means : comprendre l'algorithme de clustering</p>
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<h2>John's Career profile</h2>
<p><b>Lecturer and Researcher</b>, with over 10 years of experience in artificial intelligence,
data science and optimization (CP/MIP, ML/DL/DM, NLP), creator of several programming and
data science courses, and building data-driven solutions for West African development and
environmental systems...<a href="bio.html">Learn more</a></p>
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<h2>Contact</h2>
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<dt>Addresses</dt>
<dd>Abomey-Calavi (Benin/Africa) • Louvain-la-neuve (Belgium)</dd>
<!-- <dt>Phone</dt>
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<dd>john[dot]aoga[at]{gmail[dot]com or uclouvain[dot]be}</dd>
</dl>
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