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S.T.a.R.S Phase décollage – Signature émergente détectée dans 77 jeux de données hétéroclites (biologie, texte, réseaux, flux, cooccurrences symboliques…).

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Autore principale: FRADIER, Kevin
Natura: Recurso digital
Pubblicazione: Zenodo 2026
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author FRADIER, Kevin
author_facet FRADIER, Kevin
contents <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> :</span></span></span></span></span></span></p> <h1><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> STaRS Phase 1 – Signature émergente détectée </span></span></span></span></span></span></h1> <p><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Auteur</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : Kevin Fradier </span></span></span></span></span></span><br><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Date</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : Janvier 2026 </span></span></span></span></span></span><br><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Licence</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : © 2026 Kevin Fradier — CC BY-NC-ND 4.0</span></span></span></span></span></span></p> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Nous avons identifié une </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">signature récurrente et observables</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> dans un ensemble de jeux de données hétéroclites (biologie, texte, réseaux, flux, cooccurrences symboliques…).</span></span></span></span></span></span></p> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Cette signature reflète des </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">invariants émergents</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> , sans dépendre d'hypothèses causales, et est </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">testable avec les outils fournis</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> .</span></span></span></span></span></span></p> <h2><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> Outils disponibles</span></span></span></span></span></span></h2> <ul> <li><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">STaRS – Phase 1</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : stabilité, extinctions, cartographie nodale</span></span></span></span></span></span></li> <li><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">META_PIPELINE_2026</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : extraction de cycles, mesures de signature, stabilisation, bootstrap</span></span></span></span></span></span></li> </ul> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Ces outils permettent d'explorer les données et de </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">visualiser les motifs émergents</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> via :</span></span></span></span></span></span></p> <ul> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Cartes nodales</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Histogrammes des contributions locales</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Cartes thermiques</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Graphes de réseau</span></span></span></span></span></span></li> </ul> <h2><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> Utilisation</span></span></span></span></span></span></h2> <ol> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Clonez le dépôt : [Lien Zenodo]</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Lancez le pipeline sur les </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">mini-datasets fournis</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> pour tester le fonctionnement</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Explorez automatiquement les figures émergentes et observez les motifs émergents</span></span></span></span></span></span></li> </ol> <blockquote> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">⚠️ Les résultats exacts sur les 77 jeux originaux </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">ne sont pas fournis</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> , afin de protéger le cœur du moteur et les données sensibles. </span></span></span></span></span></span><br><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Les outils démontrent le fonctionnement et la puissance multi-domaine de STaRS, tout en garantissant </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">la reproductibilité et la testabilité sur des données publiques ou personnelles</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> .</span></span></span></span></span></span></p> </blockquote> <h2><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">⚡ Note</span></span></span></span></span></span></h2> <ul> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Ce dépôt représente la </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">phase 1</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> du projet STaRS.</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Les </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">dynamiques internes, coefficients et pondérations exactes du moteur principal</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> ne sont pas divulgués et restent confidentiels, ce qui garantit un </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">avantage stratégique</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> pour le futur moteur avancé.</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Les modules sont conçus pour être </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">extensibles</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> , et de nouvelles phases (analyses temporelles, extinction complexe, visualisation multi-niveaux, intégration sensorielle) viendront compléter l'ensemble dans le futur.</span></span></span></span></span></span></li> </ul> <h3><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">✅ Ce que vous pouvez faire avec STaRS Phase 1</span></span></span></span></span></span></h3> <ul> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Tester et valider les invariants émergents sur vos propres données</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Visualiser les motifs locaux et leur stabilité</span></span></span></span></span></span></li> </ul> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">________________</span></span></span></span></p> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">⚠️ Les jeux de données originaux ayant permis l'observation initiale ne sont pas redistribués. </span></span></span></span><br><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Les outils fournis permettent néanmoins de reproduire le processus d'analyse, d'observer des invariants émergents comparables et d'explorer les motifs structuraux sur tout autre jeu de données. </span></span></span></span><br><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">_______ </span></span></span></span><br><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Le moteur avancé (en cours de développement) vise à affiner la calibration, la prédiction et l'exploitation à grande échelle de ces signatures, mais n'est pas requis pour leur observation ni leur étude.</span></span></span></span></p>
format Recurso digital
id zenodo_https___doi_org_10_5281_zenodo_18203288
institution Zenodo
language
publishDate 2026
publisher Zenodo
record_format zenodo
spellingShingle S.T.a.R.S Phase décollage – Signature émergente détectée dans 77 jeux de données hétéroclites (biologie, texte, réseaux, flux, cooccurrences symboliques…).
FRADIER, Kevin
<p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> :</span></span></span></span></span></span></p> <h1><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> STaRS Phase 1 – Signature émergente détectée </span></span></span></span></span></span></h1> <p><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Auteur</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : Kevin Fradier </span></span></span></span></span></span><br><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Date</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : Janvier 2026 </span></span></span></span></span></span><br><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Licence</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : © 2026 Kevin Fradier — CC BY-NC-ND 4.0</span></span></span></span></span></span></p> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Nous avons identifié une </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">signature récurrente et observables</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> dans un ensemble de jeux de données hétéroclites (biologie, texte, réseaux, flux, cooccurrences symboliques…).</span></span></span></span></span></span></p> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Cette signature reflète des </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">invariants émergents</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> , sans dépendre d'hypothèses causales, et est </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">testable avec les outils fournis</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> .</span></span></span></span></span></span></p> <h2><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> Outils disponibles</span></span></span></span></span></span></h2> <ul> <li><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">STaRS – Phase 1</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : stabilité, extinctions, cartographie nodale</span></span></span></span></span></span></li> <li><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">META_PIPELINE_2026</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> : extraction de cycles, mesures de signature, stabilisation, bootstrap</span></span></span></span></span></span></li> </ul> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Ces outils permettent d'explorer les données et de </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">visualiser les motifs émergents</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> via :</span></span></span></span></span></span></p> <ul> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Cartes nodales</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Histogrammes des contributions locales</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Cartes thermiques</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Graphes de réseau</span></span></span></span></span></span></li> </ul> <h2><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> Utilisation</span></span></span></span></span></span></h2> <ol> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Clonez le dépôt : [Lien Zenodo]</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Lancez le pipeline sur les </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">mini-datasets fournis</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> pour tester le fonctionnement</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Explorez automatiquement les figures émergentes et observez les motifs émergents</span></span></span></span></span></span></li> </ol> <blockquote> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">⚠️ Les résultats exacts sur les 77 jeux originaux </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">ne sont pas fournis</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> , afin de protéger le cœur du moteur et les données sensibles. </span></span></span></span></span></span><br><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Les outils démontrent le fonctionnement et la puissance multi-domaine de STaRS, tout en garantissant </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">la reproductibilité et la testabilité sur des données publiques ou personnelles</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> .</span></span></span></span></span></span></p> </blockquote> <h2><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">⚡ Note</span></span></span></span></span></span></h2> <ul> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Ce dépôt représente la </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">phase 1</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> du projet STaRS.</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Les </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">dynamiques internes, coefficients et pondérations exactes du moteur principal</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> ne sont pas divulgués et restent confidentiels, ce qui garantit un </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">avantage stratégique</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> pour le futur moteur avancé.</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Les modules sont conçus pour être </span></span></span></span></span></span><strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">extensibles</span></span></span></span></span></span></strong><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"> , et de nouvelles phases (analyses temporelles, extinction complexe, visualisation multi-niveaux, intégration sensorielle) viendront compléter l'ensemble dans le futur.</span></span></span></span></span></span></li> </ul> <h3><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">✅ Ce que vous pouvez faire avec STaRS Phase 1</span></span></span></span></span></span></h3> <ul> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Tester et valider les invariants émergents sur vos propres données</span></span></span></span></span></span></li> <li><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Visualiser les motifs locaux et leur stabilité</span></span></span></span></span></span></li> </ul> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">________________</span></span></span></span></p> <p><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">⚠️ Les jeux de données originaux ayant permis l'observation initiale ne sont pas redistribués. </span></span></span></span><br><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Les outils fournis permettent néanmoins de reproduire le processus d'analyse, d'observer des invariants émergents comparables et d'explorer les motifs structuraux sur tout autre jeu de données. </span></span></span></span><br><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">_______ </span></span></span></span><br><span dir="auto"><span dir="auto"><span dir="auto"><span dir="auto">Le moteur avancé (en cours de développement) vise à affiner la calibration, la prédiction et l'exploitation à grande échelle de ces signatures, mais n'est pas requis pour leur observation ni leur étude.</span></span></span></span></p>
title S.T.a.R.S Phase décollage – Signature émergente détectée dans 77 jeux de données hétéroclites (biologie, texte, réseaux, flux, cooccurrences symboliques…).
url https://doi.org/10.5281/zenodo.18203288

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