| 2025 | ICWE | Web-SPARQL: Hybrid Querying over Knowledge Graphs, Web, and Microdata. | Aurlien Lamercerie, Peggy Cellier, Sbastien Ferr |
| 2022 | IDA | A Two-Step Approach for Explainable Relation Extraction. | H. Ambre Ayats, Peggy Cellier, Sbastien Ferr |
| 2021 | ICFCA | Extracting Relations in Texts with Concepts of Neighbours. | H. Ambre Ayats, Peggy Cellier, Sbastien Ferr |
| 2021 | SAC | GraphMDL+: interleaving the generation and MDL-based selection of graph patterns. | Francesco Bariatti, Peggy Cellier, Sbastien Ferr |
| 2020 | IDA | GraphMDL: Graph Pattern Selection Based on Minimum Description Length. | Francesco Bariatti, Peggy Cellier, Sbastien Ferr |
| 2020 | IDA | Widening for MDL-Based Retail Signature Discovery. | Clment Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier |
| 2018 | CICLING | An Experimental Approach for Information Extraction in Multi-party Dialogue Discourse. | Pegah Alizadeh, Peggy Cellier, Thierry Charnois, Bruno Crmilleux, Albrecht Zimmermann |
| 2017 | DEXA | Nested Forms with Dynamic Suggestions for Quality RDF Authoring. | Pierre Maillot, Sbastien Ferr, Peggy Cellier, Mireille Ducass, Franck Partouche |
| 2017 | EMNLP | Topic Signatures in Political Campaign Speeches. | Clment Gautrais, Peggy Cellier, Ren Quiniou, Alexandre Termier |
| 2017 | PAKDD | Purchase Signatures of Retail Customers. | Clment Gautrais, Ren Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier |
| 2016 | EDBT | Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context. | Clment Gautrais, Peggy Cellier, Thomas Guyet, Ren Quiniou, Alexandre Termier |
| 2016 | EKAW | FORMULIS: Dynamic Form-Based Interface for Guided Knowledge Graph Authoring. | Pierre Maillot, Sbastien Ferr, Peggy Cellier, Mireille Ducass, Franck Partouche |
| 2016 | ICCS | Graph-FCA in Practice. | Sbastien Ferr, Peggy Cellier |
| 2015 | SAC | Sequence mining under multiple constraints. | Nicolas Bchet, Peggy Cellier, Thierry Charnois, Bruno Crmilleux |
| 2012 | CBMS | Sequential pattern mining to discover relations between genes and rare diseases. | Nicolas Bchet, Peggy Cellier, Thierry Charnois, Bruno Crmilleux, Marie-Christine Jaulent |
| 2012 | CICLING | Discovering Linguistic Patterns Using Sequence Mining. | Nicolas Bchet, Peggy Cellier, Thierry Charnois, Bruno Crmilleux |
| 2012 | CICLING | What about Sequential Data Mining Techniques to Identify Linguistic Patterns for Stylistics? | Solen Quiniou, Peggy Cellier, Thierry Charnois, Dominique Legallois |
| 2011 | ICCS | Partial Orders and Logical Concept Analysis to Explore Patterns Extracted by Data Mining. | Peggy Cellier, Sbastien Ferr, Mireille Ducass, Thierry Charnois |
| 2011 | SEKE | Multiple Fault Localization with Data Mining. | Peggy Cellier, Mireille Ducass, Sbastien Ferr, Olivier Ridoux |
| 2010 | CICLING | Sequential Patterns to Discover and Characterise Biological Relations. | Peggy Cellier, Thierry Charnois, Marc Plantevit |
| 2010 | IDA | Recursive Sequence Mining to Discover Named Entity Relations. | Peggy Cellier, Thierry Charnois, Marc Plantevit, Bruno Crmilleux |
| 2009 | SEKE | DeLLIS: A Data Mining Process for Fault Localization. | Peggy Cellier, Mireille Ducass, Sbastien Ferr, Olivier Ridoux |
| 2008 | ICFCA | Formal Concept Analysis Enhances Fault Localization in Software. | Peggy Cellier, Mireille Ducass, Sbastien Ferr, Olivier Ridoux |
| 2008 | ICSE | Formal concept analysis applied to fault localization. | Peggy Cellier |
| 2007 | ICFCA | A Parameterized Algorithm for Exploring Concept Lattices. | Peggy Cellier, Sbastien Ferr, Olivier Ridoux, Mireille Ducass |