| 2024 | COLING | Exploring the Emotional Dimension of French Online Toxic Content. | Valentina Dragos, Delphine Battistelli, Fatou Sow, Aline tienne |
| 2023 | FUSION | Comparison of Classification Techniques for Extremism Detection in French Social Media. | Valentina Dragos, Yolne Constable |
| 2023 | FUSION | Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models. | Anne-Laure Jousselme, Johan Pieter de Villiers, Allan De Freitas, Erik Blasch, Valentina Dragos, Gregor Pavlin, Paulo C. G. Costa, Kathryn B. Laskey, Claire Laudy |
| 2023 | FUSION | Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions. | Gregor Pavlin, Kathryn B. Laskey, Franck Mignet, Filip S. Slijkhuis, Erik Blasch, Valentina Dragos, Johan Pieter de Villiers, Lennard Jansen |
| 2022 | KES | Ontology Adaptation for Opinion Mining in French Corpora. | Valentina Dragos, Adrien Legros |
| 2022 | LREC | Angry or Sad ? Emotion Annotation for Extremist Content Characterisation. | Valentina Dragos, Delphine Battistelli, Aline tienne, Yolne Constable |
| 2020 | FUSION | Trend analysis in online data with unsupervised classification and appraisal categories. | Valentina Dragos, Jrme Besombes, Aurlien Mascaro |
| 2020 | FUSION | Is hybrid AI suited for hybrid threats? Insights from social media analysis. | Valentina Dragos, Bruce Forrester, Kellyn Rein |
| 2020 | FUSION | Use cases for social data analysis with URREF criteria. | Claire Laudy, Valentina Dragos |
| 2020 | KES | Building a formal model for hate detection in French corpora. | Delphine Battistelli, Cyril Bruneau, Valentina Dragos |
| 2020 | KES | A formal representation of appraisal categories for social data analysis. | Valentina Dragos, Delphine Battistelli, Emmanuelle Kellodjoue |
| 2019 | FUSION | Assessment of Trust in Opportunistic Reporting using Belief Functions. | Valentina Dragos, Jean Dezert, Kellyn Rein |
| 2019 | FUSION | Entropy-Based Metrics for URREF Criteria to Assess Uncertainty in Bayesian Networks for Cyber Threat Detection. | Valentina Dragos, Jrgen Ziegler, Johan Pieter de Villiers, Alta de Waal, Anne-Laure Jousselme, Erik Blasch |
| 2018 | FUSION | Beyond Sentiments and Opinions: Exploring Social Media with Appraisal Categories. | Valentina Dragos, Delphine Battistelli, Emmanuelle Kelodjoue |
| 2018 | FUSION | Application of URREF Criteria to Assess Knowledge Representation in Cyber Threat Models. | Valentina Dragos, Jrgen Ziegler, Johan Pieter de Villiers |
| 2017 | FUSION | Evaluation metrics for the practical application of URREF ontology: An illustration on data criteria. | Johan Pieter de Villiers, Richard W. Focke, Gregor Pavlin, Anne-Laure Jousselme, Valentina Dragos, Kathryn Blackmond Laskey, Paulo C. G. Costa, Erik Blasch |
| 2017 | FUSION | Subjects under evaluation with the URREF ontology. | Johan Pieter de Villiers, Gregor Pavlin, Paulo C. G. Costa, Anne-Laure Jousselme, Kathryn Blackmond Laskey, Valentina Dragos, Erik Blasch |
| 2017 | KES | Detection of contradictions by relation matching and uncertainty assessment. | Valentina Dragos |
| 2017 | KES | On-the-fly integration of soft and sensor data for enhanced situation assessment. | Valentina Dragos, Sylvain Gatepaille |
| 2016 | FUSION | Refining relation identification by combining soft and sensor data. | Valentina Dragos, Sylvain Gatepaille, Xavier Lerouvreur |
| 2016 | FUSION | What's in a message? Exploring dimensions of trust in reported information. | Valentina Dragos, Kellyn Rein |
| 2015 | FUSION | A critical assessment of two methods for heterogeneous information fusion. | Valentina Dragos, Xavier Lerouvreur, Sylvain Gatepaille |
| 2014 | FUSION | Assessment of uncertainty in soft data: A case study. | Valentina Dragos |
| 2014 | FUSION | Integration of soft data for information fusion: Pitfalls, challenges and trends. | Valentina Dragos, Kellyn Rein |
| 2014 | KES | Description of a Semantic-based Navigation Model to Explore Document Collections in the Maritime Domain. | Valentina Dragos |
| 2013 | FUSION | URREF reliability versus credibility in information fusion (STANAG 2511). | Erik Blasch, Kathryn B. Laskey, Anne-Laure Jousselme, Valentina Dragos, Paulo Cesar G. da Costa, Jean Dezert |
| 2013 | FUSION | An ontological analysis of uncertainty in soft data. | Valentina Dragos |
| 2012 | FUSION | Shallow semantic analysis to estimate HUMINT correlation. | Valentina Dragos |
| 2012 | KES | Ontology modeling for intelligence: the ONTO-CIF model. | Valentina Dragos |
| 2011 | FUSION | Same world, different words: Augmenting sensor output through semantics. | Anne-Laure Jousselme, Valentina Dragos, Anne-Claire Boury-Brisset, Patrick Maupin |