Fouille de textes pour orienter la construction d'une ressource terminologique. - Valentina Ceausu; Sylvie Desprès (EGC, 2005)

Reconnaissance automatique de concepts à partir d'une ontologie. - Valentina Ceausu; Sylvie Desprès (EGC, 2006)

Towards a case-based reasoning approach to analyze road accidents. - Valentina Ceausu; Sylvie Desprès (IFIP PPAI, 2006)

An Ontology Supported Approach to Learn Term to Concept Mapping. - Valentina Ceausu; Sylvie Desprès (PKAW, 2006)

Alignement de ressources sémantiques à partir de règles. - Valentina Ceausu; Sylvie Desprès (EGC, 2007)

Learning Term to Concept Mapping Through Verbs: A Case Study. - Valentina Ceausu; Sylvie Desprès (SAAKM, 2007)

A Semantic Case-Based Reasoning Framework for Text Categorization. - Valentina Ceausu; Sylvie Desprès (ISWC/ASWC, 2007)

A semantic Case-Based Reasoning system to improve road safety. - Valentina Ceausu (Int. J. Intell. Inf. Database Syst., 2008)

Apprentissage de patrons lexico-syntaxiques à partir de textes. - Valentina Dragos; Marie-Christine Jaulent (EGC, 2010)

Same world, different words: Augmenting sensor output through semantics. - Anne-Laure Jousselme; Valentina Dragos; Anne-Claire Boury-Brisset; Patrick Maupin (FUSION, 2011)

Shallow semantic analysis to estimate HUMINT correlation. - Valentina Dragos (FUSION, 2012)

Ontology modeling for intelligence: the ONTO-CIF model. - Valentina Dragos (KES, 2012)

Browse and Search in Maritime Document Collections. - Valentina Dragos (EISIC, 2013)

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 (FUSION, 2013)

An ontological analysis of uncertainty in soft data. - Valentina Dragos (FUSION, 2013)

Developing a core ontology to improve military intelligence analysis. - Valentina Dragos (Int. J. Knowl. Based Intell. Eng. Syst., 2013)

Assessment of uncertainty in soft data: A case study. - Valentina Dragos (FUSION, 2014)

Integration of soft data for information fusion: Pitfalls, challenges and trends. - Valentina Dragos; Kellyn Rein (FUSION, 2014)

Description of a Semantic-based Navigation Model to Explore Document Collections in the Maritime Domain. - Valentina Dragos (KES, 2014)

A critical assessment of two methods for heterogeneous information fusion. - Valentina Dragos; Xavier Lerouvreur; Sylvain Gatepaille (FUSION, 2015)

Refining relation identification by combining soft and sensor data. - Valentina Dragos; Sylvain Gatepaille; Xavier Lerouvreur (FUSION, 2016)

What's in a message? Exploring dimensions of trust in reported information. - Valentina Dragos; Kellyn Rein (FUSION, 2016)

From Finding to Explaining: Information Retrieval to Support Maritime Anomaly Analysis. - Valentina Dragos (Int. J. Knowl. Syst. Sci., 2016)

Comparative Studies on Using Semantic Filtering for Open Relation Identification. - Valentina Dragos (Meeting Security Challenges Through Data Analytics and Decision Support, 2016)

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 (FUSION, 2017)

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 (FUSION, 2017)

Detection of contradictions by relation matching and uncertainty assessment. - Valentina Dragos (KES, 2017)

On-the-fly integration of soft and sensor data for enhanced situation assessment. - Valentina Dragos; Sylvain Gatepaille (KES, 2017)

Beyond Sentiments and Opinions: Exploring Social Media with Appraisal Categories. - Valentina Dragos; Delphine Battistelli; Emmanuelle Kelodjoue (FUSION, 2018)

Application of URREF Criteria to Assess Knowledge Representation in Cyber Threat Models. - Valentina Dragos; Jürgen Ziegler 003; Johan Pieter de Villiers (FUSION, 2018)

Assessment of Trust in Opportunistic Reporting using Belief Functions. - Valentina Dragos; Jean Dezert; Kellyn Rein (FUSION, 2019)

Entropy-Based Metrics for URREF Criteria to Assess Uncertainty in Bayesian Networks for Cyber Threat Detection. - Valentina Dragos; Jürgen Ziegler 003; Johan Pieter de Villiers; Alta de Waal; Anne-Laure Jousselme; Erik Blasch (FUSION, 2019)

Trend analysis in online data with unsupervised classification and appraisal categories. - Valentina Dragos; Jérôme Besombes; Aurélien Mascaro (FUSION, 2020)

Is hybrid AI suited for hybrid threats? Insights from social media analysis. - Valentina Dragos; Bruce Forrester; Kellyn Rein (FUSION, 2020)

Use cases for social data analysis with URREF criteria. - Claire Laudy; Valentina Dragos (FUSION, 2020)

Building a formal model for hate detection in French corpora. - Delphine Battistelli; Cyril Bruneau; Valentina Dragos (KES, 2020)

A formal representation of appraisal categories for social data analysis. - Valentina Dragos; Delphine Battistelli; Emmanuelle Kellodjoue (KES, 2020)

Semantic Frameworks to Enhance Situation Awareness for Defence and Security Applications. (Définition de cadres sémantiques pour les applications de défense et sécurité). - Valentina Dragos (2021)

Ontology Adaptation for Opinion Mining in French Corpora. - Valentina Dragos; Adrien Legros (KES, 2022)

Angry or Sad ? Emotion Annotation for Extremist Content Characterisation. - Valentina Dragos; Delphine Battistelli; Aline Étienne; Yolène Constable (LREC, 2022)

Comparison of Classification Techniques for Extremism Detection in French Social Media. - Valentina Dragos; Yolène Constable (FUSION, 2023)

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 (FUSION, 2023)

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 (FUSION, 2023)

Exploring the Emotional Dimension of French Online Toxic Content. - Valentina Dragos; Delphine Battistelli; Fatou Sow; Aline Étienne (LREC/COLING, 2024)