Menet, F., Berthier, P., Gagnon, M., & Fernandez, J. M. (2020). Spartan Networks: Self-feature-squeezing neural networks for increased robustness in adversarial settings. Computers and Security, 88, 101537 (17 pages).
Directory of Experts
Gagnon, Michel

Directory of Experts
Gagnon, Michel
Directory of Experts
Publications by type
Journal article (9)
Conference paper (64)
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Book chapter (3)
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Michel Gagnon (76)
- Journal articles (9)
- 2020
Journal article
- 2019
Journal article Gagnon, M., Zouaq, A., Aranha, F., Ensan, F., & Jean-Louis, L. (2019). An analysis of the semantic annotation task on the linked data cloud. International Journal of Metadata, Semantics and Ontologies, 13(4), 317-329.
- 2018
Journal article Lange Di Cesare, K., Zouaq, A., Gagnon, M., & Jean-Louis, L. (2018). A machine learning filter for the slot filling task. Information, 9(6).
- 2017
Journal article Zouaq, A., Gagnon, M., & Jean-Louis, L. (2017). An assessment of open relation extraction systems for the semantic web. Information Systems, 71(Supplement), 228-239.
- 2013
Journal article Gagnon, M. (2013). Les bibliothèques numériques sont-elles solubles dans le Web sémantique ? Documentation et bibliothèques, 59(3), 161-168.Journal article Charton, E., Meurs, M.-J., Jean-Louis, L., & Gagnon, M. (2013). Using collaborative tagging for text classification: from text classification to opinion mining. Informatics, 1(1), 32-51.
- 2011
Journal article Richard, P. R., Fortuny, J. M., Gagnon, M., Leduc, N., Puertas, E., & Tessier-Baillargeon, M. (2011). Didactic and theoretical-based perspectives in the experimental development of an intelligent tutorial system for the learning of geometry. ZDM, 43(3), 425-439.
- 2010
Journal article Zouaq, A., Gagnon, M., & Ozell, B. (2010). Semantic analysis using dependency-based grammars and upper-level ontologies. International Journal of Computational Linguistics and Applications, 1(1-2), 85-101.
- 2006
Journal article Desmarais, M. C., Meshkinfam, P., & Gagnon, M. (2006). Learned student models with item to item knowledge structures. User Modeling and User-Adapted Interaction, 16(5), 403-434.
- 2020
- Conference papers (64)
- 2021
Conference paper Font, L., Piche, D., Zouaq, A., & Gagnon, M. (2021, December). Integrating Heterogeneous Data About Quebec Literature into an IFLA LRM Knowledge Base [Paper]. 23rd International Conference on Asia-Pacific Digital Libraries (ICADL 2021).Conference paper Piché, D., Zouaq, A., Gagnon, M., & Font, L. (2021, September). Masked language model entity matching for cultural heritage data [Paper]. International Joint Workshop on Semantic Web and Ontology Design for Cultural Heritage (SWODCH 2021) (12 pages).
- 2020
Conference paper Marchand, E., Gagnon, M., & Zouaq, A. (2020, August). Extraction of a Knowledge Graph from French Cultural Heritage Documents [Paper]. 24th East-European Conference on Advances in Databases and Information Systems (ADBIS 2020), the 24th International Conference on Theory and Practice of Digital Libraries (TPDL 2020), and the 16th Workshop on Business Intelligence and Big Data (EDA 2020), Lyon, France.Conference paper Levesque, F., St-Germain, M., Piche, D., Gauvin, J.-F., Gagnon, M., & Hurtut, T. (2020, April). MusX: Online exploring and visualizing graph-based musical adaptations [Paper]. 36th IEEE International Conference on Data Engineering (ICDE 2020), Dallas, TX.Conference paper Corbeil, J.-P., Gagnon, M., & Richard, P. R. (2020, June). Probabilistic approaches to detect blocking states in intelligent tutoring system [Paper]. 16th International Conference on Intelligent Tutoring Systems (ITS 2020), Athens, Greece.
- 2019
Conference paper Font, L., Cyr, S., Richard, P. R., & Gagnon, M. (2019, August). Automating the generation of high school geometry proofs using Prolog in an educational context [Paper]. 8th International Workshop on Theorem Proving Components for Educational Software, (ThEdu 2019), Natal, Brazil (16 pages).Conference paper Fernandez-Escudero, C., Gagnon, M., Laurendeau, É., Prothin, S., Ross, A., & Michon, G. (2019, January). Experimental and Numerical Aeroelastic Analysis of Airfoil-Aileron System with Nonlinear Energy Sink [Paper]. 37th IMAC, A Conference and Exposition on Structural Dynamics, Orlando, FL, United states.
- 2018
Conference paper Radoev, N., Zouaq, A., Tremblay, M., & Gagnon, M. (2018, June). A Language Adaptive Method for Question Answering on French and English [Paper]. 5th Semantic Web Evaluation Challenge (SemWebEval 2018), Heraklion, Greece.Conference paper Ferry, F., Zouaq, A., & Gagnon, M. (2018, October). Automatic Identification of Relations in Québec Heritage Data [Paper]. 7th International Conference on Digital Heritage, (EuroMed 2018), Nicosia, Cyprus.Conference paper Radoev, N., Tremblay, M., Zouaq, A., & Gagnon, M. (2018, June). LAMA: a Language Adaptive Method for Question Answering [Paper]. Extended Semantic Web Conference (ESWC 2018), Heraklion, Greece.Conference paper Menet, F., Berthier, P., Gagnon, M., & Fernandez, J. M. (2018, October). Spartan Networks: Self-Feature-Squeezing Networks for Increased Robustness in Adversarial Settings [Poster]. ACM SIGSAC Conference on Computer and Communications Security (CCS 2018), Toronto, Canada.
- 2017
Conference paper Radoev, N., Tremblay, M., Gagnon, M., & Zouaq, A. (2017, May). AMAL: Answering French natural language questions using DBpedia [Paper]. 4th International Conference on Semantic Web Evaluation Challenge (SemWebEval 2017), Portoroz, Slovenia.Conference paper Radoev, N., Tremblay, M., Gagnon, M., & Zouaq, A. (2017, May). Answering Natural Language Questions on RDF Knowledge Base in French [Paper]. Question Answering over Linked Data Challenge (QALD2017 Challenge - ESWC 2017), Portoroz, Slovenia.Conference paper Font, L., Richard, P. R., & Gagnon, M. (2017, August). Improving QED-Tutrix by automating the generation of proofs [Paper]. 6th International Workshop on Theorem Proving Components for Educational Software (ThEdu 2017), Gothenburg, Sweden. Published in Electronic Proceedings in Theoretical Computer Science, 267.Conference paper Tessier-Baillargeon, M., Leduc, N., Richard, P. R., & Gagnon, M. (2017, February). QED-Tutrix: creating and expanding a problem database towards personalized problem itineraries for proof learning [Paper]. 10th Congress of European Research in Mathematics Education (CERME 2017), Dublin, Ireland.
- 2016
Conference paper Lange Di Cesare, K., Gagnon, M., Zouaq, A., & Jean-Louis, L. (2016, April). A machine learning filter for relation extraction [Paper]. 25th International World Wide Web Conference (WWW 2016), Montréal, Québec.Conference paper Haidar-Ahmad, L., Zouaq, A., & Gagnon, M. (2016, May). Automatic extraction of axioms from wikipedia using SPARQL [Paper]. 13th International Conference on Semantic Web (ESWC 2016 - Satellite Events), Heraklion, Crete, Greece.Conference paper Chabchoub, M., Gagnon, M., & Zouaq, A. (2016, May). Collective disambiguation and semantic annotation for entity linking and typing [Paper]. 3rd Semantic Web Challenges Conference (ESWC 2016), Heraklion, Crete, Greece.Conference paper Richard, P. R., Gagnon, M., & Fortuny, J. M. (2016, July). Connectedness of Problems and Impasse Resolution in the Solving Process in Geometry: A Major Educational Challenge [Paper]. 13th International Congress on Mathematical Education (ICME 2016), Hamburg, Germany.Conference paper Haidar-Ahmad, L., Font, L., Zouaq, A., & Gagnon, M. (2016, May). Entity typing and linking using SPARQL patterns and DBpedia [Paper]. 3rd Semantic Web Challenges Conference (ESWC 2016), Heraklion, Crete, Greece.Conference paper N'techebo, P., Zouaq, A., & Gagnon, M. (2016, July). Semantic Annotation for the Analysis of Political Debates: A Graph-based Approach [Paper]. International Conference on the Advances in Computational Analysis of Political Text (PolText), Dubrovnik, Croatia.
- 2015
Conference paper Font, L., Zouaq, A., & Gagnon, M. (2015, November). Assessing the quality of domain concepts descriptions in DBpedia [Paper]. 11th International Conference on Signal-Image Technology and Internet-Based Systems (SITIS 2015), Bangkok, Thailand.Conference paper McDonald, J., Zouaq, A., Gagnon, M., & Bird, R. (2015, November). Short Answers to Deep Questions: Insights from Tutorial Dialogue [Paper]. Australian Learning Analytics Summer Institute (ALASI 2015), Sydnay, Australia.
- 2014
Conference paper Claude-Lachenaud, C., Charton, É., Ozell, B., & Gagnon, M. (2014, May). A multimodal interpreter for 3D visualization and animation of verbal concepts [Paper]. 9th Language Resources and Evaluation Conference (LREC2014), Reykjavik, Iceland.Conference paper Jean-Louis, L., Zouaq, A., Gagnon, M., & Ensan, F. (2014, December). An Assessment of Online Semantic Annotators for the Keyword Extraction Task [Paper]. Pacific Rim International Conference on Artificial Intelligence (PRICAI 2014), Gold Coast, Australia.Conference paper Charton, E., Meurs, M.-J., Jean-Louis, L., & Gagnon, M. (2014, May). Improving entity linking using surface form refinement [Paper]. 9th International Conference on Language Resources and Evaluation (LREC 2014), Reykjavik, Iceland.Conference paper Charton, E., Meurs, M.-J., Jean-Louis, L., & Gagnon, M. (2014, June). Mutual Disambiguation for Entity Linking [Paper]. 52nd Annual Meeting of the Association for Computational Linguistics, Baltimore, Maryland.
- 2013
Conference paper Gagnon, M., Zouaq, A., & Jean-Louis, L. (2013, May). Combining Linked-data Semantic Annotators for Extraction of Relevant Expressions [Paper]. 22nd International World Wide Web Conference (WWW 2013), Rio de Janeiro, Brazil.
- 2012
Conference paper Charton, E., & Gagnon, M. (2012, May). A Disambiguation Resource Extracted From Wikipedia for Semantic Annotation [Paper]. 8th International Conference on Language Resources and Evaluation, Istanbul, Turkey.Conference paper Desmarais, F. X., Gagnon, M., & Zouaq, A. (2012, September). Comparing a rule-based and a machine learning approach for semantic analysis [Paper]. 6th International Conference on Advances in Semantic Processing (SEMAPRO 2012), Barcelona, Spain.
- 2011
Conference paper Gaha, M., Gagnon, M., & Sirois, F. (2011, August). A modern Blackboard system [Paper]. IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Workshops (WI-IAT 2011), Lyon, France.Conference paper Desmarais, M. C., Burney-Vincent, C., Caron, C., Gagnon, M., Gagnon, O., Lemieux, F., Pelczer, I., & Robert, J.-M. (2011, August). Assessing engineering freshman mathematics skills with adaptive testing [Paper]. International Conference on Engineering Education, Belfast, Northern Ireland, UK.Conference paper Charton, E., Gagnon, M., & Ozell, B. (2011, May). Automatic semantic web annotation of named entities [Paper]. 24th Canadian Conference on Artificial Intelligence (AI 2011), collocated with the 37th Graphics Interface Conference (GI 2011) and 8th Canadian Conference on Computer and Robot Vision (CRV 2011), St. John's, NL, Canada.Conference paper Desmarais, M. C., Burney-Vincent, C., Caron, C., Gagnon, M., Gagnon, O., Lemieux, F., & Pelczer, I. (2011, May). Évaluation efficace des acquis mathématiques pour l'apprentissage personnalisé [Paper]. Journée MATI, Montréal, Québec.Conference paper Charton, E., Gagnon, M., & Ozell, B. (2011, June). Extension d'un système d'étiquetage d'entités nommées en étiqueteur sémantique [Paper]. Traitement automatique des langues naturelles (TALN 2011), Montpellier.Conference paper Charton, E., Gagnon, M., & Ozell, B. (2011, June). Génération automatique de motifs de détection d'entités nommées en utilisant des contenus encyclopédiques [Paper]. Traitement automatique des langues naturelles (TALN 2011), Montpellier.Conference paper Torres-Moreno, J.-M., Velazquez-Morales, P., & Gagnon, M. (2011, December). Statistical summarization at QA@INEX 2011 track using cortex and enertex systems [Paper]. 10th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2011), Saarbrücken, Germany.
- 2010
Conference paper Charton, E., Gagnon, M., & Ozell, B. (2010, July). A preprocessing system to include imaginative animations according to text in educational applications [Paper]. 3rd Workshop on Multimodal Output Generation, Dublin.Conference paper Zouaq, A., Gagnon, M., & Ozell, B. (2010, May). Can syntactic and logical graphs help word sense disambiguation? [Paper]. 7th International Conference on Language Resources and Evaluation, Valletta, Malta.Conference paper Richard, P. R., Leduc, N., Tessier-Baillargeon, M., & Gagnon, M. (2010, June). Contribution of a computer algebra system (CAS) in the solving of problems in geometry with the help of an emerging tutorial system [Paper]. Computer Algebra and Synamic Geometry Systems in Mathematics Education, Hluboká nad Vltavou (Czech Republic).Conference paper Zouaq, A., Gagnon, M., & Ozell, B. (2010, June). Grammaire de dépendances et ontologies de haut niveau : vers un processus modulaire pour l'analyse sémantique [Paper]. 10th International Conference on Statistical Analysis of Textual Data (JADT 2010), Sapienza, Rome.Conference paper Ruhlmann, L., Ozell, B., Gagnon, M., Bourgoin, S., & Charton, E. (2010, September). Improving Communication Using 3D Animation [Paper]. 14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2010), Cardiff, Wales.Conference paper Charton, E., Gagnon, M., & Ozell, B. (2010, July). Poly-co : an unsupervised co-reference detection system [Paper]. 6th International Natural Language Generation Conference, Trim, Ireland.Conference paper Zouaq, A., Gagnon, M., & Ozell, B. (2010, March). Semantic Analysis using Dependency-based Grammars and Upper-Level Ontologies [Paper]. 11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2010), Iasi, Romania.Conference paper Zouaq, A., Gagnon, M., & Ozell, B. (2010, March). Semantic analysis using dependency/based grammars and upper-level ontologies [Paper]. 11th International Conference on Intelligent texte processing and computational linguistics (CICLing 2010), Isai, Romania.Conference paper Torres-Moreno, J.-M., & Gagnon, M. (2010, December). The cortex automatic summarization system at the QA@INEX track 2010 [Paper]. 9th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2010), Vught, Netherlands.Conference paper Aymemo, J. M. F., Gagnon, M., Gauthier, J., Leduc, N., Puertas, E., Richard, P. R., Rosu, C., & Tessier-Baillargeon, M. (2010, January). Theoretical fundaments for an intelligent tutorial system towards the learning of geometry at a high school level [Paper]. Interoperable Interactive Geometry Conference, 12GEO 2010, Hluboká nad Vltavou (Czech Republic).
- 2009
Conference paper Zouaq, A., Gagnon, M., & Ozell, B. (2009, November). A SUMO-based semantic analysis for knowledge extraction [Paper]. 4th Language and Technology Conference (LTC 2009), Poznan, Poland.Conference paper Zouaq, A., & Gagnon, M. (2009, November). Cartographie textuelle et analyse linguistique profonde : Des techniques indispensables au développement du e-Learning [Paper]. Colloque CIRTA 2009 : recherche et pratique du e-learning en 2009, Québec.Conference paper Loye, N., Caron, F., Pineault, J., Tessier-Balliargeon, M., Burney-Vincent, C., & Gagnon, M. (2009, May). La validité d'un diagnostic issu du mariage entre didactique et mesure [Paper]. 77e Congrès de l'ACFAS, Ottawa, Ontario.Conference paper Zouaq, A., & Gagnon, M. (2009, November). Textual Cartography and Deep Linguistic Analysis as Necessary Tools for eLearning Development [Paper]. 6eme colloque du CIRTA, Québec, Québec.Conference paper Zouaq, A., Gagnon, M., & Ozell, B. (2009, November). Unsupervised and open ontology-based semantic analysis [Paper]. 4th Language and Technology Conference (LTC 2009), Poznan, Poland.
- 2008
Conference paper Desmarais, M. C., Willarreal, A., & Gagnon, M. (2008, June). Adaptive test design with a naive bayes framework [Paper]. 1st Conference on Educational Data Mining, Montréal, Québec.Conference paper Parent, G., Gagnon, M., & Muller, P. (2008, June). Annotation d'expressions temporelles et d'événements en français [Paper]. Traitement automatique des langues naturelles (TALN 2008), Avignon.Conference paper Spooner, D., Sanschagrin, B., Gagnon, M., Vadean, A., Camarero, R., Leblanc, T., & Poirier, D. (2008, June). Fostering team dynamics across and engineering curriculum [Paper]. 4th International CDIO Conference, Gent, Belgium.Conference paper Huet, G., Sanschagrin, B., Gagnon, M., Spooner, D., Vadean, A., & Camarero, R. (2008, June). The assessment of student teamwork to promote CDIO learning objectives [Paper]. 4th International CDIO Conference, Gent, Belgium.
- 2007
Conference paper Boudreault, Y., Desmarais, M. C., & Gagnon, M. (2007, June). Designing a learning environment for the freshman of computer engineering and software engineering programs [Paper]. 114th ASEE Conference & Exhibition, Honolulu, Hawaii, USA.Conference paper Richard, P., Fortuny, J., Hohenwarter, M., & Gagnon, M. (2007, October). GeogebraTutor : Une nouvelle apporche pour la recherche sur l'apprentissage compétentiel et instrumenté de la géométrie à l'école secondaire [Paper]. World Conference on E-Learning in Corporate, Government, Healthcare and Higher Education (E-Learn 2007), Québec, Canada.Conference paper Gagnon, M. (2007, July). Ontology-based integration of data sources [Paper]. 10th International Conference on Information Fusion (ICIF 2007), Quebec, QC, Canada (8 pages).
- 2006
Conference paper Desmarais, M. C., & Gagnon, M. (2006, October). Bayesian student models based on item to item knowledge structures [Paper]. 1st European Conference on Technology Enhanced Learning (EC-TEL 2006), Crete, Greece.Conference paper Desmarais, M. C., Gagnon, M., & Meshkinfam, P. (2006, July). Data mining and students models [Paper]. AAAI Workshop, Boston, MA, United States.Conference paper Desmarais, M. C., Gagnon, M., & Meshkinfam, P. (2006, July). Item-based Bayesian student models [Paper]. AAAI Workshop Data Mining in Education, Boston, MA, United States.Conference paper Gagnon, M., & Da Sylva, L. (2006, June). Text compression by syntactic pruning [Paper]. 19th Conference of the Canadian Society for Computational Studies of Intelligence, Québec City, Que., Canada.Conference paper Gagnon, M., Coelho, E. M. P., & Finger, R. A. (2006, May). Towards a formalization of tense and for the generation of Portuguese sentences [Paper]. 7th International Workshop on Computational Processing of the Portuguese Language, Itatiaia, Brazil.
- 2021
- Book chapters (3)
- 2019
Book chapter Richard, P. R., Venant, F., & Gagnon, M. (2019). Issues and challenges in instrumental proof. In Proof Technology in Mathematics Research and Teaching (139-172).
- 2011
Book chapter Tétreault, M., Dufresne, A., & Gagnon, M. (2011). Development of an Ontology-based E-recruitment application that integrates social web. In Electronic business interoperability : concepts, opportunities and challenges (363-395).Book chapter Loye, N., Caron, J., Pineault, J., Tessier-Baillargeon, M., Burney-Vincent, C., & Gagnon, M. (2011). La validité du diagnostic issu d'un mariage entre didactique et mesure sur un test existant. In Des mécanismes pour assurer la validité de l'interprétation de la mesure en éducation .
- 2019