Une application de la fouille de textes : l'extraction des règles d'association à partir d'un corpus spécialisé. - Jérôme Azé; Mathieu Roche (EGC, 2003)

Extraction paramétrée de la terminologie du domaine. - Mathieu Roche (EGC, 2003)

EXIT: Extraction itérative de la terminologie. - Mathieu Roche; Thomas Heitz; Oriane Matte-Tailliez; Yves Kodratoff (EGC, 2004)

Mining texts by association rules discovery in a technical corpus. - Mathieu Roche; Jérôme Azé; Oriane Matte-Tailliez; Yves Kodratoff (Intelligent Information Systems, 2004)

Learning to Order Terms: Supervised Interestingness Measures in Terminology Extraction - Jérôme Azé; Mathieu Roche; Yves Kodratoff; Michèle Sebag (International Conference on Computational Intelligence, 2004)

Etude de mesures de qualité pour classer les termes extraits de corpus spécialisés. - Mathieu Roche; Oriane Matte-Tailliez; Yves Kodratoff (INFORSID, 2004)

Learning Interestingness Measures in Terminology Extraction. A ROC-based approach. - Mathieu Roche; Jérôme Azé; Yves Kodratoff; Michèle Sebag (ROCAI, 2004)

From the Texts to the Contexts They Contain: A Chain of Linguistic Treatments. - Ahmed Amrani; Jérôme Azé; Thomas Heitz; Yves Kodratoff; Mathieu Roche (TREC, 2004)

Inductive Improvement of Part-of-Speech Tagging and Its Effect on a Terminology of Molecular Biology. - Ahmed Amrani; Mathieu Roche; Yves Kodratoff; Oriane Matte-Tailliez (Canadian AI, 2005)

Extraction de termes centrée autour de l'expert. - Thomas Heitz; Mathieu Roche; Yves Kodratoff (EGC, 2005)

Preference Learning in Terminology Extraction: A ROC-based approach - Jérôme Azé; Mathieu Roche; Yves Kodratoff; Michèle Sebag (CoRR, 2005)

Choix du taux d'élagage pour l'extraction de la terminologie. Une approche fondée sur les courbes ROC. - Mathieu Roche; Yves Kodratoff (EGC, 2006)

Pruning Terminology Extracted from a Specialized Corpus for CV Ontology Acquisition. - Mathieu Roche; Yves Kodratoff (OTM Workshops (2), 2006)

BMatch: a Semantically Context-based Tool Enhanced by an Indexing Structure to Accelerate Schema Matching. - Fabien Duchateau; Zohra Bellahsene; Mathieu Roche (BDA, 2007)

Improving LSA by expanding the contexts. - Nicolas Béchet; Mathieu Roche; Jacques Chauché (CIR, 2007)

AcroDef : A Quality Measure for Discriminating Expansions of Ambiguous Acronyms. - Mathieu Roche; Violaine Prince (CONTEXT, 2007)

DefAcro : mesure de qualité pour le choix de la définition des acronymes ambigus. - Mathieu Roche; Violaine Prince (CORIA, 2007)

An Indexing Structure for Automatic Schema Matching. - Fabien Duchateau; Zohra Bellahsene; Mark Roantree; Mathieu Roche (ICDE Workshops, 2007)

A Context-based Measure for Discovering Approximate Semantic Matching between Schema Elements. - Fabien Duchateau; Zohra Bellahsene; Mathieu Roche (RCIS, 2007)

A Flexible Approach Based on the user Preferences for Schema Matching. - Wided Guédria; Zohra Bellahsene; Mathieu Roche (RCIS, 2007)

Is a Voting Approach Accurate for Opinion Mining?. - Michel Plantié; Mathieu Roche; Gérard Dray; Pascal Poncelet (DaWaK, 2008)

Extraction of Opposite Sentiments in Classified Free Format Text Reviews. - Dong (Haoyuan) Li; Anne Laurent; Mathieu Roche; Pascal Poncelet (DEXA, 2008)

ExpLSA : utilisation d'informations syntaxico-sémantiques associées à LSA pour améliorer les méthodes de classification conceptuelle. - Nicolas Béchet; Mathieu Roche; Jacques Chauché (EGC, 2008)

Processus d'acquisition d'un dictionnaire de sigles et de leurs définitions à partir d'un corpus. - Vladislav Matviico; Nicolas Muret; Mathieu Roche (EGC, 2008)

Un système de vote pour la classification de textes d'opinion. - Michel Plantié; Mathieu Roche; Gérard Dray (EGC, 2008)

Visualisation des motifs séquentiels extraits à partir d'un corpus en Ancien Français. - Julien Rabatel; Yuan Lin 004; Yoann Pitarch; Hassan Saneifar; Claire Serp; Mathieu Roche; Anne Laurent (EGC, 2008)

How the ExpLSA approach impacts the document classification tasks. - Nicolas Béchet; Mathieu Roche; Jacques Chauché (ICDIM, 2008)

Blog Classification: Adding Linguistic Knowledge to Improve the K-NN Algorithm. - Ines Bayoudh; Nicolas Béchet; Mathieu Roche (IIP, 2008)

Processus global d'acquisition et de gestion des sigles. - Mathieu Roche; Violaine Prince (INFORSID, 2008)

Automatic Profiling System for Ranking Candidates Answers in Human Resources. - Rémy Kessler; Nicolas Béchet; Mathieu Roche; Marc El-Bèze; Juan-Manuel Torres-Moreno (OTM Workshops, 2008)

Web opinion mining: how to extract opinions from blogs? - Ali Harb; Michel Plantié; Gérard Dray; Mathieu Roche; François Trousset; Pascal Poncelet (CSTST, 2008)

Détection d'opinion. Comment déterminer les adjectifs d'opinion d'un domaine donné. - Ali Harb; Michel Plantié; Mathieu Roche; Gérard Dray; François Trousset; Pascal Poncelet (Document Numérique, 2008)

Managing the Acronym/Expansion Identification Process for Text-Mining Applications. - Mathieu Roche; Violaine Prince (Int. J. Softw. Informatics, 2008)

Improving quality and performance of schema matching in large scale. - Fabien Duchateau; Zohra Bellahsene; Mathieu Roche (Ingénierie des Systèmes d Inf., 2008)

A Hybrid Approach to Validate Induced Syntactic Relations. - Nicolas Béchet; Mathieu Roche; Jacques Chauché (AINA Workshops, 2009)

Terminology Extraction from Log Files. - Hassan Saneifar; Stéphane Bonniol; Anne Laurent; Pascal Poncelet; Mathieu Roche (DEXA, 2009)

Towards the Selection of Induced Syntactic Relations. - Nicolas Béchet; Mathieu Roche; Jacques Chauché (ECIR, 2009)

Comment valider automatiquement des relations syntaxiques induites. - Nicolas Béchet; Mathieu Roche; Jacques Chauché (EGC, 2009)

Regroupement des définitions de sigles biomédicaux. - Ousmane Djanga; Hanine Hamzioui; Mickaël Hatchi; Isabelle Mougenot; Mathieu Roche (EGC, 2009)

Mining for Relevant Terms from Log Files. - Hassan Saneifar; Stéphane Bonniol; Anne Laurent; Pascal Poncelet; Mathieu Roche (KDIR, 2009)

How to Rank Terminology Extracted by Exterlog. - Hassan Saneifar; Stéphane Bonniol; Anne Laurent; Pascal Poncelet; Mathieu Roche (IC3K, 2009)

Job Offer Management: How Improve the Ranking of Candidates. - Rémy Kessler; Nicolas Béchet; Juan-Manuel Torres-Moreno; Mathieu Roche; Marc El-Bèze (ISMIS, 2009)

GeneMining: Identification, Visualization, and Interpretation of Brain Ageing Signatures. - Paola Salle; Sandra Bringay; Maguelonne Teisseire; Feirouz Chakkour; Mathieu Roche; Ronza Abdel Rassoul; Jean-Michel Verdier; Gina Devau (MIE, 2009)

Profilage de candidatures assisté par Relevance Feedback. - Rémy Kessler; Nicolas Béchet; Juan-Manuel Torres-Moreno; Mathieu Roche; Marc El-Bèze (TALN (Articles courts), 2009)

Text and Web Mining Approaches in Order to Build Specialized Ontologies. - Mathieu Roche; Yves Kodratoff (J. Digit. Inf., 2009)

Recherche de passages pertinents dans les fichiers logs par enrichissement de requêtes. - Hassan Saneifar; Stéphane Bonniol; Anne Laurent; Pascal Poncelet; Mathieu Roche (CORIA, 2010)

Text Titling Application. - Cédric Lopez; Violaine Prince; Mathieu Roche (EKAW (Posters and Demos), 2010)

Bien cube, les données textuelles peuvent s'agréger ! - Sandra Bringay; Anne Laurent; Pascal Poncelet; Mathieu Roche; Maguelonne Teisseire (EGC, 2010)

SequencesViewer : Visualisation de séquences ordonnées de gènes ou comment rendre accessible des motifs séquentiels trop nombreux ? - Arnaud Sallaberry; Nicolas Pecheur; Sandra Bringay; Mathieu Roche; Maguelonne Teisseire (EGC, 2010)

Titrage automatique de documents électroniques par extraction de syntagmes nominaux. - Cédric Lopez; Violaine Prince; Mathieu Roche (IC, 2010)

Discovering Novelty in Gene Data: From Sequential Patterns to Visualization. - Arnaud Sallaberry; Nicolas Pecheur; Sandra Bringay; Mathieu Roche; Maguelonne Teisseire (ISVC (3), 2010)

Discovering Novelty in Sequential Patterns: application for analysis of microarray data on Alzheimer disease. - Sandra Bringay; Mathieu Roche; Maguelonne Teisseire; Pascal Poncelet; Ronza Abdel Rassoul; Jean-Michel Verdier; Gina Devau (MedInfo, 2010)

Automatic titling of electronic documents with noun phrase extraction. - Cédric Lopez; Violaine Prince; Mathieu Roche (SoCPaR, 2010)

Passage Retrieval in Log Files: An Approach Based on Query Enrichment. - Hassan Saneifar; Stéphane Bonniol; Anne Laurent; Pascal Poncelet; Mathieu Roche (IceTAL, 2010)

Extraction of unexpected sentences: A sentiment classification assessed approach. - Dong (Haoyuan) Li; Anne Laurent; Pascal Poncelet; Mathieu Roche (Intell. Data Anal., 2010)

Corpus and Web: Two Allies in Building and Automatically Expanding Conceptual Classes. - Nicolas Béchet; Jacques Chauché; Violaine Prince; Mathieu Roche (Informatica (Slovenia), 2010)

A Web-Mining Approach to Disambiguate Biomedical Acronym Expansions. - Mathieu Roche; Violaine Prince (Informatica (Slovenia), 2010)

FORUM: a flexible data integration system based on data semantics. - Zohra Bellahsene; Salima Benbernou; Hélène Jaudoin; François Pinet; Olivier Pivert; Farouk Toumani; Stephan Bernard; Pierre Colomb; Remi Coletta; Emmanuel Coquery; Fabien De Marchi; Fabien Duchateau; et al. (SIGMOD Rec., 2010)

Classification automatique de documents bruités à faible contenu textuel. - Sami Laroum; Nicolas Béchet; Hatem Hamza; Mathieu Roche (Fouille de données complexe, 2010)

Fouille de Textes : de l'extraction des descripteurs linguistiques à leur induction. - Mathieu Roche (2011)

Towards an On-Line Analysis of Tweets Processing. - Sandra Bringay; Nicolas Béchet; Flavien Bouillot; Pascal Poncelet; Mathieu Roche; Maguelonne Teisseire (DEXA (2), 2011)

Towards an Automatic Characterization of Criteria. - Benjamin Duthil; François Trousset; Mathieu Roche; Gérard Dray; Michel Plantié; Jacky Montmain; Pascal Poncelet (DEXA (1), 2011)

Analyse de gazouillis en ligne. - Sandra Bringay; Nicolas Béchet; Flavien Bouillot; Pascal Poncelet; Mathieu Roche; Maguelonne Teisseire (EDA, 2011)

Une nouvelle approche pour l'extraction non supervisée de critères. - Benjamin Duthil; François Trousset; Mathieu Roche; Michel Plantié; Gérard Dray; Jacky Montmain (EGC, 2011)

Mixer les moyens pour extraire les gloses. - Augusta Mela; Mathieu Roche; Mohamed el Amine Bekhtaoui (EGC, 2011)

A la recherche des tweets porteurs d'informations journalistiques. - Benjamin Rosoor; Laurent Sebag; Sandra Bringay; Mathieu Roche (EGC, 2011)

Recherche documentaire par titrage automatique. - Cédric Lopez; Violaine Prince; Mathieu Roche (INFORSID, 2011)

Automatic titling of Articles Using Position and Statistical Information. - Cédric Lopez; Violaine Prince; Mathieu Roche (RANLP, 2011)

Approche de construction automatique de titres courts par des méthodes de Fouille du Web (An automatic short title construction approach by web mining methods). - Cédric Lopez; Mathieu Roche (TALN (Articles longs), 2011)

How Statistical Information from the Web can Help Identify Named Entities. - Mathieu Roche (WEBIST, 2011)

Sequential patterns mining and gene sequence visualization to discover novelty from microarray data. - Arnaud Sallaberry; Nicolas Pecheur; Sandra Bringay; Mathieu Roche; Maguelonne Teisseire (J. Biomed. Informatics, 2011)

French presidential elections: what are the most efficient measures for tweets? - Flavien Bouillot; Pascal Poncelet; Mathieu Roche; Dino Ienco; Elnaz Bigdeli; Stan Matwin (PLEAD@CIKM, 2012)

An Unsupervised Framework for Topological Relations Extraction from Geographic Documents. - Corrado Loglisci; Dino Ienco; Mathieu Roche; Maguelonne Teisseire; Donato Malerba (DEXA (2), 2012)

Just Title It! (by an Online Application). - Cédric Lopez; Violaine Prince; Mathieu Roche (EACL, 2012)

WeMiT: Web-Mining for Translation. - Mathieu Roche; Oana Mihaela Garbasevschi (ECAI, 2012)

Segmentation des fichiers logs. - Hassan Saneifar; Stéphane Bonniol; Pascal Poncelet; Mathieu Roche (EGC, 2012)

Toward Geographic Information Harvesting: Extraction of Spatial Relational Facts from Web Documents. - Corrado Loglisci; Dino Ienco; Mathieu Roche; Maguelonne Teisseire; Donato Malerba (ICDM Workshops, 2012)

Construction d'un dictionnaire multilingue de biodiversité à partir de dires d'experts (C). - Mamadou Dieye; Mohamed Rafik Doulache; Mustapha Floussi; Julie Chabalier; Isabelle Mougenot; Mathieu Roche (INFORSID, 2012)

How to Extract Relevant Knowledge from Tweets? - Flavien Bouillot; Phan Nhat Hai; Nicolas Béchet; Sandra Bringay; Dino Ienco; Stan Matwin; Pascal Poncelet; Mathieu Roche; Maguelonne Teisseire (ISIP, 2012)

NOMIT: Automatic Titling by Nominalizing. - Cédric Lopez; Violaine Prince; Mathieu Roche (HLT-NAACL, 2012)

Lexical Knowledge Acquisition Using Spontaneous Descriptions in Texts. - Augusta Mela; Mathieu Roche; Mohamed el Amine Bekhtaoui (NLDB, 2012)

Mining Web Data for Epidemiological Surveillance. - Didier Breton; Sandra Bringay; François Marques; Pascal Poncelet; Mathieu Roche (PAKDD Workshops, 2012)

A hybrid approach to managing job offers and candidates. - Rémy Kessler; Nicolas Béchet; Mathieu Roche; Juan-Manuel Torres-Moreno; Marc El-Bèze (Inf. Process. Manag., 2012)

Approaches of Anonymisation of an SMS Corpus. - Namrata Patel; Pierre Accorsi; Diana Inkpen; Cédric Lopez; Mathieu Roche (CICLing (1), 2013)

Text2Geo : des données textuelles aux informations géospatiales. - Sabiha Tahrat; Eric Kergosien; Sandra Bringay; Mathieu Roche; Maguelonne Teisseire (EGC, 2013)

How to Extract Unit of Measure in Scientific Documents?. - Soumia Lilia Berrahou; Patrice Buche; Juliette Dibie-Barthélemy; Mathieu Roche (KDIR/KMIS, 2013)

GenDesc: A Partial Generalization of Linguistic Features for Text Classification. - Guillaume Tisserant; Violaine Prince; Mathieu Roche (NLDB, 2013)

Text2Geo: from textual data to geospatial information. - Sabiha Tahrat; Eric Kergosien; Sandra Bringay; Mathieu Roche; Maguelonne Teisseire (WIMS, 2013)

Préface. - Atefeh Farzindar; Mathieu Roche (Trait. Autom. des Langues, 2013)

Looking for Opinion in Land-Use Planning Corpora. - Eric Kergosien; Cédric Lopez; Mathieu Roche; Maguelonne Teisseire (CICLing (2), 2014)

De nouvelles pondérations adaptées à la classification de petits volumes de données textuelles. - Flavien Bouillot; Pascal Poncelet; Mathieu Roche (EGC, 2014)

Vectorisation paramétrée des données textuelles. - Célia da Costa Pereira; Mathieu Lafourcade; Patrick Lloret; Cédric Lopez; Mathieu Roche (EGC, 2014)

GENDESC : Vers une nouvelle représentation des données textuelles. - Guillaume Tisserant; Violaine Prince; Mathieu Roche (Fouille de données complexes, 2014)

Mining Tweet Data - Statistic and Semantic Information for Political Tweet Classification. - Guillaume Tisserant; Mathieu Roche; Violaine Prince (KDIR, 2014)

Integration of linguistic and web information to improve biomedical terminology extraction. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (IDEAS, 2014)

Classification of Small Datasets: Why Using Class-Based Weighting Measures? - Flavien Bouillot; Pascal Poncelet; Mathieu Roche (ISMIS, 2014)

Towards Electronic SMS Dictionary Construction: An Alignment-based Approach. - Cédric Lopez; Reda Bestandji; Mathieu Roche; Rachel Panckhurst (LREC, 2014)

BIOTEX: A system for Biomedical Terminology Extraction, Ranking, and Validation. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (ISWC (Posters & Demos), 2014)

NLP approaches: How to Identify Relevant Information in Social Networks? - Mathieu Roche (SIMBig, 2014)

ANIMITEX project: Image Analysis based on Textual Information. - Hugo Alatrista Salas; Eric Kergosien; Mathieu Roche; Maguelonne Teisseire (SIMBig, 2014)

SIFR Project: The Semantic Indexing of French Biomedical Data Resources. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (SIMBig, 2014)

Yet Another Ranking Function for Automatic Multiword Term Extraction. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (PolTAL, 2014)

Automatic Term Extraction Combining Different Information (Extraction automatique de termes combinant différentes informations) [in French]. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (TALN (2), 2014)

Enhancing passage retrieval in log files by query expansion based on explicit and pseudo relevance feedback. - Hassan Saneifar; Stéphane Bonniol; Pascal Poncelet; Mathieu Roche (Comput. Ind., 2014)

How to combine text-mining methods to validate induced Verb-Object relations? - Nicolas Béchet; Jacques Chauché; Violaine Prince; Mathieu Roche (Comput. Sci. Inf. Syst., 2014)

How can catchy titles be generated without loss of informativeness? - Cédric Lopez; Violaine Prince; Mathieu Roche (Expert Syst. Appl., 2014)

Are opinions expressed in land-use planning documents? - Eric Kergosien; Bernard Laval; Mathieu Roche; Maguelonne Teisseire (Int. J. Geogr. Inf. Sci., 2014)

Towards a Mixed Approach to Extract Biomedical Terms from Text Corpus. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (Int. J. Knowl. Discov. Bioinform., 2014)

ANIMITEX. Analyse d'images fondée sur des informations textuelles. - Mathieu Roche; Maguelonne Teisseire; Bruno Crémilleux; Pierre Gançarski; Christian Sallaberry (Ingénierie des Systèmes d Inf., 2014)

SentiCompass: Interactive visualization for exploring and comparing the sentiments of time-varying twitter data. - Florence Ying Wang; Arnaud Sallaberry; Karsten Klein 001; Masahiro Takatsuka; Mathieu Roche (PacificVis, 2015)

Mesurer la proximité entre corpus par de nouveaux méta-descripteurs. - Flavien Bouillot; Pascal Poncelet; Mathieu Roche (CORIA, 2015)

Prédiction de la polysémie pour un terme biomédical. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (CORIA, 2015)

When Textual Information Becomes Spatial Information Compatible with Satellite Images. - Eric Kergosien; Hugo Alatrista-Salas; Mauro Gaio; Fabio Güttler; Mathieu Roche; Maguelonne Teisseire (KDIR, 2015)

Discovering Types of Spatial Relations with a Text Mining Approach. - Sarah Zenasni; Eric Kergosien; Mathieu Roche; Maguelonne Teisseire (ISMIS, 2015)

A Webtool for Analyzing Land-use Planning Documents. - Mohammad Amin Farvardin; Eric Kergosien; Mathieu Roche; Maguelonne Teisseire (ISWC (Posters & Demos), 2015)

How to Deal with Heterogeneous Data? - Mathieu Roche (SIMBig, 2015)

Identification des unités de mesure dans les textes scientifiques. - Soumia Lilia Berrahou; Patrice Buche; Juliette Dibie-Barthélemy; Mathieu Roche (TALN, 2015)

Génération Automatique de HashTags. - Guillaume Tisserant; Mathieu Roche; Violaine Prince (TIA, 2015)

Application of natural language to information systems (NLDB'14). - Elisabeth Métais; Mathieu Roche; Maguelonne Teisseire (Data Knowl. Eng., 2015)

Recognition of logical units in log files. - Hassan Saneifar; Stéphane Bonniol; Pascal Poncelet; Mathieu Roche (Intell. Data Anal., 2015)

From Terminology Extraction to Terminology Validation: An Approach Adapted to Log Files. - Hassan Saneifar; Stéphane Bonniol; Pascal Poncelet; Mathieu Roche (J. Univers. Comput. Sci., 2015)

SENTERRITOIRE pour la détection d'opinions liées à l'aménagement d'un territoire. - Eric Kergosien; Pierre Maurel; Mathieu Roche; Maguelonne Teisseire (Rev. Int. Géomatique, 2015)

MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality. - Dino Ienco; Mathieu Roche; Salvatore Romeo; Paolo Rosso; Andrea Tagarelli (ECIR, 2016)

A Way to Automatically Enrich Biomedical Ontologies. - Juan Antonio Lossio-Ventura; Mathieu Roche; Clément Jonquet; Maguelonne Teisseire (EDBT, 2016)

Intégration de connaissances lexicales et sémantiques pour l'analyse de sentiments dans les SMS. - Wejdene Khiari; Mathieu Roche; Asma Bouhafs Hafsia (EGC, 2016)

Système de collecte de données Web pour analyser l'émergence et la propagation de maladies animales. - Sylvain Falala; Jocelyn De Goër; Elena Arsevska; Mathieu Roche; Julien Rabatel; David Chavernac; Pascal Hendrikx; Thierry Lefrancois; Barbara Dufour; Renaud Lancelot (IC, 2016)

Exploiting social and mobility patterns for friendship prediction in location-based social networks. - Jorge Carlos Valverde-Rebaza; Mathieu Roche; Pascal Poncelet; Alneu de Andrade Lopes (ICPR, 2016)

Monitoring Disease Outbreak Events on the Web Using Text-mining Approach and Domain Expert Knowledge. - Elena Arsevska; Mathieu Roche; Sylvain Falala; Renaud Lancelot; David Chavernac; Pascal Hendrikx; Barbara Dufour (LREC, 2016)

Integration of Lexical and Semantic Knowledge for Sentiment Analysis in SMS. - Wejdene Khiari; Mathieu Roche; Asma Bouhafs Hafsia (LREC, 2016)

Automatic Biomedical Term Polysemy Detection. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (LREC, 2016)

Extracting new spatial entities and relations from short messages. - Sarah Zenasni; Eric Kergosien; Mathieu Roche; Maguelonne Teisseire (MEDES, 2016)

Shallow Text Clustering Does Not Mean Weak Topics: How Topic Identification Can Leverage Bigram Features. - Julien Velcin; Mathieu Roche; Pascal Poncelet (DMNLP@PKDD/ECML, 2016)

Communication overload management through social interactions clustering. - Juan Antonio Lossio-Ventura; Hakim Hacid; Mathieu Roche; Pascal Poncelet (SAC, 2016)

Dictionary-Based Sentiment Analysis Applied to a Specific Domain. - Laura Cruz; José Ochoa; Mathieu Roche; Pascal Poncelet (SIMBig (Revised Selected Papers), 2016)

Dictionary-based Sentiment Analysis Applied to Specific Domain using a Web Mining Approach. - Laura Cruz Quispe; José Eduardo Ochoa Luna; Mathieu Roche; Pascal Poncelet (SIMBig, 2016)

Découverte de nouvelles entités et relations spatiales à partir d'un corpus de SMS (Discovering of new Spatial Entities and Relations from SMS Within the context of the currently available data masses, many works related to the analysis of spatial information are based on the exploitation of textual data). - Sarah Zenasni; Maguelonne Teisseire; Mathieu Roche; Eric Kergosien (JEP-TALN-RECITAL (Posters), 2016)

Xart system: discovering and extracting correlated arguments of n-ary relations from text. - Soumia Lilia Berrahou; Patrice Buche; Juliette Dibie; Mathieu Roche (WIMS, 2016)

Identification of terms for detecting early signals of emerging infectious disease outbreaks on the web. - Elena Arsevska; Mathieu Roche; Pascal Hendrikx; David Chavernac; Sylvain Falala; Renaud Lancelot; Barbara Dufour (Comput. Electron. Agric., 2016)

Identification of Associations between Clinical Signs and Hosts to Monitor the Web for Detection of Animal Disease Outbreaks. - Elena Arsevska; Mathieu Roche; Pascal Hendrikx; David Chavernac; Sylvain Falala; Renaud Lancelot; Barbara Dufour (Int. J. Agric. Environ. Inf. Syst., 2016)

Biomedical term extraction: overview and a new methodology. - Juan Antonio Lossio-Ventura; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (Inf. Retr. J., 2016)

ECIR 2016 Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine '16). - Dino Ienco; Mathieu Roche; Salvatore Romeo; Paolo Rosso; Andrea Tagarelli (SIGIR Forum, 2016)

Découverte et extraction d'arguments de relations n-aires corrélés dans les textes. - Soumia Lilia Berrahou; Patrice Buche; Juliette Dibie; Mathieu Roche (Fouille de Données Complexes, 2016)

Node Overlap Removal for 1D Graph Layout. - Samiha Fadloun; Pascal Poncelet; Julien Rabatel; Mathieu Roche; Arnaud Sallaberry (IV, 2017)

PADI-web: An Event-Based Surveillance System for Detecting, Classifying and Processing Online News. - Sarah Valentin; Elena Arsevska; Alizé Mercier; Sylvain Falala; Julien Rabatel; Renaud Lancelot; Mathieu Roche (LCT, 2017)

Towards a Bio-inspired Approach to Match Heterogeneous Documents. - Nourelhouda Yahi; Hacene Belhadef; Mathieu Roche; Amer Draa (WEBIST, 2017)

Méthodologie pour identifier les terrains d'étude dans des corpus scientifiques. - Eric Kergosien; Marie-Noëlle Bessagnet; Maguelonne Teisseire; Joachim Schöpfel; Amin Farvardin; Stéphane Chaudiron; Bernard Jacquemin; Annig Le Parc-Lacayrelle; Mathieu Roche; Christian Sallaberry; Jean-Philippe Tonneau (Document Numérique, 2017)

Xart: Discovery of correlated arguments of n-ary relations in text. - Soumia Lilia Berrahou; Patrice Buche; Juliette Dibie; Mathieu Roche (Expert Syst. Appl., 2017)

Environmental and Geo-Spatial Data Analytics (EnGeoData'2018). - Maguelonne Teisseire; Mathieu Roche; Diana Inkpen (DSAA, 2018)

Matching Heterogeneous Textual Data Using Spatial Features. - Jacques Fize; Mathieu Roche; Maguelonne Teisseire (ICDM Workshops, 2018)

Readitopics: Make Your Topic Models Readable via Labeling and Browsing. - Julien Velcin; Antoine Gourru; Erwan Giry-Fouquet; Christophe Gravier; Mathieu Roche; Pascal Poncelet (IJCAI, 2018)

How to combine spatio-temporal and thematic features in online news for enhanced animal disease surveillance? - Sarah Valentin; Renaud Lancelot; Mathieu Roche (KES, 2018)

Automatic Identification of Research Fields in Scientific Papers. - Eric Kergosien; Amin Farvardin; Maguelonne Teisseire; Marie-Noëlle Bessagnet; Joachim Schöpfel; Stéphane Chaudiron; Bernard Jacquemin; Annig Lacayrelle; Mathieu Roche; Christian Sallaberry; Jean-Philippe Tonneau (LREC, 2018)

[Demo] Integration of Text- and Web-Mining Results in EpidVis. - Samiha Fadloun; Arnaud Sallaberry; Alizé Mercier; Elena Arsevska; Pascal Poncelet; Mathieu Roche (NLDB, 2018)

Gemedoc: A Text Similarity Annotation Platform. - Jacques Fize; Mathieu Roche; Maguelonne Teisseire (NLDB, 2018)

United We Stand: Using Multiple Strategies for Topic Labeling. - Antoine Gourru; Julien Velcin; Mathieu Roche; Christophe Gravier; Pascal Poncelet (NLDB, 2018)

EpidNews: An Epidemiological News Explorer for Monitoring Animal Diseases. - Rohan Goel; Samiha Fadloun; Sarah Valentin; Arnaud Sallaberry; Mathieu Roche; Pascal Poncelet (VINCI, 2018)

Methodology for identifying study sites in scientific corpus. - Eric Kergosien; Marie-Noëlle Bessagnet; Maguelonne Teisseire; Joachim Schöpfel; Mohammad Amin Farvardin; Stéphane Chaudiron; Bernard Jacquemin; Annig Lacayrelle; Mathieu Roche; Christian Sallaberry; Jean-Philippe Tonneau (CoRR, 2018)

Spatial Information Extraction from Short Messages. - Sarah Zenasni; Eric Kergosien; Mathieu Roche; Maguelonne Teisseire (Expert Syst. Appl., 2018)

Guest editorial: special issue on Environmental and Geospatial Data Analytics. - Diana Inkpen; Mathieu Roche; Maguelonne Teisseire (Int. J. Data Sci. Anal., 2018)

The role of location and social strength for friendship prediction in location-based social networks. - Jorge Carlos Valverde-Rebaza; Mathieu Roche; Pascal Poncelet; Alneu de Andrade Lopes (Inf. Process. Manag., 2018)

A novel framework for biomedical entity sense induction. - Juan Antonio Lossio-Ventura; Jiang Bian 001; Clément Jonquet; Mathieu Roche; Maguelonne Teisseire (J. Biomed. Informatics, 2018)

Désambiguïsation des entités spatiales par apprentissage actif. - Amal Chihaoui; Asma Bouhafs Hafsia; Mathieu Roche; Maguelonne Teisseire (Rev. Int. Géomatique, 2018)

EpidNews : un explorateur de données épidémiologiques pour la surveillance des maladies animales. - Alexis Delaforge; Rohan Goel; Samiha Fadloun; Sarah Valentin; Arnaud Sallaberry; Mathieu Roche; Pascal Poncelet (IC, 2019)

PADI-web: un système automatique multilingue pour la veille sanitaire internationale en santé animale. - Sarah Valentin; Mathieu Roche; Renaud Lancelot; Elena Arsevska; Alizé Mercier; Julien Rabatel; Sylvain Falala; Jocelyn De Goër (IC, 2019)

Mapping Heterogeneous Textual Data: A Multidimensional Approach Based on Spatiality and Theme. - Jacques Fize; Mathieu Roche; Maguelonne Teisseire (INSCI, 2019)

A survey of the applications of text mining for agriculture. - Brett Drury; Mathieu Roche (Comput. Electron. Agric., 2019)

How to define co-occurrence in different domains of study? - Mathieu Roche (CoRR, 2019)

Éditorial. - Maguelonne Teisseire; Mathieu Roche (Rev. Int. Géomatique, 2019)

Information retrieval for animal disease surveillance: a pattern-based approach. - Sarah Valentin; Renaud Lancelot; Mathieu Roche (LOUHI@EMNLP, 2020)

Automated Processing of Multilingual Online News for the Monitoring of Animal Infectious Diseases. - Sarah Valentin; Renaud Lancelot; Mathieu Roche (MultiligualBIO@LREC, 2020)

Linking Heterogeneous Data for Food Security Prediction. - Hugo Deléglise; Agnès Bégué; Roberto Interdonato; Elodie Maître d'Hôtel; Mathieu Roche; Maguelonne Teisseire (PKDD/ECML Workshops, 2020)

SciPuRe: a new Representation of textual data for entity identification from scientific publications. - Martin Lentschat; Patrice Buche; Juliette Dibie-Barthélemy; Mathieu Roche (WIMS, 2020)

Les Grandes Étapes vers l'éco-traitement des requêtes - Thinking Smart [Big Steps Towards Query Eco-Processing - Thinking Smart]. - Simon Pierre Dembele; Ladjel Bellatreche; Carlos Ordonez 001; Nabil Gmati; Mathieu Roche; Tri Nguyen-Huu; Laurent Debreu (ARIMA J., 2020)

PADI-web: A multilingual event-based surveillance system for monitoring animal infectious diseases. - Sarah Valentin; Elena Arsevska; Sylvain Falala; Jocelyn De Goër; Renaud Lancelot; Alizé Mercier; Julien Rabatel; Mathieu Roche (Comput. Electron. Agric., 2020)

Could spatial features help the matching of textual data? - Jacques Fize; Mathieu Roche; Maguelonne Teisseire (Intell. Data Anal., 2020)

How to define co-occurrence in a multidisciplinary context? - Mathieu Roche (Informatica (Slovenia), 2020)

EpidVis: A visual web querying tool for animal epidemiology surveillance. - Samiha Fadloun; Arnaud Sallaberry; Alizé Mercier; Elena Arsevska; Mathieu Roche; Pascal Poncelet (Inf. Vis., 2020)

Extracting multilayer networks from Sentinel-2 satellite image time series. - Roberto Interdonato; Raffaele Gaetano; Danny Lo Seen; Mathieu Roche; Giuseppe Scarpa (Netw. Sci., 2020)

EpidNews: Extracting, exploring and annotating news for monitoring animal diseases. - Rohan Goel; Sarah Valentin; Alexis Delaforge; Samiha Fadloun; Arnaud Sallaberry; Mathieu Roche; Pascal Poncelet (J. Comput. Lang., 2020)

H-TFIDF: What makes areas specific over time in the massive flow of tweets related to the covid pandemic? - Rémy Decoupes; Rodrique Kafando; Mathieu Roche; Maguelonne Teisseire (AGILE Conf., 2021)

Integrating Textual Data into Heterogeneous Data Ingestion Processing. - Mathieu Roche; Maguelonne Teisseire (IEEE BigData, 2021)

Combinaison de mesures lexicales et sémantiques pour l'extraction de données expérimentales dans des articles scientifiques. - Martin Lentschat; Patrice Buche; Juliette Dibie-Barthélemy; Mathieu Roche (EGC, 2021)

WEIR-P: An Information Extraction Pipeline for the Wastewater Domain. - Nanée Chahinian; Thierry Bonnabaud La Bruyère; Francesca Frontini; Carole Delenne; Marin Julien; Rachel Panckhurst; Mathieu Roche; Lucile Sautot; Laurent Deruelle; Maguelonne Teisseire (RCIS, 2021)

KEOPS: Knowledge ExtractOr Pipeline System. - Pierre Martin 001; Thierry Helmer; Julien Rabatel; Mathieu Roche (RCIS, 2021)

A Data-Driven Score Model to Assess Online News Articles in Event-Based Surveillance System. - Syed Mehtab Alam; Elena Arsevska; Mathieu Roche; Maguelonne Teisseire (SIMBig, 2021)

Annotation of epidemiological information in animal disease-related news articles: guidelines. - Sarah Valentin; Elena Arsevska; Aline Vilain; Valérie De Waele; Renaud Lancelot; Mathieu Roche (CoRR, 2021)

ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis. - Rodrique Kafando; Rémy Decoupes; Sarah Valentin; Lucile Sautot; Maguelonne Teisseire; Mathieu Roche (Health Inf. Sci. Syst., 2021)

Investigating the impact of preprocessing on document embedding: an empirical comparison. - Nourelhouda Yahi; Hacene Belhadef; Mathieu Roche (Int. J. Data Min. Model. Manag., 2021)

Hierarchical_TFIDF applied on covid-19 tweets. - Rémy Decoupes; Rodrique Kafando; Mathieu Roche; Maguelonne Teisseire (Zenodo, 2021)

GeoXTag: Relative Spatial Information Extraction and Tagging of Unstructured Text. - Syed Mehtab Alam; Elena Arsevska; Mathieu Roche; Maguelonne Teisseire (AGILE Conf., 2022)

Feature Selection for Sentiment Classification of COVID-19 Tweets: H-TFIDF Featuring BERT. - Syed Mehtab Alam; Elena Arsevska; Mathieu Roche; Maguelonne Teisseire (HEALTHINF, 2022)

Extraction et reconstitution de relation n-Aires issues d'articles scientifiques en domaine expérimental guidées par une Ressource Termino-Ontologique. - Martin Lentschat; Patrice Buche; Juliette Dibie; Mathieu Roche (EGC, 2022)

Explaining food security warning signals with YouTube transcriptions and local news articles. - Cheick Tidiane Ba; Chloé Choquet; Roberto Interdonato; Mathieu Roche (GoodIT, 2022)

Mining News Articles Dealing with Food Security. - Hugo Deléglise; Agnès Bégué; Roberto Interdonato; Elodie Maître d'Hôtel; Mathieu Roche; Maguelonne Teisseire (ISMIS, 2022)

Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification. - Edmond Odhiambo Menya; Mathieu Roche; Roberto Interdonato; Dickson Owuor (LREC, 2022)

Using Features Based on Elongation to Enhance Sentiment Analysis. - Abderrahim Rafae; Mohammed Erritali; Youness Madani; Mathieu Roche (SIMBig, 2022)

How Textual Datasets Enhance the PADI-Web Tool? - Mathieu Roche; Elena Arsevska; Sarah Valentin; Sylvain Falala; Julien Rabatel; Renaud Lancelot (WEBIST, 2022)

Food security prediction from heterogeneous data combining machine and deep learning methods. - Hugo Deléglise; Roberto Interdonato; Agnès Bégué; Elodie Maître d'Hôtel; Maguelonne Teisseire; Mathieu Roche (Expert Syst. Appl., 2022)

Towards combined semantic and lexical scores based on a new representation of textual data to extract experimental data from scientific publications. - Martin Lentschat; Patrice Buche; Juliette Dibie-Barthélemy; Mathieu Roche (Int. J. Intell. Inf. Database Syst., 2022)

A new method to extract n-Ary relation instances from scientific documents. - Martin Lentschat; Patrice Buche; Juliette Dibie-Barthélemy; Mathieu Roche (Expert Syst. Appl., 2022)

Unsupervised Key-Phrase Extraction from Long Texts with Multilingual Sentence Transformers. - Hélder Dias; Artur Guimarães; Bruno Martins 001; Mathieu Roche (DS, 2023)

Towards a (Semi-)Automatic Urban Planning Rule Identification in the French Language. - Maksim Koptelov; Margaux Holveck; Bruno Crémilleux; Justine Reynaud; Mathieu Roche; Maguelonne Teisseire (DSAA, 2023)

New approach to discover meaningful terms to specify cause of death from narratives verbal autopsy using TF-IDF and the LDA topic model. - Mansour Diouf; Mouhamadou Thiam; Mathieu Roche (EUROCON, 2023)

Epi_DCA : Adaptation et mise en oeuvre de la théorie du danger pour la veille épidémiologique. - Bahdja Boudoua; Mathieu Roche; Maguelonne Teisseire; Annelise Tran (EGC, 2023)

GeoNLPlify : Une augmentation spatiale de corpus liés aux crises pour des tâches de classification. - Rémy Decoupes; Mathieu Roche; Maguelonne Teisseire (EGC, 2023)

Extension et adaptation des modèles de langues pour la classification de corpus en santé animale. - Edmond Odhiambo Menya; Mathieu Roche; Roberto Interdonato; Dickson Owuor (EGC, 2023)

Could KeyWord Masking Strategy Improve Language Model? - Mariya Borovikova; Arnaud Ferré; Robert Bossy; Mathieu Roche; Claire Nédellec (NLDB, 2023)

An Evaluation Framework for Comparing Epidemic Intelligence Systems. - Nejat Arinik; Roberto Interdonato; Mathieu Roche; Maguelonne Teisseire (IEEE Access, 2023)

SNEToolkit: Spatial named entities disambiguation toolkit. - Rodrique Kafando; Rémy Decoupes; Mathieu Roche; Maguelonne Teisseire (SoftwareX, 2023)

PADI-web for Plant Health Surveillance. - Mathieu Roche; Julien Rabatel; Carlène Trevennec; Isabelle Pieretti (CAiSE Forum, 2024)

Evaluation of Geographical Distortions in Language Models. - Rémy Decoupes; Roberto Interdonato; Mathieu Roche; Maguelonne Teisseire; Sarah Valentin (DS (1), 2024)

Integrating textual data for enhanced explanation of food crises at subnational scale. - Sarah Valentin; Edmond Odhiambo Menya; Roberto Interdonato; Mathieu Roche; Dickson Owuor (DS (LB), 2024)

GeospaCy: A tool for extraction and geographical referencing of spatial expressions in textual data. - Syed Mehtab Alam; Elena Arsevska; Mathieu Roche; Maguelonne Teisseire (EACL (Demonstrations), 2024)

Normalisation automatique de variables issues de bases de données en agroécologie. - Oussama Mechhour; Sandrine Auzoux; Mathieu Roche (EGC, 2024)

Semantically-Informed Domain Adaptation for Named Entity Recognition. - Mariya Borovikova; Arnaud Ferré; Robert Bossy; Mathieu Roche; Claire Nédellec (ISMIS, 2024)

MUST-AI: Multisource Surveillance Tool - Avian Influenza. - Carlène Trevennec; Pierre Pompidor; Samira Bououda; Julien Rabatel; Mathieu Roche (KES, 2024)

EpidGPT: A Combined Strategy to Discriminate Between Redundant and New Information for Epidemiological Surveillance Systems. - Edmond Odhiambo Menya; Mathieu Roche; Roberto Interdonato; Dickson Owuor (NLDB (1), 2024)

Evaluation of Geographical Distortions in Language Models: A Crucial Step Towards Equitable Representations. - Rémy Decoupes; Roberto Interdonato; Mathieu Roche; Maguelonne Teisseire; Sarah Valentin (CoRR, 2024)

A lexicon obtained and validated by a data-driven approach for organic residues valorization in emerging and developing countries. - Christiane Rakotomalala; Jean-Marie Paillat; Frédéric Feder; Angel Avadí; Laurent Thuriès; Marie-Liesse Vermeire; Jean-Michel Médoc; Tom Wassenaar; Caroline Hottelart; Lilou Kieffer; Elisa Ndjie; Mathieu Picart; et al. (CoRR, 2024)

Agro-STAY : Collecte de données et analyse des informations en agriculture alternative issues de YouTube. - Laura Maxim; Julien Rabatel; Jean-Marc Douguet; Natalia Grabar; Roberto Interdonato; Sébastien Loustau; Mathieu Roche; Maguelonne Teisseire (CoRR, 2024)

Explainable epidemiological thematic features for event based disease surveillance. - Edmond Odhiambo Menya; Roberto Interdonato; Dickson Owuor; Mathieu Roche (Expert Syst. Appl., 2024)

GeoNLPlify: A spatial data augmentation enhancing text classification for crisis monitoring. - Rémy Decoupes; Mathieu Roche; Maguelonne Teisseire (Intell. Data Anal., 2024)

How can text mining improve the explainability of Food security situations? - Hugo Deléglise; Agnès Bégué; Roberto Interdonato; Elodie Maître d'Hôtel; Mathieu Roche; Maguelonne Teisseire (J. Intell. Inf. Syst., 2024)

Fusion of BERT embeddings and elongation-driven features. - Abderrahim Rafae; Mohammed Erritali; Mathieu Roche (Multim. Tools Appl., 2024)

Enjeux et opportunités de la fouille textes pour stimuler la recherche pluridisciplinaire. - Mathieu Roche (EGC, 2025)

EpiDCA: Adaptation and implementation of a danger theory algorithm for event-based epidemiological surveillance. - Bahdja Boudoua; Mathieu Roche; Maguelonne Teisseire; Annelise Tran (Comput. Electron. Agric., 2025)

Data Quality Assessment Approaches for Event-based Surveillance Systems. - Syed Mehtab Alam; Elena Arsevska; Mathieu Roche; Maguelonne Teisseire (Data Intell., 2025)

Automating updates for scoping reviews on the environmental drivers of human and animal diseases: a comparative analysis of AI methods. - Rémy Decoupes; Claudia Cataldo; Luca Busani; Mathieu Roche; Maguelonne Teisseire (Frontiers Artif. Intell., 2025)

(Semi-)automatic Extraction of Urban Planning Rules in French for Better Management of Land Artificialization. - Maksim Koptelov; Margaux Holveck; Bruno Crémilleux; Justine Reynaud; Mathieu Roche; Maguelonne Teisseire (SN Comput. Sci., 2025)