Mathieu Roche

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 105

Top Venues

Publications

Syed Mehtab Alam, Elena Arsevska, Mathieu Roche, Maguelonne Teisseire
GeospaCy: A tool for extraction and geographical referencing of spatial expressions in textual data. EACL (Demonstrations) (2024)
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, Jorel Tchamgoue, Alvin Tulle, Laurine Valade, Annie Boyer, Marie-Christine Duchamp, Mathieu Roche
A lexicon obtained and validated by a data-driven approach for organic residues valorization in emerging and developing countries. CoRR (2024)
Rémy Découpes, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire, Sarah Valentin
Evaluation of Geographical Distortions in Language Models: A Crucial Step Towards Equitable Representations. CoRR (2024)
Mathieu Roche, Julien Rabatel, Carlène Trevennec, Isabelle Pieretti
PADI-web for Plant Health Surveillance. CAiSE Forum (2024)
Edmond Odhiambo Menya, Roberto Interdonato, Dickson Owuor, Mathieu Roche
Explainable epidemiological thematic features for event based disease surveillance. Expert Syst. Appl. 250 (2024)
Rémy Découpes, Mathieu Roche, Maguelonne Teisseire
GeoNLPlify: A spatial data augmentation enhancing text classification for crisis monitoring. Intell. Data Anal. 28 (2) (2024)
Mariya Borovikova, Arnaud Ferré, Robert Bossy, Mathieu Roche, Claire Nédellec
Semantically-Informed Domain Adaptation for Named Entity Recognition. ISMIS (2024)
Mariya Borovikova, Arnaud Ferré, Robert Bossy, Mathieu Roche, Claire Nédellec
Could KeyWord Masking Strategy Improve Language Model? NLDB (2023)
Hélder Dias, Artur Guimarães, Bruno Martins, Mathieu Roche
Unsupervised Key-Phrase Extraction from Long Texts with Multilingual Sentence Transformers. DS (2023)
Mansour Diouf, Mouhamadou Thiam, Mathieu Roche
New approach to discover meaningful terms to specify cause of death from narratives verbal autopsy using TF-IDF and the LDA topic model. EUROCON (2023)
Nejat Arinik, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire
An evaluation framework for comparing epidemic intelligence systems. CoRR (2023)
Nejat Arinik, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire
An Evaluation Framework for Comparing Epidemic Intelligence Systems. IEEE Access 11 (2023)
Edmond Odhiambo Menya, Mathieu Roche, Roberto Interdonato, Dickson Owuor
Extension et adaptation des modèles de langues pour la classification de corpus en santé animale. EGC (2023)
Maksim Koptelov, Margaux Holveck, Bruno Crémilleux, Justine Reynaud, Mathieu Roche, Maguelonne Teisseire
Towards a (Semi-)Automatic Urban Planning Rule Identification in the French Language. DSAA (2023)
Rémy Découpes, Mathieu Roche, Maguelonne Teisseire
GeoNLPlify : Une augmentation spatiale de corpus liés aux crises pour des tâches de classification. EGC (2023)
Rodrique Kafando, Rémy Découpes, Mathieu Roche, Maguelonne Teisseire
SNEToolkit: Spatial named entities disambiguation toolkit. SoftwareX 23 (2023)
Bahdja Boudoua, Mathieu Roche, Maguelonne Teisseire, Annelise Tran
Epi_DCA : Adaptation et mise en oeuvre de la théorie du danger pour la veille épidémiologique. EGC (2023)
Hugo Deléglise, Roberto Interdonato, Agnès Bégué, Elodie Maître d'Hôtel, Maguelonne Teisseire, Mathieu Roche
Food security prediction from heterogeneous data combining machine and deep learning methods. Expert Syst. Appl. 190 (2022)
Syed Mehtab Alam, Elena Arsevska, Mathieu Roche, Maguelonne Teisseire
Feature Selection for Sentiment Classification of COVID-19 Tweets: H-TFIDF Featuring BERT. HEALTHINF (2022)
Martin Lentschat, Patrice Buche, Juliette Dibie-Barthélemy, Mathieu Roche
Towards combined semantic and lexical scores based on a new representation of textual data to extract experimental data from scientific publications. Int. J. Intell. Inf. Database Syst. 15 (1) (2022)
Edmond Odhiambo Menya, Mathieu Roche, Roberto Interdonato, Dickson Owuor
Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification. LREC (2022)
Martin Lentschat, Patrice Buche, Juliette Dibie, Mathieu Roche
Extraction et reconstitution de relation n-Aires issues d'articles scientifiques en domaine expérimental guidées par une Ressource Termino-Ontologique. EGC (2022)
Mathieu Roche, Elena Arsevska, Sarah Valentin, Sylvain Falala, Julien Rabatel, Renaud Lancelot
How Textual Datasets Enhance the PADI-Web Tool? WEBIST (2022)
Cheick Tidiane Ba, Chloé Choquet, Roberto Interdonato, Mathieu Roche
Explaining food security warning signals with YouTube transcriptions and local news articles. GoodIT (2022)
Hugo Deléglise, Agnès Bégué, Roberto Interdonato, Elodie Maître d'Hôtel, Mathieu Roche, Maguelonne Teisseire
Mining News Articles Dealing with Food Security. ISMIS (2022)
Abderrahim Rafae, Mohammed Erritali, Youness Madani, Mathieu Roche
Using Features Based on Elongation to Enhance Sentiment Analysis. SIMBig (2022)
Martin Lentschat, Patrice Buche, Juliette Dibie-Barthélemy, Mathieu Roche
A new method to extract n-Ary relation instances from scientific documents. Expert Syst. Appl. 209 (2022)
Martin Lentschat, Patrice Buche, Juliette Dibie-Barthélemy, Mathieu Roche
Combinaison de mesures lexicales et sémantiques pour l'extraction de données expérimentales dans des articles scientifiques. EGC (2021)
Sarah Valentin, Elena Arsevska, Aline Vilain, Valérie De Waele, Renaud Lancelot, Mathieu Roche
Annotation of epidemiological information in animal disease-related news articles: guidelines. CoRR (2021)
Pierre Martin, Thierry Helmer, Julien Rabatel, Mathieu Roche
KEOPS: Knowledge ExtractOr Pipeline System. RCIS (2021)
Syed Mehtab Alam, Elena Arsevska, Mathieu Roche, Maguelonne Teisseire
A Data-Driven Score Model to Assess Online News Articles in Event-Based Surveillance System. SIMBig (2021)
Rodrique Kafando, Rémy Découpes, Sarah Valentin, Lucile Sautot, Maguelonne Teisseire, Mathieu Roche
ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis. Health Inf. Sci. Syst. 9 (1) (2021)
Mathieu Roche, Maguelonne Teisseire
Integrating Textual Data into Heterogeneous Data Ingestion Processing. IEEE BigData (2021)
Nanée Chahinian, Thierry Bonnabaud La Bruyère, Francesca Frontini, Carole Delenne, Marin Julien, Rachel Panckhurst, Mathieu Roche, Lucile Sautot, Laurent Deruelle, Maguelonne Teisseire
WEIR-P: An Information Extraction Pipeline for the Wastewater Domain. RCIS (2021)
Nourelhouda Yahi, Hacene Belhadef, Mathieu Roche
Investigating the impact of preprocessing on document embedding: an empirical comparison. Int. J. Data Min. Model. Manag. 13 (4) (2021)
Simon Pierre Dembele, Ladjel Bellatreche, Carlos Ordonez, Nabil Gmati, Mathieu Roche, Tri Nguyen-Huu, Laurent Debreu
Big Steps Towards Query Eco-Processing - Thinking Smart. ARIMA J. 34 (2020)
Roberto Interdonato, Raffaele Gaetano, Danny Lo Seen, Mathieu Roche, Giuseppe Scarpa
Extracting multilayer networks from Sentinel-2 satellite image time series. Netw. Sci. 8 (S1) (2020)
Rohan Goel, Sarah Valentin, Alexis Delaforge, Samiha Fadloun, Arnaud Sallaberry, Mathieu Roche, Pascal Poncelet
EpidNews: Extracting, exploring and annotating news for monitoring animal diseases. J. Comput. Lang. 56 (2020)
Martin Lentschat, Patrice Buche, Juliette Dibie-Barthélemy, Mathieu Roche
SciPuRe: a new Representation of textual data for entity identification from scientific publications. WIMS (2020)
Jacques Fize, Mathieu Roche, Maguelonne Teisseire
Could spatial features help the matching of textual data? Intell. Data Anal. 24 (5) (2020)
Sarah Valentin, Renaud Lancelot, Mathieu Roche
Information retrieval for animal disease surveillance: a pattern-based approach. LOUHI@EMNLP (2020)
Sarah Valentin, Elena Arsevska, Sylvain Falala, Jocelyn De Goër, Renaud Lancelot, Alizé Mercier, Julien Rabatel, Mathieu Roche
PADI-web: A multilingual event-based surveillance system for monitoring animal infectious diseases. Comput. Electron. Agric. 169 (2020)
Mathieu Roche
How to define co-occurrence in a multidisciplinary context? Informatica (Slovenia) 44 (3) (2020)
Samiha Fadloun, Arnaud Sallaberry, Alizé Mercier, Elena Arsevska, Mathieu Roche, Pascal Poncelet
EpidVis: A visual web querying tool for animal epidemiology surveillance. Inf. Vis. 19 (1) (2020)
Hugo Deléglise, Agnès Bégué, Roberto Interdonato, Elodie Maître d'Hôtel, Mathieu Roche, Maguelonne Teisseire
Linking Heterogeneous Data for Food Security Prediction. PKDD/ECML Workshops (2020)
Sarah Valentin, Renaud Lancelot, Mathieu Roche
Automated Processing of Multilingual Online News for the Monitoring of Animal Infectious Diseases. MultiligualBIO@LREC (2020)
Alexis Delaforge, Rohan Goel, Samiha Fadloun, Sarah Valentin, Arnaud Sallaberry, Mathieu Roche, Pascal Poncelet
EpidNews : un explorateur de données épidémiologiques pour la surveillance des maladies animales. IC (2019)
Brett Drury, Mathieu Roche
A survey of the applications of text mining for agriculture. Comput. Electron. Agric. 163 (2019)
Sarah Valentin, Mathieu Roche, Renaud Lancelot, Elena Arsevska, Alizé Mercier, Julien Rabatel, Sylvain Falala, Jocelyn De Goër
PADI-web: un système automatique multilingue pour la veille sanitaire internationale en santé animale. IC (2019)
Maguelonne Teisseire, Mathieu Roche
Éditorial. Rev. Int. Géomatique 29 (1) (2019)
Mathieu Roche
How to define co-occurrence in different domains of study? CoRR (2019)
Jacques Fize, Mathieu Roche, Maguelonne Teisseire
Mapping Heterogeneous Textual Data: A Multidimensional Approach Based on Spatiality and Theme. INSCI (2019)
Jacques Fize, Mathieu Roche, Maguelonne Teisseire
Matching Heterogeneous Textual Data Using Spatial Features. ICDM Workshops (2018)
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
Methodology for identifying study sites in scientific corpus. CoRR (2018)
Jacques Fize, Mathieu Roche, Maguelonne Teisseire
Gemedoc: A Text Similarity Annotation Platform. NLDB (2018)
Samiha Fadloun, Arnaud Sallaberry, Alizé Mercier, Elena Arsevska, Pascal Poncelet, Mathieu Roche
[Demo] Integration of Text- and Web-Mining Results in EpidVis. NLDB (2018)
Antoine Gourru, Julien Velcin, Mathieu Roche, Christophe Gravier, Pascal Poncelet
United We Stand: Using Multiple Strategies for Topic Labeling. NLDB (2018)
Sarah Valentin, Renaud Lancelot, Mathieu Roche
How to combine spatio-temporal and thematic features in online news for enhanced animal disease surveillance? KES (2018)
Eric Kergosien, Amin Farvardin, Maguelonne Teisseire, Marie-Noëlle Bessagnet, Joachim Schöpfel, Stéphane Chaudiron, Bernard Jacquemin, Annig Lacayrelle, Mathieu Roche, Christian Sallaberry, Jean-Philippe Tonneau
Automatic Identification of Research Fields in Scientific Papers. LREC (2018)
Rohan Goel, Samiha Fadloun, Sarah Valentin, Arnaud Sallaberry, Mathieu Roche, Pascal Poncelet
EpidNews: An Epidemiological News Explorer for Monitoring Animal Diseases. VINCI (2018)
Eric Kergosien, Amin Farvardin, Maguelonne Teisseire, Marie-Noëlle Bessagnet, Joachim Schöpfel, Stéphane Chaudiron, Bernard Jacquemin, Annig Lacayrelle, Mathieu Roche, Christian Sallaberry, Jean-Philippe Tonneau
Automatic Identification of Research Fields in Scientific Papers. CoRR (2018)
Julien Velcin, Antoine Gourru, Erwan Giry-Fouquet, Christophe Gravier, Mathieu Roche, Pascal Poncelet
Readitopics: Make Your Topic Models Readable via Labeling and Browsing. IJCAI (2018)
Maguelonne Teisseire, Mathieu Roche, Diana Inkpen
Environmental and Geo-Spatial Data Analytics (EnGeoData'2018). DSAA (2018)
Diana Inkpen, Mathieu Roche, Maguelonne Teisseire
Guest editorial: special issue on Environmental and Geospatial Data Analytics. Int. J. Data Sci. Anal. 5 (2-3) (2018)
Juan Antonio Lossio-Ventura, Jiang Bian, Clément Jonquet, Mathieu Roche, Maguelonne Teisseire
A novel framework for biomedical entity sense induction. J. Biomed. Informatics 84 (2018)
Jorge Carlos Valverde-Rebaza, Mathieu Roche, Pascal Poncelet, Alneu de Andrade Lopes
The role of location and social strength for friendship prediction in location-based social networks. Inf. Process. Manag. 54 (4) (2018)
Sarah Zenasni, Eric Kergosien, Mathieu Roche, Maguelonne Teisseire
Spatial Information Extraction from Short Messages. Expert Syst. Appl. 95 (2018)
Amal Chihaoui, Asma Bouhafs Hafsia, Mathieu Roche, Maguelonne Teisseire
Désambiguïsation des entités spatiales par apprentissage actif. Rev. Int. Géomatique 28 (2) (2018)
Nourelhouda Yahi, Hacene Belhadef, Mathieu Roche, Amer Draa
Towards a Bio-inspired Approach to Match Heterogeneous Documents. WEBIST (2017)
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
Méthodologie pour identifier les terrains d'étude dans des corpus scientifiques. Document Numérique 20 (2-3) (2017)
Soumia Lilia Berrahou, Patrice Buche, Juliette Dibie, Mathieu Roche
Xart: Discovery of correlated arguments of n-ary relations in text. Expert Syst. Appl. 73 (2017)
Sarah Valentin, Elena Arsevska, Alizé Mercier, Sylvain Falala, Julien Rabatel, Renaud Lancelot, Mathieu Roche
PADI-web: An Event-Based Surveillance System for Detecting, Classifying and Processing Online News. LCT (2017)
Samiha Fadloun, Pascal Poncelet, Julien Rabatel, Mathieu Roche, Arnaud Sallaberry
Node Overlap Removal for 1D Graph Layout. IV (2017)
Juan Antonio Lossio-Ventura, Hakim Hacid, Mathieu Roche, Pascal Poncelet
Communication overload management through social interactions clustering. SAC (2016)
Julien Velcin, Mathieu Roche, Pascal Poncelet
Shallow Text Clustering Does Not Mean Weak Topics: How Topic Identification Can Leverage Bigram Features. DMNLP@PKDD/ECML (2016)
Laura Cruz, José Ochoa, Mathieu Roche, Pascal Poncelet
Dictionary-Based Sentiment Analysis Applied to a Specific Domain. SIMBig (Revised Selected Papers) (2016)
Sarah Zenasni, Eric Kergosien, Mathieu Roche, Maguelonne Teisseire
Extracting new spatial entities and relations from short messages. MEDES (2016)
Juan Antonio Lossio-Ventura, Mathieu Roche, Clément Jonquet, Maguelonne Teisseire
A Way to Automatically Enrich Biomedical Ontologies. EDBT (2016)
Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality. ECIR (2016)
Jorge Carlos Valverde-Rebaza, Mathieu Roche, Pascal Poncelet, Alneu de Andrade Lopes
Exploiting social and mobility patterns for friendship prediction in location-based social networks. ICPR (2016)
Soumia Lilia Berrahou, Patrice Buche, Juliette Dibie, Mathieu Roche
Xart system: discovering and extracting correlated arguments of n-ary relations from text. WIMS (2016)
Sylvain Falala, Jocelyn De Goër, Elena Arsevska, Mathieu Roche, Julien Rabatel, David Chavernac, Pascal Hendrikx, Thierry Lefrancois, Barbara Dufour, Renaud Lancelot
Système de collecte de données Web pour analyser l'émergence et la propagation de maladies animales. IC (2016)
Laura Cruz Quispe, José Eduardo Ochoa Luna, Mathieu Roche, Pascal Poncelet
Dictionary-based Sentiment Analysis Applied to Specific Domain using a Web Mining Approach. SIMBig (2016)
Wejdene Khiari, Mathieu Roche, Asma Bouhafs Hafsia
Integration of Lexical and Semantic Knowledge for Sentiment Analysis in SMS. LREC (2016)
Juan Antonio Lossio-Ventura, Clément Jonquet, Mathieu Roche, Maguelonne Teisseire
Biomedical term extraction: overview and a new methodology. Inf. Retr. J. 19 (1-2) (2016)
Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
ECIR 2016 Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine '16). SIGIR Forum 50 (2) (2016)
Juan Antonio Lossio-Ventura, Clément Jonquet, Mathieu Roche, Maguelonne Teisseire
Automatic Biomedical Term Polysemy Detection. LREC (2016)
Sarah Zenasni, Maguelonne Teisseire, Mathieu Roche, Eric Kergosien
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). JEP-TALN-RECITAL (Posters) (2016)
Wejdene Khiari, Mathieu Roche, Asma Bouhafs Hafsia
Intégration de connaissances lexicales et sémantiques pour l'analyse de sentiments dans les SMS. EGC (2016)
Elena Arsevska, Mathieu Roche, Pascal Hendrikx, David Chavernac, Sylvain Falala, Renaud Lancelot, Barbara Dufour
Identification of Associations between Clinical Signs and Hosts to Monitor the Web for Detection of Animal Disease Outbreaks. Int. J. Agric. Environ. Inf. Syst. 7 (3) (2016)
Elena Arsevska, Mathieu Roche, Pascal Hendrikx, David Chavernac, Sylvain Falala, Renaud Lancelot, Barbara Dufour
Identification of terms for detecting early signals of emerging infectious disease outbreaks on the web. Comput. Electron. Agric. 123 (2016)
Elena Arsevska, Mathieu Roche, Sylvain Falala, Renaud Lancelot, David Chavernac, Pascal Hendrikx, Barbara Dufour
Monitoring Disease Outbreak Events on the Web Using Text-mining Approach and Domain Expert Knowledge. LREC (2016)
Mathieu Roche
How to Deal with Heterogeneous Data? SIMBig (2015)
Sarah Zenasni, Eric Kergosien, Mathieu Roche, Maguelonne Teisseire
Discovering Types of Spatial Relations with a Text Mining Approach. ISMIS (2015)
Soumia Lilia Berrahou, Patrice Buche, Juliette Dibie-Barthélemy, Mathieu Roche
Identification des unités de mesure dans les textes scientifiques. TALN (2015)
Florence Ying Wang, Arnaud Sallaberry, Karsten Klein, Masahiro Takatsuka, Mathieu Roche
SentiCompass: Interactive visualization for exploring and comparing the sentiments of time-varying twitter data. PacificVis (2015)
Juan Antonio Lossio-Ventura, Clément Jonquet, Mathieu Roche, Maguelonne Teisseire
Prédiction de la polysémie pour un terme biomédical. CORIA (2015)
Hassan Saneifar, Stéphane Bonniol, Pascal Poncelet, Mathieu Roche
Recognition of logical units in log files. Intell. Data Anal. 19 (2) (2015)
Hassan Saneifar, Stéphane Bonniol, Pascal Poncelet, Mathieu Roche
From Terminology Extraction to Terminology Validation: An Approach Adapted to Log Files. J. Univers. Comput. Sci. 21 (4) (2015)
Flavien Bouillot, Pascal Poncelet, Mathieu Roche
Mesurer la proximité entre corpus par de nouveaux méta-descripteurs. CORIA (2015)

Mathieu Roche.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mathieu Roche