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Digital agriculture and text mining. Roche Mathieu. 2024. Montpellier : CIRAD, 1 diaporama (56 vues)

EpidGPT: A combined strategy to discriminate between redundant and new information for epidemiological surveillance systems. Menya Edmond, Roche Mathieu, Interdonato Roberto, Owuor Dickson. 2024. In : Natural language processing and information systems: 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25–27, 2024, Proceedings, Part I. Rapp Amon (ed.), Di Caro Luigi (ed.), Meziane Farid (ed.), Sugumaran Vijayan (ed.). Cham : Springer, 439-454. (Lecture Notes in Computer Science, 14762) ISBN 978-3-031-70238-9 Natural Language Processing and Information Systems (NLDB 2024), Turin, Italie, 25 Juin 2024/27 Juin 2024.

Event-based surveillance: PADI-web for plant health surveillance. Roche Mathieu. 2024. . ANSES, EFSA. Maisons-Alfort : ANSES-EFSA, 3 p. International Workshop on Horizon Scanning for Plant Health. 1, Maisons-Alfort, France, 9 Avril 2024/10 Avril 2024.

Explainable epidemiological thematic features for event based disease surveillance. Menya Edmond, Interdonato Roberto, Owuor Dickson, Roche Mathieu. 2024. Expert Systems with Applications, 250:123894, 21 p.

Fonctions des néologismes formels en français dans le contexte multilingue et multiethnique du Burkina Faso. Zoumbara Célestin, Martin Pierre. 2024. Publifarum, 40 (2) : 40-63.

Fouille de textes et Intelligence Artificielle pour l'agriculture numérique. Roche Mathieu. 2024. . Institut Agro Montpellier, INRAE, CIRAD, AgroParisTech, Agreenium. Montpellier : Institut Agro Montpellier, Résumé, 1 p. Séminaire de l'Ecole Internationale de Recherche d'Agreenium (EIR-A 2024). 13, Montpellier, France, 3 Juin 2024/7 Juin 2024.

GeospaCy: A tool for extraction and geographical referencing of spatial expressions in textual data. Syed Mehtab alam, Arsevska Elena, Roche Mathieu, Teisseire Maguelonne. 2024. In : Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System demonstrations. EACL. Kerrville : Association for Computational Linguistics, 115-122. ISBN 979-8-89176-091-2 Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024). 18, Saint Julian, Malte, 17 Mars 2024/22 Mars 2024.

PADI-web for Plant Health Surveillance. Roche Mathieu, Rabatel Julien, Trevennec Carlène, Pieretti Isabelle. 2024. In : Intelligent information systems: CAiSE Forum 2024, Limassol, Cyprus, June 3–7, 2024, Proceedings. Islam Shareeful (ed.), Sturn Arnon (ed.). Cham : Springer, 148-156. (Lecture Notes in Business Information Processing, 520) ISBN 978-3-031-60999-2 International Conference on Advanced Information Systems Engineering, Limassol, Chypre, 3 Juin 2024/7 Juin 2024.

Animal disease surveillance: How to represent textual data for classifying epidemiological information. Valentin Sarah, Decoupes Rémy, Lancelot Renaud, Roche Mathieu. 2023. Preventive Veterinary Medicine, 216:105932, 9 p.

Definition and integration of new insights for improving disease surveillance systems. Syed Mehtab Alam. 2023. Montpellier : Université de Montpellier, 131 p. Thèse de doctorat : Informatique : Université de Montpellier

Epidemic intelligence: Mining Media Data - PADI-web for One Health surveillance. Cours en ligne. Roche Mathieu. 2023. Montpellier : CIRAD, 5 diaporamas (96 vues)

Event-based surveillance: PADI-web use cases. Roche Mathieu, Arsevska Elena, Boudua Bahdja, Villaudy Sylvain. 2023. Montpellier : CIRAD, 1 diaporama (57 vues)

Event-based sytems: PADI-web 3.0. Roche Mathieu. 2023. . Montpellier : CIRAD, Résumé, 1 p. Webinaire Réseau SEGA - One Health, 21 Juin 2023/21 Juin 2023.

Experimental variables in sugarcane intercropping in Reunion Island for data matching. Auzoux Sandrine, Ngaba Billy, Christina Mathias, Heuclin Benjamin, Roche Mathieu. 2023. Data in Brief, 46:108869, 6 p.

Fusion of spatiotemporal and thematic features of textual data for animal disease surveillance. Valentin Sarah, Lancelot Renaud, Roche Mathieu. 2023. Information Processing in Agriculture, 10 (3) : 347-360.

How can text mining improve the explainability of food security situations? Deleglise Hugo, Bégué Agnès, Interdonato Roberto, Maître d'Hôtel Elodie, Roche Mathieu, Teisseire Maguelonne. 2023. Journal of Intelligent Information Systems, 24 p.

How text-mining could improve surveillance systems? Roche Mathieu. 2023. . Data4Earth Laboratory, Faculty of Sciences and Technics Beni Mellal, University Sultan Moulay Slimane. Beni Mellal : Data4Earth Laboratory, Résumé, 1 p. International Conference on Artificial Intelligence and Green Computing (ICAIGC 2023), Beni Mellal, Maroc, 15 Mars 2023/17 Mars 2023.

MOOD Practical Session: PADI-web. Cours en ligne. Roche Mathieu, Boudua Bahdja, Arsevska Elena. 2023. Montpellier : CIRAD, 3 vol. (13 vues, 61 vues, 6 p.)

New approach to discover meaningful terms to specify cause of death from narratives verbal autopsy using TF-IDF and the LDA topic model. Diouf Mansour, Thiam Mohammadou, Roche Mathieu. 2023. In : IEEE EUROCON 2023 - 20th International Conference on Smart Technologies. IEEE. New York : IEEE ISBN 978-1-6654-6397-3 International Conference on Smart Technologies (IEEE EUROCON 2023). 20, Torino, Italie, 6 Juillet 2023/8 Juillet 2023.

Normalisation automatique des variables issues de bases de données en agroécologie. Mechhour Oussama. 2023. Villetaneuse : Université Sorbonne-Paris-Nord, 53 p. Mémoire de master 2 : Informatique : Université Sorbonne-Paris-Nord ; Université Sidi Mohamed Ben Abdelah

SNEToolkit: Spatial named entities disambiguation toolkit. Kafando Rodrique, Decoupes Rémy, Roche Mathieu, Teisseire Maguelonne. 2023. SoftwareX, 23:101480, 11 p.

Text and Data Mining. Roche Mathieu. 2023. Montpellier : CIRAD, 1 p.

Unsupervised key-phrase extraction from Long texts with multilingual sentence transformers. Dias Hélder, Guimarães Artur, Martins Bruno, Roche Mathieu. 2023. In : Discovery science: 26th International Conference, DS 2023 Porto, Portugal, October 9–11, 2023 Proceedings. Bifet Albert (ed.), Lorena Ana Carolina (ed.), Ribeiro Rita P. (ed.), Gama João (ed.), Abreu Pedro H. (ed.). Cham : Springer, 141-155. (Lecture Notes in Computer Science, 14276) ISBN 978-3-031-45274-1 International Conference on Discovery Science (DS 2023). 26, Porto, Portugal, 9 Octobre 2023/11 Octobre 2023.

Using features based on elongation to enhance sentiment analysis. Rafae Abderrahim, Erritali Mohammed, Madani Youness, Roche Mathieu. 2023. In : Information management and big data. Lossio-Ventura Juan Antonio (ed.), Valverde-Rebaza Jorge (ed.), Díaz Eduardo (ed.) , Alatrista-Salas Hugo (ed.). Cham : Springer, 70-81. (Communications in Computer and Information Science, 1837) ISBN 978-3-031-35444-1 Annual International Conference on Information Management and Big Dat (SIMBig 2022). 9, Lima, Pérou, 16 Novembre 2022/18 Novembre 2022.

An annotated dataset for event-based surveillance of antimicrobial resistance. Arinik Nejat, Van Bortel Wim, Boudoua Bahdja, Busani Luca, Decoupes Rémy, Interdonato Roberto, Kafando Rodrique, Van Kleef Esther, Roche Mathieu, Syed Mehtab Alam, Teisseire Maguelonne. 2023. Data in Brief, 46:108870, 8 p.

A manually annotated corpus in French for the study of urbanization and the natural risk prevention. Koptelov Maksim, Holveck Margaux, Crémilleux Bruno, Reynaud Justine, Roche Mathieu, Teisseire Maguelonne. 2023. Scientific Data, 10:818, 14 p.

Appréhender les dynamiques spatiales et thématiques aà travers la fouille de textes. Roche Mathieu. 2022. In : Actes de l'atelier Textmine - EGC'2022. Cuxac Pascal (ed.), Lemaire Vincent (ed.), Lopez Cédric (ed.). Lannion : s.n., Résumé, p. 41. Atelier "Fouille de Textes - Text Mine" - EGC'2022, Blois, France, 25 Janvier 2022/25 Janvier 2022.

Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification. Menya Edmond, Roche Mathieu, Interdonato Roberto, Owuor Dickson. 2022. In : Proceedings of the 13th Language Resources and Evaluation Conference. Calzolari N. (ed.), Béchet F. (ed.), Blache P. (ed.), Choukri K. (ed.), Cieri C. (ed.), Declerck T. (ed.), Goggi S. (ed.), Isahara H. (ed.), Maegaard B. (ed.), Mariani j. (ed.), Mazo H. (ed.), Odijk J. (ed.), Piperidis .(ed.). ELRA. Marseille : European Language Resources Association, 3741-3750. Language Resources and Evaluation Conference (LREC 2022). 13, Marseille, France, 20 Juin 2022/25 Juin 2022.

Explaining food security warning signals with YouTube transcriptions and local news articles. Ba Cheikh Tidiane, Choquet Chloé, Interdonato Roberto, Roche Mathieu. 2022. In : Proceedings of the 2022 ACM Conference on Information Technology for Social Good. University of Cyprus, ACM. New York : ACM, 315-322. ISBN 978-1-4503-9284-6 ACM International Conference on Information Technology for Social Good (GoodIT 2022), Limassol, Chypre, 7 Septembre 2022/9 Septembre 2022.

Feature selection for sentiment classification of COVID-19 tweets: H-TFIDF featuring BERT. Syed Mehtab Alam, Arsevska Elena, Roche Mathieu, Teisseire Maguelonne. 2022. In : Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2022, Volume 5: HEALTHINF. Bier Nathalie (ed.), Fred Ana L. N. (ed.), Gamboa Hugo (ed.). Setúbal : Scitepress, 648-656. ISBN 978-989-758-552-4 International Joint Conference on Biomedical Engineering Systems and Technologies. 15, s.l., 9 Février 2022/11 Février 2022.

Fonctions des néologismes formels en français dans le contexte multilingue et multiethnique du Burkina Faso. Zoumbara Célestin, Martin Pierre. 2022. In : CINEO 2022 - riassunti. Università di Genova. Gênes : Università di Genov, Résumé, 1 p. Congresso Internazionale di neologia in lingue romanze (CINEO 2022). 5, Gênes, Italie, 1 Septembre 2022/3 Septembre 2022.

How text-mining could improve epidemiological surveillance? Roche Mathieu. 2022. In : Identify signs and drivers of zoonotic diseases emergence and digital data resources for Epidemic Intelligence: Book of abstracts. Rizzoli Annapaola (ed.), Marin Floriana (ed.), Rosà. San Michele all'Adige : Fondazione Edmund Mach, Résumé, 33-34. ISBN 978-88-7843-058-7 MOOD workshop: Identify Signs and Drivers of Zoonotic Diseases Emergence and Digital Data Resources for Epidemic Intelligence, Trento, Italie, 28 Septembre 2022/29 Septembre 2022.

LEAP4FNSSA lexicon: Towards a new dataset of keywords dealing with food security. Roche Mathieu, Lindsten Agneta, Lundén Tomas, Helmer Thierry. 2022. Data in Brief, 45:108680, 6 p.

Labeled entities from social media data related to avian influenza disease. Schaeffer Camille, Interdonato Roberto, Lancelot Renaud, Roche Mathieu, Teisseire Maguelonne. 2022. Data in Brief, 43:108317, 7 p.

Mining news articles dealing with food security. Deleglise Hugo, Bégué Agnès, Interdonato Roberto, Maître d'Hôtel Elodie, Roche Mathieu, Teisseire Maguelonne. 2022. In : Foundations of intelligent systems: 26th International Symposium, ISMIS 2022, Cosenza, Italy, October 3–5, 2022, Proceedings. Ceci Michelangelo (ed.), Flesca Sergio (ed.), Masciari Elio (ed.), Manco Giuseppe (ed.), Ras, Zbigniew W. (ed.). Cham : Springer, 63-73. (Lecture Notes in Computer Science, 13515) ISBN 978-3-031-16563-4 International International Symposium on Methodologies for Intelligent Systems (ISMIS 2022), Cosenza, Italie, 3 Octobre 2022/5 Octobre 2022.

Partial n-Ary relation instances on food packaging composition and permeability extracted from scientific publication tables. Lentschat Martin, Buche Patrice, Menut Luc, Guari Romane, Roche Mathieu. 2022. Data in Brief, 41:108000, 9 p.

Social network data and epidemiological intelligence: A case study of avian influenza. Schaeffer Camille, Interdonato Roberto, Lancelot Renaud, Roche Mathieu, Teisseire Maguelonne. 2022. International Journal of Infectious Diseases, 116, suppl., p. S99 International Meeting on Emerging Diseases and Surveillance (IMED 2021), s.l., 4 Novembre 2021/6 Novembre 2021.

Spatial opinion mining from COVID-19 twitter data. Syed Mehtab Alam, Decoupes Rémy, Arsevska Elena, Roche Mathieu, Teisseire Maguelonne. 2022. International Journal of Infectious Diseases, 116, suppl. : 527. International Meeting on Emerging Diseases and Surveillance (IMED 2021), s.l., 4 Novembre 2021/6 Novembre 2021.

Text and Data Mining. Roche Mathieu. 2022. Montpellier : CIRAD-ES-UMR TETIS, 1 diaporama (102 vues)

Towards combined semantic and lexical scores based on a new representation of textual data to extract experimental data from scientific publications. Lentschat Martin, Buche Patrice, Dibie-Barthélemy Juliette, Roche Mathieu. 2022. International Journal of Intelligent Information and Database Systems, 15 (1), n.spéc. WIMS 2020 Web Intelligence : 78-103.

A data-driven score model to assess online news articles in event-based surveillance system. Syed Mehtab Alam, Arsevska Elena, Roche Mathieu, Teisseire Maguelonne. 2022. In : Information management and big data. Communications in Computer and Information Science book series (CCIS, volume 1577), Springer. Lossio-Ventura Juan Antonio (ed.), Valverde-Rebaza Jorge (ed.), Díaz Eduardo (ed.), Muñante Denisse (ed.), Gavidia-Calderon Carlos (ed.), Demétrius Baria Valejo Alan (ed.), Alatrista-Salas Hugo (ed.). Cham : Springer, 264-280. (Communication in Computer and Information Science (CCIS), 1577) ISBN 978-3-031-04446-5 Annual International Conference on Information Management and Big Data (SIMBig 2021). 8, 1 Décembre 2021/3 Décembre 2021.

Annotation of epidemiological information in animal disease-related news articles: guidelines. Valentin Sarah, Arsevska Elena, Vilain Aline, De Waele Valérie, Lancelot Renaud, Roche Mathieu. 2021. Montpellier : CIRAD, 8 p.

Classification and animal disease surveillance systems. Roche Mathieu. 2021. In : Extraction of medical terms from non-structured (textual) data from online news and social media. s.l. : SVEPM, Résumé, 1 p. SVEPM 2021 - Workshop 5, s.l., 24 Mars 2021/24 Mars 2021.

Digital agriculture and Data science. Roche Mathieu. 2021. In : Digital Science and Technologie Network (DSTN) - Thematic Workshop: e-Agriculture. CEAMITIC. s.l. : CEAMITIC, p. 2. Digital Science and Technologie Network (DSTN) - Thematic Workshop: e-Agriculture, Sénégal, 17 Mars 2021/17 Mars 2021.

Food packaging permeability and composition dataset dedicated to text-mining. Lentschat Martin, Buche Patrice, Dibie-Barthélemy Juliette, Menut Luc, Roche Mathieu. 2021. Data in Brief, 36:107135, 6 p.

H-TFIDF: What makes areas specific over time in the massive flow of tweets related to the covid pandemic? Decoupes Rémy, Kafando Rodrique, Roche Mathieu, Teisseire Maguelonne. 2021. In : Proceedings of the 24th AGILE Conference on Geographic Information Science, 2021 - Volume 2. Partsinevelos Panagiotis (ed.) , Kyriakidis Phaedon (ed.), Kavouras Marinos (ed.). Technical University of Crete, AGILE. Göttingen : Copernicus Publications, 1-8. (AGILE: GIScience Series, 2) AGILE Conference on Geographic Information Science (AGILE 2021). 24, s.l., 8 Juin 2021/11 Juin 2021.

Identifying associations between epidemiological entities in news data for animal disease surveillance. Valentin Sarah, Lancelot Renaud, Roche Mathieu. 2021. Artificial Intelligence in Agriculture, 5 : 163-174.

Integrating textual data into heterogeneous data ingestion processing. Roche Mathieu, Teisseire Maguelonne. 2021. In : 2021 IEEE International Conference on Big Data. IEEE. Orlando : IEEE Computer Society, 6008-6010. ISBN 978-1-6654-3902-2 2021 IEEE International Conference on Big Data (IEEE BigData 2021), Orlando, États-Unis, 15 Décembre 2021/18 Décembre 2021.

Investigating the impact of preprocessing on document embedding: an empirical comparison. Yahi Nourelhouda, Belhadef Hacene, Roche Mathieu. 2021. International Journal of Data Mining, Modelling and Management, 13 (4) : 351-363.

KEOPS: Knowledge ExtractOr Pipeline System. Martin Pierre, Helmer Thierry, Rabatel Julien, Roche Mathieu. 2021. In : Research challenges in information science: 15th International Conference, RCIS 2021 Limassol, Cyprus, May 11–14, 2021 Proceedings. Cherfi Samira (ed.), Perini Anna (ed.), Nurcan Slemin (ed.). Cham : Springer, 561-567. (Lecture Notes in Business Information Processing, 415) ISBN 978-3-030-75017-6 International Conference on Research Challenges in Information Science (RCIS 2021). 15, Limassol, Chypre, 11 Mai 2021/14 Mai 2021.

Mining online and social media to analyse epidemic periods. Roche Mathieu. 2021. In : IMED - International Congress on Infectious Diseases. ISID (International society of infection diseases). s.l. : ISID, 1 p. IMED - International Meeting on Emerging Diseases and Surveillance. 8, s.l., 4 Novembre 2021/6 Novembre 2021.

Monitoring online media reports for early detection of unknown diseases: Insight from a retrospective study of COVID-19 emergence. Valentin Sarah, Mercier Alizé, Lancelot Renaud, Roche Mathieu, Arsevska Elena. 2021. Transboundary and Emerging Diseases, 68 (3) : 981-986.

Social network data and epidemiological intelligence: A case study of avian influenza. Schaeffer Camille, Interdonato Roberto, Lancelot Renaud, Roche Mathieu, Teisseire Maguelonne. 2021. . International Society for Infectious Diseases. Brookline : International Society for Infectious Dieases, 1 p International Meeting on Emerging Diseases and Surveillance (IMED 2021). 8, s.l., 4 Novembre 2021/6 Novembre 2021.

Text and Data Mining - Application in agriculture domain. Roche Mathieu. 2021. Montpellier : CIRAD-ES-UMR TETIS, 1 diaporama (95 vues)

Text and data mining. Roche Mathieu. 2021. Montpellier : CIRAD-ES-UMR TETIS, 3 diaporamas (63 vues)

Text mining on COVID19 datasets. Terminology extraction. Roche Mathieu. 2021. In : MOOD Science Webinar. MOOD. s.l. : MOOD, Résumé, 1 p. MOOD Science Webinar, France, 28 Avril 2021/28 Avril 2021.

WEIR-P: An information extraction pipeline for the wastewater domain. Chahinian Nanée, Bonnabaud La Bruyère Thierry, Frontini Francesca, Delenne Carole, Julien Marin, Panckhurst Rachel, Roche Mathieu, Sautot Lucile, Deruelle Laurent, Teisseire Maguelonne. 2021. In : Research challenges in information science: 15th International Conference, RCIS 2021 Limassol, Cyprus, May 11–14, 2021 Proceedings. Cherfi Samira (ed.), Perini Anna (ed.), Nurcan Slemin (ed.). Cham : Springer, 171-188. (Lecture Notes in Business Information Processing, 415) ISBN 978-3-030-75017-6 International Conference on Research Challenges in Information Science (RCIS 2021). 15, Limassol, Chypre, 11 Mai 2021/14 Mai 2021.

Automated processing of multilingual online news for the monitoring of animal infectious diseases. Valentin Sarah, Lancelot Renaud, Roche Mathieu. 2020. In : Proceedings of the LREC 2020 Workshop on Multilingual Biomedical Text Processing (MultiligualBIO 2020). Maite Melero (ed.). European Language Resources Association (ELRA). Paris : ELRA, 33-36. ISBN 979-10-95546-65-8 MultilingualBIO 2020, Marseille, France, 11 Mai 2020/16 Mai 2020.

COVID-19 and Media datasets: Period- and location-specific textual data mining. Roche Mathieu. 2020. Data in Brief, 33:106356, 5 p.

Could spatial features help the matching of textual data? Fize Jacques, Roche Mathieu, Teisseire Maguelonne. 2020. Intelligent Data Analysis, 24 (5) : 1043-1064.

Extraction and combination of epidemiological information from informal sources for animal infectious diseases surveillance. Valentin Sarah. 2020. Montpellier : Université de Montpellier, 2017 p. Thèse de doctorat : Informatique : Université de Montpellier

A French text-message corpus: 88milSMS. Synthesis and usage. Panckhurst Rachel, Lopez Cédric, Roche Mathieu. 2020. Corpus, 20, 23 p.

How to define Co-occurrence in a multidisciplinary context? Roche Mathieu. 2020. Informatica, 44 : 387-393.

Information retrieval for animal disease surveillance: a pattern-based approach. Valentin Sarah, Lancelot Renaud, Roche Mathieu. 2020. In : Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis. Holderness Eben (ed.), Yepes Antonio Jimeno (ed.), Lavelli Alberto (ed.), Lavelli Anne-Lyse (ed.), Pustejovsky James (ed.), Rinaldi Fabio (ed). Stroudsburg : Association for Computational Linguistics, 70-78. (LOUHI, 2020) ISBN 978-1-952148-81-1 International Workshop on Health Text Mining and Information Analysis, 16 Novembre 2020/20 Novembre 2020.

KEOPS - Knowledge ExtractOr Pipeline System. Helmer Thierry, Martin Pierre, Roche Mathieu. 2020. Montpellier : CIRAD, 4 p.

SciPuRe: a new Representation of textual data for entity identification from scientific publications. Lentschat Martin, Dibie-Barthélemy Juliette, Buche Patrice, Roche Mathieu. 2020. In : WIMIS 2020: 10th International Conference on Web Intelligence, Mining and Semantics (WIMS 20). ACM, SIGAPP.fr, Université de Pau et des Pays de l'Adour, IUT Bayonne Pays Basque. New York : ACM, 220-226. International Conference on Wev Intelligence, Mining and Semant (WIMS 20). 10, Biarritz, France, 30 Juin 2020/3 Juillet 2020.

PADI-web: un système automatique multilingue pour la veille sanitaire internationale en santé animale. Valentin Sarah, Rabatel Julien, Arsevska Elena, Falala Sylvain, De Goër Jocelyn, Mercier Alize, Lancelot Renaud, Roche Mathieu. 2019. In : Journées francophones d'ingénierie des connaissances IC PFIA 2019. AFIA. Toulouse : AFIA, 235-239. Journées francophones d'Ingénierie des Connaissances (IC 2019). 30, Toulouse, France, 2 Juillet 2019/4 Juillet 2019.