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42

Academic Expert in Data Science (NLP)


²  Assistant Professor in Data Science , at
 
Beijing Normal University – Hong Kong Baptist University UIC United International College (Zhuhai, China) ( https://uic.edu.cn/en/ )
 
Data Science group – Division of Science and Technology (DST)
 
August 2019 – August 2021
 
 
 
²  Senior Research Fellow in applied computer science , at
 
INRAE (LISIS lab) – Université Gustave Eiffel, Paris Area (https://www.inrae.fr/en  ;  https://www.univ-gustave-eiffel.fr/en/)
 
Text & Knowledge Analytics group
 
January 2011- July 2019
 
 
 
²  Senior Research Fellow in applied computer science , at
 
INRAE (MIG lab) , Paris Area (https://www.inrae.fr/en)
 
Text & Knowledge Analytics group
 
September 2001-December 2010
 


Journal articles13 documents

  • Nicolas Turenne. The rumour spectrum. PLoS ONE, Public Library of Science, 2018, 13 (1), pp.e0189080.1-27. ⟨10.1371/journal.pone.0189080⟩. ⟨hal-01691934⟩
  • Liana Ermakova, Frédérique Bordignon, Nicolas Turenne, Marianne Noel. Is the Abstract a Mere Teaser? Evaluating Generosity of Article Abstracts in the Environmental Sciences. Frontiers in Research Metrics and Analytics, Frontiers Media, 2018, 3, pp.16 - 16. ⟨10.3389/frma.2018.00016⟩. ⟨hal-01792860⟩
  • Xavier Reboud, Alain Carpentier, Jean-Noel Aubertot, Stephane Lemarié, Nathalie Dubois Peyrard, et al.. Ce que l'épidémiosurveillance apporte ou n'apporte pas encore à la moindre dépendance aux produits phytopharmaceutiques. Innovations Agronomiques, INRAE, 2017, 59 (Août), pp.81-91. ⟨10.15454/1.5138439824957573E12⟩. ⟨hal-01593199⟩
  • Rosa Cetro, Marc Barbier, Philippe Breucker, Hilde Eggermont, Philippe Gambette, et al.. Vers une approche semi-automatique pour la définition de motifs d'argumentation utilisés dans les résumés de projets scientifiques du domaine de la biodiversité. Revue des Nouvelles Technologies de l'Information, Editions RNTI, 2014, Fouille de Données et Humanités Numériques, RNTI-SHS-2 (2), pp.47-80. ⟨hal-01090607v2⟩
  • Nicolas Turenne. Clustering and Relational Ambiguity: from Text Data to Natural Data. Journal of Data Mining and Digital Humanities, Episciences.org, 2013, 1 (1), pp.1. ⟨hal-00920423⟩
  • Nicolas Turenne, Evgeniy Tiys, Vladimir Ivanisenko, Nikolay Yudin, Elena Ignatieva, et al.. Finding biomarkers in non-model species: literature mining of transcription factors involved in bovine embryo development. BioData Mining, BioMed Central, 2012, 5 (12), [non paginé]. ⟨10.1186/1756-0381-5-12⟩. ⟨hal-01189832⟩
  • Isabelle Hue, Séverine Aude Degrelle, Nicolas Turenne. Conceptus elongation in cattle: Genes, models and questions. Animal Reproduction Science, 2012, 134 (1-2), pp.19-28. ⟨10.1016/j.anireprosci.2012.08.007⟩. ⟨hal-03373739⟩
  • Nicolas Turenne. Role of a web-based software platform for systems biology. Journal of Computer Science & Systems Biology, OMICS International, 2011, 4 (3), ⟨10.4172/jcsb.1000101e⟩. ⟨hal-02641956⟩
  • Nicolas Turenne. Modeling Noun-Phrases Dynamics in Specialized Text Collections. Journal of Quantitative Linguistics, Taylor & Francis (Routledge), 2010, 17 (3), pp.212-228. ⟨10.1080/09296174.2010.485447⟩. ⟨hal-02054488⟩
  • Nicolas Turenne. Data Mining, a Tool for Systems Biology or a Systems Biology Tool. Journal of Computer Science & Systems Biology, OMICS International, 2009, 2 (4), pp.216-218. ⟨10.4172/jcsb.1000034e⟩. ⟨hal-02653741⟩
  • Nicolas Turenne, Isabelle Hue. A combinatorics-based data-mining approach to time-series microarray alignment. Informacionnyj Vestnik VOGiS, 2009, 13 (1), pp.109-113. ⟨hal-02660788⟩
  • Nicolas Turenne, S.R. Schwer. Temporal representation for gene networks: towards a qualitative temporal data mining. International Journal of Data Mining and Bioinformatics, Inderscience, 2008, 2 (1), pp.36-53. ⟨hal-02654451⟩
  • Nicolas Turenne. Apprentissage d'un ensemble pré-structuré de concepts d'un domaine : l'outil Galex. Mathématiques et Sciences Humaines, Centre de Mathématique Sociale et de statistique, EPHE, 1999, ⟨10.4000/msh.2788⟩. ⟨hal-03373767⟩

Conference papers14 documents

  • Nicolas Turenne, Bokai Xu, Xinyue Li, Xindi Xu, Hongyu Liu, et al.. Exploration of a Balanced Reference Corpus with a Wide Variety of Text Mining Tools. ACAI 2020: 2020 3rd International Conference on Algorithms, Computing and Artificial Intelligence, Dec 2020, Sanya China, France. pp.1-9, ⟨10.1145/3446132.3446192⟩. ⟨hal-03373795⟩
  • Nicolas Turenne, François Rousselot. Evaluation of four clustering methods used in text mining. European Conference on Machine Learning (ECML), Apr 2019, chemnitz, Germany. ⟨hal-03373966⟩
  • Nicolas Turenne, Daria Sokolova, Ivan Zassoursky. « Женщины-исследователи в открытой научной коммуникации » (en français: Les femmes chercheuses dans l'espace ouvert de communication scientifique ou Open Access). Журналистика в 2017 году: творчество, профессия, индустрия" (en français: "Le journalisme en 2017 : innovation, métier, industrie"), Feb 2018, moscou, Russia. ⟨hal-01691979⟩
  • Qinran Dang, Nicolas Turenne, Mathieu Valette. Using smog-related data of Chinese Sina Weibo to explore correlation between health issues and relevant regions. 7th International Conference on Social Science and Humanity (ICSSH), Mar 2018, Fukuoka, Japan. ⟨hal-01691971⟩
  • Béatrice Mazoyer, Nicolas Turenne, Marie-Luce Viaud. Étude des influences réciproques entre médias sociaux et médias traditionnels. atelier Journalisme Computationnel, Jan 2017, rennes, France. ⟨hal-01691967⟩
  • Rémi Perronne, Marie Stetzler, Jérôme Enjalbert, Vincent Cellier, Isabelle Goldringer, et al.. Spatiotemporal evolution of pathogen stresses in bread wheat in France: study of rusts and septoria coexistence. 7. journée IDEEV, Centre National de la Recherche Scientifique (CNRS). Gif-sur-Yvette, FRA. Université Paris Sud - Paris 11 (UP11), FRA. AgroParisTech, FRA. Institut National de la Recherche Agronomique (INRA). Institut de Recherche pour le Développement (IRD)., Oct 2015, Gif-sur-Yvette, France. 1 p. ⟨hal-01713759⟩
  • Isabelle Hue, Severine Degrelle, Nicolas Turenne. Conceptus elongation in cattle: genes, models and questions. 3. Embryo Genomics Meeting, Rheinische Friedrich-Wilhelms-Universität Bonn. Bonn, DEU., Sep 2011, Bonn, Germany. pp.19-28, ⟨10.1016/j.anireprosci.2012.08.007⟩. ⟨hal-01001311⟩
  • Nicolas Turenne, Branislav Meszaros. KASKAD : a plat-form to extract temporal and interaction relations for genes in texts. St. Petersburg International Workshop on NanoBioTechnologies, Nov 2006, St. Petersburg, Russia. ⟨hal-03373868⟩
  • Nicolas Turenne, Marc Barbier. BELUGA : un outil pour l'analyse dynamique des connaissances de la littérature scientifique d'un domaine. Première application au cas des maladies à prions". Extraction et Gestion de Connaissances, Jan 2004, Clermont-Ferrand, France. ⟨hal-03373884⟩
  • Nicolas Turenne. Learning semantic classes for improving email classification. EIGHTEENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE - Text-Mining & Link-Analysis Workshop, Marko Grobelnik ; Natasa Milic-Frayling, Aug 2003, acapulco, Mexico. 8 p. ⟨hal-02829044⟩
  • Nicolas Turenne. Term clusters labelling by consensus. Journées Internationales d'Analyse Statistique des Données Textuelles, Mar 2002, Saint-Malo, France. ⟨hal-03373944⟩
  • Nicolas Turenne. Bayesian Discriminant Analysis for Lexical Semantic Tagging. European Meeting on Cybernetics and Systems Research (EMCSR), Apr 2002, Vienne, Austria. ⟨hal-03373905⟩
  • Nicolas Turenne. Term Clusters Evaluation by MonteCarlo Sampling. Journées Internationales d'Analyse Statistique des Données Textuelles (JADT), Mar 2000, Lausanne, Switzerland. ⟨hal-03373953⟩
  • Nicolas Turenne, Francois Rousselot. Application of clustering in a system of query reformulation. Presentation of Saros. Workshop on Knowledge Acquisition, Modeling and Management, Apr 1998, Banff, Canada. ⟨hal-03373962⟩

Poster communications2 documents

  • Frédérique Bordignon, Nicolas Turenne, Yann Feugueur. A semi-supervised Learning Approach to find equivalent long-string Organization Names. Colloque- Forum PEPS EXIA, Oct 2016, Champs sur Marne, France. 2016. ⟨hal-02310298⟩
  • Isabelle Hue, Nicolas Turenne. TeDE-OM: Text data extraction & OMics. Journées d’Animation des Crédits Incitatifs du Département de Physiologie Animale et Systèmes d’Elevage (JACI Phase 2016), Apr 2016, Tours, France. 115 p., 2016, Crédits Incitatifs financés entre 2011 et 2014. ⟨hal-01412831⟩

Books4 documents

  • Nicolas Turenne. Analyse de données textuelles sous R. ISTE Editions, 318 p., 2016, Collection Sciences cognitives (ISTE), 978-1-78406-107-4 (ebook). ⟨hal-01292349⟩
  • Nicolas Turenne. Knowledge Needs and Information Extraction. Wiley-ISTE, 269 p., 2013, Computer Engineering and IT series, 978-1-84821-515-3. ⟨hal-02804243⟩
  • Nicolas Turenne. Besoins informationnels et extraction d'information : Vers une conscience artificielle. Hermes Science Publications, 288 p., 2013, 978-2746245075. ⟨hal-02808646⟩
  • Nicolas Turenne. Dictionary of 20,000 terms in science and computing with definitions (French, English, Russian). Publisher : La Maison du Dictionnaire CD-ROM. LexPro 3.0 ISBN 2-85608-154-1 1998.. 1998. ⟨hal-03374003⟩

Directions of work or proceedings1 document

  • Nicolas Turenne. SDHn 2018 atelier Sciences des Données et Humanités Numériques. France. 2018. ⟨hal-01691918⟩

Preprints, Working Papers, ...7 documents

  • Nicolas Turenne. svcR: An R Package for Support Vector Clustering improved with Geometric Hashing applied to Lexical Pattern Discovery. 2021. ⟨hal-03373979⟩
  • Nicolas Turenne. On a Possible Similarity between Gene and Semantic Networks. 2021. ⟨hal-03373977⟩
  • Nicolas Turenne. Duplicate Detection with Efficient Language Models for Automatic Bibliographic Heterogeneous Data Integration. 2021. ⟨hal-03373972⟩
  • Nicolas Turenne, Tien Phan. x.ent: R Package for Entities and Relations Extraction based on Unsupervised Learning and Document Structure. 2021. ⟨hal-03373969⟩
  • Nicolas Turenne. Mail classification with term clusters acquisition. 2020. ⟨hal-02825154⟩
  • Nicolas Turenne. Fouille de textes et analyse des tendances thématiques d'une crise alimentaire. Cas des maladies à prions. 2020. ⟨hal-02828922⟩
  • Nicolas Turenne, Mathieu Andro, Roselyne CorbiÈre, Tien T. Phan. Open Data Platform for Knowledge Access in Plant Health Domain : VESPA Mining. 2015. ⟨hal-01145489⟩

Theses1 document

  • Nicolas Turenne. Apprentissage statistique pour l'extraction de concepts à partir de textes : application au filtrage d'informations textuelles. domain_stic.gest. Université Louis Pasteur - Strasbourg I, 2000. Français. ⟨tel-00006210⟩