Résultats pour Auteur : "Deneu, Benjamin"

Synergizing digital, biological, and participatory sciences for global plant species identification: Enabling access to a worldwide identification service. Bonnet Pierre, Affouard Antoine, Lombardo Jean-Christophe, Chouet Mathias, Gresse Hugo, Hequet Vanessa, Palard Rémi, Fromholtz Maxime, Espitalier Vincent, Goeau Hervé, Deneu Benjamin, Botella Christophe, Estopinan Joaquim, Leblanc César, Servajean Maximilien, Munoz François, Joly Alexis. 2023. Biodiversity Information Science and Standards, 7:e112545, 3 p.

Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment. Deneu Benjamin, Servajean Maximilien, Bonnet Pierre, Botella Christophe, Munoz François, Joly Alexis. 2021. PLoS Computational Biology, 17 (4):e1008856, 21 p.

How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools. Bonnet Pierre, Joly Alexis, Faton Jeaqn-Michel, Brown Susan, Kimiti David, Deneu Benjamin, Servajean Maximilien, Affouard Antoine, Lombardo Jean-Christophe, Mary Laura, Vignau Christel, Munoz François. 2020. Ecological Solutions and Evidence, 1 (2):e12023, 8 p.

Pl@ntNet services, a contribution to the monitoring and sharing of information on the world flora. Bonnet Pierre, Champ Julien, Goeau Hervé, Stöter Fabian-Robert, Deneu Benjamin, Servajean Maximilien, Affouard Antoine, Lombardo Jean-Christophe, Levchenko Oleksandra, Gresse Hugo, Joly Alexis. 2020. Biodiversity Information Science and Standards, 4:e58933, 3 p. TDWG 2020 Annual Conference, s.l., États-Unis, 21 Septembre 2020/25 Septembre 2020.

Overview of LifeCLEF 2023: Evaluation of AI models for the identification and prediction of birds, plants, snakes and fungi. Joly Alexis, Botella Christophe, Picek Lukáš, Kahl Stefan, Goeau Hervé, Deneu Benjamin, Marcos Diego, Estopinan Joaquim, Leblanc César, Larcher Théo, Chamidullin Rail, Sulc Milan, Hrúz Marek, Servajean Maximilien, Glotin Hervé, Planqué Robert, Vellinga Willem-Pier, Klinck Holger, Denton Tom, Eggel Ivan, Bonnet Pierre, Müller Henning. 2023. In : Experimental IR meets multilinguality, multimodality, and interaction: 14th International Conference of the CLEF Association, CLEF 2023, Thessaloniki, Greece, September 18–21, 2023, Proceedings. Arampatzis Avi (ed.), Kanoulas Evangelos (ed.), Tsikrika Theodora (ed.), Vrochidis Stefanos (ed.), Giachanou Anastasia (ed.), Li Dan (ed.), Aliannejadi Mohammad (ed.), Vlachos Michalis (ed.), Faggioli Guglielmo (ed.), Ferro Nicola (ed.). Cham : Springer, 416-439. (Lecture Notes in Computer Science, 14163, 14163) ISBN 978-3-031-42447-2 International Conference of the Cross-Language Evalution Forum for European Languages. 14, Thessaloniki, Grèce, 18 Septembre 2023/21 Septembre 2023.

LifeCLEF 2022 teaser: An evaluation of machine-learning based species identification and species distribution prediction. Joly Alexis, Goeau Hervé, Kahl Stefan, Picek Lukáš, Lorieul Titouan, Cole Elijah, Deneu Benjamin, Servajean Maximilien, Durso Andrew, Bolon Isabelle, Glotin Hervé, Planqué Robert, Vellinga Willem-Pier, Klinck Holger, Denton Tom, Eggel Ivan, Bonnet Pierre, Müller Henning, Sulc Milan. 2022. In : Advances in information retrieval : 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II. Hagen Matthias (ed.), Verberne Suzan (ed.), Macdonald Craig (ed.), Seifert Christin (ed.), Balog Krisztian (ed.), Norvag Kjetil (ed.), Setty Vinary (ed.). University of Stavanger. Cham : Springer, 390-399. (Lecture Notes in Computer Science, 13186) ISBN 978-3-030-99738-0 European Conference on IR Research (ECIR 2022). 44, Stavanger, Norvège, 10 Avril 2022/14 Avril 2022.

Overview of LifeCLEF 2022: An evaluation of machine-learning based species identification and species distribution prediction. Joly Alexis, Goeau Hervé, Kahl Stefan, Picek Lukáš, Lorieul Titouan, Cole Elijah, Deneu Benjamin, Servajean Maximilien, Durso Andrew, Glotin Hervé, Planqué Robert, Vellinga Willem-Pier, Navine Amanda, Klinck Holger, Denton Tom, Eggel Ivan, Bonnet Pierre, Sulc Milan, Hrúz Marek. 2022. In : Experimental IR meets multilinguality, multimodality, and interaction : 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings. Barron-Cedeno Alberto (ed.), Da San Martino Giovanni (ed.), Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Degli Esposti Mirko (ed.), Sebastiani Fabrizio (ed.), Macdonald Craig (ed.), Pasi Gabriella (ed.), Hanbury Allan (ed.), Potthast Martin (ed.). University of Bologna. Cham : Springer, 257-285. (Lecture Notes in Computer Science, 13390) ISBN 978-3-031-13642-9 International Conference of the CLEF Association (CLEF 2022). 13, Bologne, Italie, 5 Septembre 2022/8 Septembre 2022.

How do deep convolutional SDM trained on satellite images unravel vegetation ecology? Deneu Benjamin, Joly Alexis, Bonnet Pierre, Servajean Maximilien, Munoz François. 2021. In : Pattern recognition. ICPR International Workshops and Challenges. Virtual event, January 10–15, 2021, Proceedings, Part VI. Del Bimbo Alberto (ed.), Cucchiara Rita (ed.), Sclaroff Stan (ed.), Farinella Giovanni Maria (ed.), Mei Tao (ed.), Bertini Marco (ed.), Escalante Hugo Jair (ed.), Vezzani Roberto (ed.). Cham : Springer, 148-158. (Lecture Notes in Computer Science, 12666) ISBN 978-3-030-68779-3 International Conference on Pattern Recognition (ICPR 2021). 25, Milan, Italie, 10 Janvier 2021/15 Janvier 2021.

LifeCLEF 2020 teaser: Biodiversity identification and prediction challenges. Joly Alexis, Goeau Hervé, Kahl Stefan, Botella Christophe, Ruiz de Castañeda Rafael, Glotin Hervé, Cole Elijah, Champ Julien, Deneu Benjamin, Servajean Maximilien, Lorieul Titouan, Vellinga Willem-Pier, Stöter Fabian-Robert, Durso Andrew, Bonnet Pierre, Müller Henning. 2020. In : Advances in information retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part II. Jose Joemon M. (ed.), Yilmaz Emine (ed.), Magalhães João (ed.), Castells Pablo (ed.), Ferro Nicola (ed.), Silva Mário J. (ed.), Martins Flávio (ed.). Cham : Springer, 542-549. (Lecture Notes in Computer Science, 12036, 12036) ISBN 978-3-030-45441-8 European Conference on IR Research (ECIR 2020). 42, Lisbonne, Portugal, 14 Avril 2020/17 Avril 2020.

Overview of LifeCLEF 2020: A system-oriented evaluation of automated species identification and species distribution prediction. Joly Alexis, Goeau Hervé, Kahl Stefan, Deneu Benjamin, Servajean Maximilien, Cole Elijah, Picek Lukáš, Ruiz de Castañeda Rafael, Bolon Isabelle, Durso Andrew, Lorieul Titouan, Botella Christophe, Glotin Hervé, Champ Julien, Eggel Ivan, Vellinga Willem-Pier, Bonnet Pierre, Müller Henning. 2020. In : Experimental IR meets multilinguality, multimodality, and interaction: 11th International Conference of the CLEF Association, CLEF 2020, Thessaloniki, Greece, September 22–25, 2020, Proceedings. Arampatzis Avi (ed.), Kanoulas Evangelos (ed.), Tsikrika Theodora (ed.), Vrochidis Stefanos (ed.), et Al.. Cham : Springer, 342-363. (Lecture Notes in Computer Science, 12260) ISBN 978-3-030-58218-0 International Conference of the Cross-Language Evaluation Forum for European Languages, Thessaloniki, Grèce, 22 Septembre 2020/25 Septembre 2020.

Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF). Deneu Benjamin, Lorieul Titouan, Cole Elijah, Servajean Maximilien, Botella Christophe, Bonnet Pierre, Joly Alexis. 2020. In : Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum. Cappellato Linda (ed.), Eickhoff Carsten (ed.), Ferro Nicola (ed.), Névéol Aurélie (ed.). Aachen : CEUR-WS, 13 p. (CEUR Workshop Proceedings, 2696) Conference and Labs of the Evaluation Forum (CLEF 2020), Thessaloniki, Grèce, 22 Septembre 2020/25 Septembre 2020.

Participation of LIRMM / Inria to the GeoLifeCLEF 2020 challenge. Deneu Benjamin, Servajean Maximilien, Bonnet Pierre, Munoz François, Joly Alexis. 2020. In : Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum. Cappellato Linda (ed.), Eickhoff Carsten (ed.), Ferro Nicola (ed.), Névéol Aurélie (ed.). Aachen : CEUR-WS, 9 p. (CEUR Workshop Proceedings, 2696) Conference and Labs of the Evaluation Forum (CLEF 2020), Thessaloniki, Grèce, 22 Septembre 2020/25 Septembre 2020.