Résultats pour Auteur : "Servajean, Maximilien"

GeoPlant: Spatial plant species prediction dataset. Picek Lukáš, Botella Christophe, Servajean Maximilien, Leblanc César, Palard Rémi, Larcher Théo, Deneu Benjamin, Marcos Diego, Bonnet Pierre, Joly Alexis. 2024. In : Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson A. (ed.), Mackey L. (ed.), Belgrave D. (ed.), Fan A. (ed.), Paquet U. (ed.), Tomczak J. (ed.), Zhang C. (ed.). San Diego : NeurIPS Foundation, 24 p. ISBN 9798331314385 Conference on Neural Information Processing Systems (NeurIPS 2024). 38, Vancouver, Canada, 10 Novembre 2024/10 Décembre 2024.

LifeCLEF 2024 Teaser: Challenges on species distribution prediction and identification. Joly Alexis, Picek Lukáš, Kahl Stefan, Goeau Hervé, Espitalier Vincent, Botella Christophe, Deneu Benjamin, Marcos Diego, Estopinan Joaquim, Leblanc César, Larcher Théo, Šulc Milan, Hrúz Marek, Servajean Maximilien, Matas Jiří, Glotin Hervé, Planqué Robert, Vellinga Willem-Pier, Klinck Holger, Denton Tom, Durso Andrew M., Eggel Ivan, Bonnet Pierre, Müller Henning. 2024. In : Advances in Information Retrieval. ECIR 2024. Goharian Nazli (ed.), Tonellotto Nicola (ed.), He Yulan (ed.), Lipani Aldo (ed.), McDonald Graham (ed.), Macdonald Craig (ed.), Ounis Iadh (ed.). Cham : Springer, 19-27. (Lecture Notes in Computer Science, 14613, 14613) ISBN 978-3-031-56072-9 European Conference on Information Retrieval (ECIR 2024). 46, Glasgow, Royaume-Uni, 24 Mars 2024/28 Mars 2024.

Mapping global orchid assemblages with deep learning provides novel conservation insights. Estopinan Joaquim, Servajean Maximilien, Bonnet Pierre, Joly Alexis, Munoz François. 2024. Ecological Informatics, 81:102627, 15 p.

Overview of GeoLifeCLEF 2024: Species composition prediction with high spatial resolution at continental scale using remote sensing. Picek Lukáš, Botella Christophe, Servajean Maximilien, Leblanc César, Palard Rémi, Larcher Théo, Deneu Benjamin, Marcos Diego, Estopinan Joaquim, Bonnet Pierre, Joly Alexis. 2024. In : Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024). Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Galuščáková Petra (ed.), García Seco de Herrera Alba (ed.). Aachen : CEUR-WS, 1966-1977. (CEUR Workshop Proceedings, 3740) Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9 Septembre 2024/12 Septembre 2024.

Overview of LifeCLEF 2024: Challenges on species distribution prediction and identification. Joly Alexis, Picek Lukáš, Kahl Stefan, Goeau Hervé, Espitalier Vincent, Botella Christophe, Marcos Diego, Estopinan Joaquim, Leblanc César, Larcher Théo, Šulc Milan, Hrúz Marek, Servajean Maximilien, Glotin Hervé, Planqué Robert, Vellinga Willem-Pier, Klinck Holger, Denton Tom, Eggel Ivan, Bonnet Pierre, Müller Henning. 2024. In : Experimental IR Meets Multilinguality, Multimodality, and Interaction. Goeuriot Lorraine (ed.), Mulhem Philippe (ed.), Quénot Georges (ed.), Schwab Didier (ed.), Maria Di Nunzio Georgio (ed.), Soulier Laure (ed.), Galuščáková Petra (ed.), García Seco de Herrera Alba (ed.), Faggioli Guglielmo (ed.), Ferro Nicola (ed.). Cham : Springer, 183-207. (Lecture Notes in Computer Science, 14959, 14959) ISBN 978-3-031-71908-0 International Conference of the Cross-Language Evaluation Forum for European Languages (CLEF 2024). 15, Grenoble, France, 9 Septembre 2024/12 Septembre 2024.

Pl@ntBERT: leveraging large language models to enhance vegetation classification through species composition analysis. Leblanc César, Bonnet Pierre, Servajean Maximilien, Joly Alexis. 2024. In : ECCB 2024 - 7th European Congress of Conservation Biology: Biodiversity positive by 2030. Book of abstracts. SCB. Bologne : Università di Bologna, Résumé, p. 121. ISBN 9788854971783 European Congress of Conservation Biology (ECCB 2024). 7, Bologne, Italie, 17 Juin 2024/21 Juin 2024.

A deep‐learning framework for enhancing habitat identification based on species composition. Leblanc César, Bonnet Pierre, Servajean Maximilien, Chytrý Milan, Aćić Svetlana, Argagnon Olivier, Bergamini Ariel, Biurrun Idoia, Bonari Gianmaria, Campos Juan A., Carni Andraz, Ćušterevska Renata, De Sanctis Michele, Dengler Jürgen, Garbolino Emmanuel, Golub Valentin, Jandt Ute, Jansen Florian, Lebedeva Maria, Lenoir Jonathan, Erenskjold Moeslund Jesper, Pérez-Haase Aaron, Pielech Remigiusz, Šibík Jozef, Stančić Zvjezdana, Stanisci Angela, Swacha Grzegorz, Uogintas Domas, Vassilev Kiril, Wohlgemuth Thomas, Joly Alexis. 2024. Applied Vegetation Science, 27 (3):e12802, 17 p.

LifeCLEF 2023 teaser: Species identification and prediction challenges. Joly Alexis, Goeau Hervé, Kahl Stefan, Picek Lukáš, Botella Christophe, Marcos Diego, Sulc Milan, Hrúz Marek, Lorieul Titouan, Moussi Sara Si, Servajean Maximilien, Kellenberger Benjamin, Cole Elijah, Durso Andrew, Glotin Hervé, Planqué Robert, Vellinga Willem-Pier, Klinck Holger, Denton Tom, Eggel Ivan, Bonnet Pierre, Müller Henning. 2023. In : Advances in Information Retrieval:45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2–6, 2023, Proceedings, Part III. Kamps Jaap (ed.), Goeuriot Lorraine (ed.), Crestani Fabio (ed.), Maistro Maria (ed.), Joho Hideo (ed.), Davis Brian (ed.), Gurrin Cathal (ed.), Kruschwitz Udo (ed.), Caputo Annalina (ed.). Cham : Springer, 568-576. (Lecture Notes in Computer Science, 13982, 13982) ISBN 978-3-031-28240-9 European Conference on Information Retrieval (ECIR 2023). 45, Dublin, Irlande, 2 Avril 2023/6 Avril 2023.

Overview of GeoLifeCLEF 2023: Species composition prediction with high spatial resolution at continental scale using remote sensing. Botella Christophe, Deneu Benjamin, Marcos Gonzalez Diego, Servajean Maximilien, Larcher Théo, Leblanc César, Estopinan Joaquim, Bonnet Pierre, Joly Alexis. 2023. In : Working notes of the Conference and Labs of the Evaluation Forum (CLEF 2023). Aliannejadi Mohammad (ed.), Faggiolo Guglielmo (ed.), Ferro Nicola (ed.), Vlachos Michalis (ed.). Aachen : CEUR-WS, 1954-1971. (CEUR Workshop Proceedings, 3497) Conference and Labs of the Evaluation Forum (CLEF-WN 2023). 24, Thessaloniki, Grèce, 18 Septembre 2023/21 Septembre 2023.

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.

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.

Deep species distribution modeling from Sentinel-2 image time-series: A global scale analysis on the Orchid family. Estopinan Joaquim, Servajean Maximilien, Bonnet Pierre, Munoz François, Joly Alexis. 2022. Frontiers in Plant Science, 13, 21 p.

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 GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic data. Lorieul Titouan, Cole Elijah, Deneu Benjamin, Servajean Maximilien, Bonnet Pierre, Joly Alexis. 2022. In : Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Hanbury Allan (ed.), Potthast Martin (ed.). Aachen : CEUR-WS, 1940-1956. (CEUR Workshop Proceedings, 3180) Conference and Labs of the Evaluation Forum (CLEF 2022), Bologne, Italie, 5 Septembre 2022/8 Septembre 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.

Species distribution modeling based on aerial images and environmental features with convolutional neural networks. Leblanc César, Joly Alexis, Lorieul Titouan, Servajean Maximilien, Bonnet Pierre. 2022. In : Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Hanbury Allan (ed.), Potthast Martin (ed.). Aachen : CEUR-WS, 2123-2150. (CEUR Workshop Proceedings, 3180) Conference and Labs of the Evaluation Forum (CLEF 2022), Bologne, Italie, 5 Septembre 2022/8 Septembre 2022.

Very high resolution species distribution modeling based on remote sensing imagery: How to capture fine-grained and large-scale vegetation ecology with convolutional neural networks? Deneu Benjamin, Joly Alexis, Bonnet Pierre, Servajean Maximilien, Munoz François. 2022. Frontiers in Plant Science, 13:839279, 17 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 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 2021 Teaser: Biodiversity identification and prediction challenges. Joly Alexis, Goeau Hervé, Kahl Stefan, Glotin Hervé, Cole Elijah, Deneu Benjamin, Servajean Maximilien, Lorieul Titouan, Vellinga Willem-Pier, Bonnet Pierre, Eggel Ivan, Müller Henning. 2021. In : Advances in Information Retrieval: 43rd European conference on IR research, ECIR 2021, virtual event, March 28-April 1, 2021, Proceedings, Part II. Hiemstra Djoerd (ed.), Moens Marie-Francine (ed.), Mothe Josiane (ed.), Perego Raffaele (ed.), Potthast Martin (ed.), Sebastiani Fabrizio (ed.). Cham : Springer, 601-607. (Lecture Notes in Computer Science, 12657, 12656) LifeCLEF 2021, s.l., Suisse, 28 Mars 2021/1 Avril 2021.

Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images. Lorieul Titouan, Cole Elijah, Deneu Benjamin, Servajean Maximilien, Bonnet Pierre, Joly Alexis. 2021. In : CEUR Workshop Proceedings. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Joly Alexis (ed.), Maistro Maria (ed.), Piroi Florina (ed.). s.l. : CEUR-WS, 1451-1462. (CEUR Workshop Proceedings, 2936) Conference and Labs of the Evaluation Forum (CLEF 2021), Bucharest, Roumanie, 21 Septembre 2021/24 Septembre 2021.

Overview of LifeCLEF 2021: 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, Ruiz de Castañeda Rafael, Vellinga Willem-Pier, Klinck Holger, Denton Tom, Eggel Ivan, Bonnet Pierre, Müller Henning. 2021. In : Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21–24, 2021, Proceedings. Selçuk Candan K. (ed.), Ionescu Bogdan (ed.), Goeuriot Lorraine (ed.), Larsen Birger (ed.), Müller Henning (ed.), Joly Alexis (ed.), Maistro Maria (ed.), Piroi Florina (ed.), Faggioli Guglielmo (ed.), Ferro Nicola (ed.). Cham : Springer, 371-393. (Lecture Notes in Computer Science, 12880, 12880) ISBN 978-3-030-85251-1 International Conference of the Cross-Language Evaluation Forum for European Languages. 12, s.l., Suisse, 21 Septembre 2021/24 Septembre 2021.

Pl@ntNet-300K : a plant image dataset with high label ambiguity and along tailed distribution. Garcin Camille, Joly Alexis, Bonnet Pierre, Lombardo Jean-Christophe, Affouard Antoine, Chouet Mathias, Servajean Maximilien, Lorieul Titouan, Salmon Joseph. 2021. In : Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021). Vanschoren J. (ed.), Yeung S. (ed.). s.l. : s.n., 1-19. ISBN 9781713871095 Conference on Neural Information Processing Systems (NeurIPS 2021). 35, s.l., France, 6 Décembre 2021/14 Décembre 2021.

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.

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 A. (ed.), Kanoulas E. (ed.), Tsikrika T. (ed.), Vrochidis S. (ed.), Joho H. (ed.), Lioma C. (ed.), Eickhoff C. (ed.), Névéol A. (ed.), Cappellato L. (ed.), Ferro N. (ed.). 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.

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.

LifeCLEF 2019: Biodiversity identification and prediction challenges. Joly Alexis, Goeau Hervé, Botella Christophe, Kahl Stefan, Poupard Pascal, Servajean Maximilien, Glotin Hervé, Bonnet Pierre, Vellinga Willem-Pier, Planqué Robert, Schlüter Jan, Stöter Fabian-Robert, Müller Henning. 2019. In : Advances in information retrieval: 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14–18, 2019, Proceedings, Part II. Azzopardi Leif (ed.), Stein Benno (ed.), Fuhr Nobert (ed.), Mayr Philipp (ed.), Hauff Claudia (ed.), Hiemstra Djoerd (ed.). Cham : Springer, 275-282. (Lecture Notes in Computer Science, 11438, 11438) ISBN 978-3-030-15718-0 European Conference on IR Research (ECIR 2019). 41, Cologne, Allemagne, 14 Septembre 2019/18 Septembre 2019.

Overview of GeoLifeCLEF 2019: Plant species prediction using environment and animal occurrences. Botella Christophe, Servajean Maximilien, Bonnet Pierre, Joly Alexis. 2019. In : Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum. Cappellato Linda (ed.), Ferro Nicola (ed.), Losada David E. (ed.), Müller Henning (ed.). Aachen : CEUR-WS, 18 p. (CEUR Workshop Proceedings, 2380) Conference and Labs of the Evaluation Forum (CLEF 2019), Lugano, Suisse, 9 Septembre 2019/12 Septembre 2019.

Overview of LifeCLEF 2019: Identification of Amazonian plants, south and north American birds, and niche prediction. Joly Alexis, Goeau Hervé, Botella Christophe, Kahl Stefan, Servajean Maximilien, Glotin Hervé, Bonnet Pierre, Planqué Robert, Stöter Fabian-Robert, Vellinga Willem-Pier, Müller Henning. 2019. In : Experimental IR meets multilinguality, multimodality, and interaction: 10th International Conference of the CLEF Association, CLEF 2019, Lugano, Switzerland, September 9–12, 2019, Proceedings. Crestani Fabio (ed.), Braschler Martin (ed.), Savoy Jacques (ed.), Rauber Andreas (ed.), Müller Henning (ed.), Losada David E. (ed.), Bürki Gundula Heinatz (ed.), Cappellato Linda (ed.), Ferro Nicola (ed.). Cham : Springer, 387-401. (Lecture Notes in Computer Science, 11696) ISBN 978-3-030-28576-0 International Conference of the CLEF Association (CLEF 2019). 10, Lugano, Suisse, 9 Septembre 2019/12 Septembre 2019.