| Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment B Deneu, M Servajean, P Bonnet, C Botella, F Munoz, A Joly PLoS computational biology 17 (4), e1008856, 2021 | 85 | 2021 |
| A deep learning approach to species distribution modelling C Botella, A Joly, P Bonnet, P Monestiez, F Munoz Multimedia tools and applications for environmental & biodiversity …, 2018 | 85 | 2018 |
| Species distribution modeling based on the automated identification of citizen observations C Botella, A Joly, P Bonnet, P Monestiez, F Munoz Applications in Plant Sciences 6 (2), e1029, 2018 | 58 | 2018 |
| Overview of LifeCLEF 2018: a large-scale evaluation of species identification and recommendation algorithms in the era of AI A Joly, H Goëau, C Botella, H Glotin, P Bonnet, WP Vellinga, R Planqué, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 9th …, 2018 | 58 | 2018 |
| Bias in presence-only niche models related to sampling effort and species niches: Lessons for background point selection C Botella, A Joly, P Monestiez, P Bonnet, F Munoz PLoS One 15 (5), e0232078, 2020 | 52 | 2020 |
| The diversity of biotic interactions complements functional and phylogenetic facets of biodiversity P Gaüzère, L O’connor, C Botella, G Poggiato, T Münkemüller, LJ Pollock, ... Current Biology 32 (9), 2093-2100. e3, 2022 | 46 | 2022 |
| The geolifeclef 2020 dataset E Cole, B Deneu, T Lorieul, M Servajean, C Botella, D Morris, N Jojic, ... arXiv preprint arXiv:2004.04192, 2020 | 39 | 2020 |
| Overview of lifeclef 2019: Identification of amazonian plants, south & north american birds, and niche prediction A Joly, H Goëau, C Botella, S Kahl, M Servajean, H Glotin, P Bonnet, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th …, 2019 | 35 | 2019 |
| Overview of lifeclef 2024: Challenges on species distribution prediction and identification A Joly, L Picek, S Kahl, H Goëau, V Espitalier, C Botella, D Marcos, ... International Conference of the Cross-Language Evaluation Forum for European …, 2024 | 25 | 2024 |
| Jointly estimating spatial sampling effort and habitat suitability for multiple species from opportunistic presence‐only data C Botella, A Joly, P Bonnet, F Munoz, P Monestiez Methods in Ecology and Evolution 12 (5), 933-945, 2021 | 24 | 2021 |
| Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrences C Botella, M Servajean, P Bonnet, A Joly CLEF 2019-Conference and Labs of the Evaluation Forum 2380 (257), 2019 | 24 | 2019 |
| Overview of lifeclef 2023: evaluation of ai models for the identification and prediction of birds, plants, snakes and fungi A Joly, C Botella, L Picek, S Kahl, H Goëau, B Deneu, D Marcos, ... International Conference of the Cross-Language Evaluation Forum for European …, 2023 | 23 | 2023 |
| An appraisal of graph embeddings for comparing trophic network architectures C Botella, S Dray, C Matias, V Miele, W Thuiller Methods in Ecology and Evolution 13 (1), 203-216, 2022 | 16 | 2022 |
| Location-based species recommendation using co-occurrences and environment-GeoLifeCLEF 2018 challenge B Deneu, M Servajean, C Botella, A Joly CLEF 2018-Conference and Labs of the Evaluation Forum 2125 (119), 2018 | 16 | 2018 |
| Dynamic species distribution modeling reveals the pivotal role of human-mediated long-distance dispersal in plant invasion C Botella, P Bonnet, C Hui, A Joly, DM Richardson Biology 11 (9), 1293, 2022 | 15 | 2022 |
| Overview of GeoLifeCLEF 2018: location-based species recommendation C Botella, P Bonnet, F Munoz, PP Monestiez, A Joly CLEF 2018-Conference and Labs of the Evaluation Forum 2125 (8), 2018 | 14 | 2018 |
| Overview of GeoLifeCLEF 2023: Species composition prediction with high spatial resolution at continental scale using remote sensing C Botella, B Deneu, D Marcos, M Servajean, T Larcher, C Leblanc, ... CLEF 2023 Working Notes-24th Conference and Labs of the Evaluation Forum …, 2023 | 12 | 2023 |
| The GeoLifeCLEF 2023 dataset to evaluate plant species distribution models at high spatial resolution across Europe C Botella, B Deneu, D Marcos, M Servajean, J Estopinan, T Larcher, ... arXiv preprint arXiv:2308.05121, 2023 | 11 | 2023 |
| Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF) B Deneu, T Lorieul, E Cole, M Servajean, C Botella, P Bonnet, A Joly CEUR-WS, 2020 | 11 | 2020 |
| Evaluation of deep species distribution models using environment and co-occurrences B Deneu, M Servajean, C Botella, A Joly Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th …, 2019 | 11 | 2019 |
Alexis JolyResearch Director, Inria, Montpellier University, LIRMMכתובת אימייל מאומתת בדומיין inria.fr