Maximilien Servajean

Publications

Article dans une revue (21)

Conformal taxonomic validation: A semi-automated validation framework for citizen science records Matthieu De Castelbajac,Sandra Bringay,Arnaud Sallaberry,Maximilien Servajean,Clémence Epinouxet al. Ecological Informatics, 2025, 90, pp.103290. ⟨10.1016/j.ecoinf.2025.103290⟩ Article dans une revue hal-05195843v1
Beyond single drivers: A multi-stressor framework for understanding and managing jellyfish proliferation under concurrent anthropogenic and climate pressures Clémence Epinoux,Delphine Bonnet,Sandra Bringay,Matthieu de Castelbajac,Eduardo Ramirez-Romeroet al. Ocean and Coastal Management, 2025, 270, pp.107927. ⟨10.1016/j.ocecoaman.2025.107927⟩ Article dans une revue hal-05300984v1
From Presence‐Only to Abundance Species Distribution Models Using Transfer Learning Benjamin Bourel,Alexis Joly,Maximilien Servajean,Simon Bettinger,José Antonio Sanabria-Fernándezet al. Ecology Letters, 2025, 28 (7), pp.e70177. ⟨10.1111/ele.70177⟩ Article dans une revue hal-05380189v1
Learning the syntax of plant assemblages César Leblanc,Pierre Bonnet,Maximilien Servajean,Wilfried Thuiller,Milan Chytrýet al. Nature Plants, 2025, 11, pp.2026-2040. ⟨10.1038/s41477-025-02105-7⟩ Article dans une revue hal-05313746v1
A SHAP-based controversy analysis through communities on Twitter Samy Benslimane,Thomas Papastergiou,Jérôme Azé,Sandra Bringay,Maximilien Servajeanet al. World Wide Web, 2024, Special Issue on MEDES-IDEAS 2023, 27, pp.65. ⟨10.1007/s11280-024-01278-z⟩ Article dans une revue lirmm-05015469v1
Mapping global orchid assemblages with deep learning provides novel conservation insights Joaquim Estopinan,Maximilien Servajean,Pierre Bonnet,Alexis Joly,François Munoz Ecological Informatics, 2024, 81, pp.102627. ⟨10.1016/j.ecoinf.2024.102627⟩ Article dans une revue hal-04581266v1
A deep-learning framework for enhancing habitat identification based on species composition César Leblanc,Pierre Bonnet,Maximilien Servajean,Milan Chytrý,Svetlana Aćićet al. Applied Vegetation Science, 2024, 27 (3), pp.e12802. ⟨10.1111/avsc.12802⟩ Article dans une revue hal-04700157v1
A text and GNN based controversy detection method on social media Samy Benslimane,Jérôme Azé,Sandra Bringay,Maximilien Servajean,Caroline Mollevi World Wide Web, 2023, Special Issue on Web Information Systems Engineering 2021, 26 (2), pp.799-825. ⟨10.1007/s11280-022-01116-0⟩ Article dans une revue hal-04042401v1
EBBE-Text: Explaining Neural Networks by Exploring Text Classification Decision Boundaries Alexis Delaforge,Jérôme Azé,Sandra Bringay,Caroline Mollevi,Arnaud Sallaberryet al. IEEE Transactions on Visualization and Computer Graphics, 2023, 29 (10), pp.4154-4171. ⟨10.1109/TVCG.2022.3184247⟩ Article dans une revue lirmm-03738598v1
Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service Pierre Bonnet,Antoine Affouard,Jean-Christophe Lombardo,Mathias Chouet,Hugo Gresseet al. Biodiversity Information Science and Standards, 2023, 7, pp.e112545. ⟨10.3897/biss.7.112545⟩ Article dans une revue hal-04430929v1
Negatively Correlated Noisy Learners for At-risk User Detection on Social Networks: A Study on Depression, Anorexia, Self-harm and Suicide Waleed Ragheb,Jérôme Azé,Sandra Bringay,Maximilien Servajean IEEE Transactions on Knowledge and Data Engineering, 2023, 35 (1), pp.770-783. ⟨10.1109/TKDE.2021.3078898⟩ Article dans une revue lirmm-03736669v1
Deep Species Distribution Modeling From Sentinel-2 Image Time-Series: A Global Scale Analysis on the Orchid Family Joaquim Estopinan,Maximilien Servajean,Pierre Bonnet,François Munoz,Alexis Joly Frontiers in Plant Science, 2022, 13, pp.839327. ⟨10.3389/fpls.2022.839327⟩ Article dans une revue hal-03693593v1
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? Benjamin Deneu,Alexis Joly,Pierre Bonnet,Maximilien Servajean,François Munoz Frontiers in Plant Science, 2022, 13, ⟨10.3389/fpls.2022.839279⟩ Article dans une revue hal-03695760v1
Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment Benjamin Deneu,Maximilien Servajean,Pierre Bonnet,Christophe Botella,François Munozet al. PLoS Computational Biology, 2021, 17 (4), pp.e1008856. ⟨10.1371/journal.pcbi.1008856⟩ Article dans une revue hal-03220977v1
Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World Flora Pierre Bonnet,Julien Champ,Hervé Goëau,Fabian-Robert Stöter,Benjamin Deneuet al. Biodiversity Information Science and Standards, 2020, 4, pp.e58933. ⟨10.3897/biss.4.58933⟩ Article dans une revue hal-02973673v1
How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools Pierre Bonnet,Alexis Joly,Jean-Michel Faton,Susan Brown,David Kimitiet al. Ecological Solutions and Evidence, 2020, 1 (2), ⟨10.1002/2688-8319.12023⟩ Article dans une revue hal-02937618v1
Non-parametric Bayesian annotator combination Maximilien Servajean,Romain Chailan,Alexis Joly Information Sciences, 2018, 436-437, pp.131-145. ⟨10.1016/j.ins.2018.01.020⟩ Article dans une revue lirmm-01703020v1
Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach Maximilien Servajean,Alexis Joly,Dennis Shasha,Julien Champ,Esther Pacitti IEEE Transactions on Multimedia, 2017, 19 (6), pp.1376-1391. ⟨10.1109/TMM.2017.2653763⟩ Article dans une revue hal-01629149v1
Applying the maximum entropy principle to neural networks enhances multi-species distribution models Maxime Ryckewaert,Diego Marcos,Christophe Botella,Maximilien Servajean,Pierre Bonnetet al. Methods in Ecology and Evolution, In press, ⟨10.1111/2041-210x.70262⟩ Article dans une revue hal-05446820v1
Increasing Coverage in Distributed Search and Recommendation with Profile Diversity Maximilien Servajean,Esther Pacitti,Miguel Liroz-Gistau,Sihem Amer-Yahia,Amr El Abbadi Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2015, LNCS (9430), pp.115-144. ⟨10.1007/978-3-662-48567-5_4⟩ Article dans une revue lirmm-01177817v1
Profile Diversity for Query Processing using User Recommendations Maximilien Servajean,Reza Akbarinia,Esther Pacitti,Sihem Amer-Yahia Information Systems, 2015, Information Systems, 48, pp.44-63. ⟨10.1016/j.is.2014.09.001⟩ Article dans une revue lirmm-01079523v1

Communication dans un congrès (52)

A two-head loss function for deep Average-K classification Camille Garcin,Maximilien Servajean,Alexis Joly,Joseph Salmon WACV 2025 - IEEE/CVF Winter Conference on Applications of Computer Vision, Feb 2025, Tucson, United States. pp.7358-7367, ⟨10.1109/WACV61041.2025.00715⟩ Communication dans un congrès hal-04204318v1
Mapping biodiversity at very-high resolution in Europe César Leblanc,Lukáš Picek,Benjamin Deneu,Pierre Bonnet,Maximilien Servajeanet al. CVPRW 2025 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, IEEE; CVF, Jun 2025, Nashville, United States. pp.2340-2349, ⟨10.1109/CVPRW67362.2025.00221⟩ Communication dans un congrès hal-05457128v1
Overview of GeoLifeCLEF 2025: Plant Species Presence Prediction with Environmental and High-resolution Remote Sensing Data Lukáš Picek,César Leblanc,Théo Larcher,Maximilien Servajean,Pierre Bonnetet al. CLEF 2025 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2025, Madrid, Spain. pp.2932-2941 Communication dans un congrès hal-05319448v1
LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification Alexis Joly,Lukáš Picek,Stefan Kahl,Hervé Goëau,Lukáš Adamet al. 47. European Conference on Information Retrieval - ECIR 2025, Apr 2025, Lucca, Italy. pp.373-381, ⟨10.1007/978-3-031-88720-8_57⟩ Communication dans un congrès hal-05135815v1
Vers une amélioration des datations de l’Antiquité tardive en Gaule méridionale : les approches développées à partir des recherches menées sur le site de Las Cravieros à Fanjeaux (Aude) Benoît Favennec,Claire Faisandier,Cloé Bacle,Julien Chardonneau-Henneuse,Yves Galletet al. Datations « absolues » en archéologie : 8e séminaire scientifique et technique de l’Inrap, Lucile Beck; Marc Bouiron; Carine Carpentier; Richard Cottiaux; Emmanuelle Delqué-Količ; Sophie Féret, Dec 2024, Orsay, France. ⟨10.34692/6qeq-ga34⟩ Communication dans un congrès hal-04911150v1
GeoPlant: Spatial Plant Species Prediction Dataset Lukáš Picek,Christophe Botella,Maximilien Servajean,César Leblanc,Rémi Palardet al. 38. Conference on Neural Information Processing Systems, NeurIPS 2024, Dec 2024, Vancouver, Canada Communication dans un congrès hal-04852083v1
Overview of GeoLifeCLEF 2024: Species Composition Prediction with High Spatial Resolution at Continental Scale using Remote Sensing Lukáš Picek,Christophe Botella,Maximilien Servajean,César Leblanc,Rémi Palardet al. 15. Conference and Labs of the Evaluation Forum (CLEF 2024), Sep 2024, Grenoble, France. pp.1966-1977 Communication dans un congrès hal-04720817v1
INM-Explain -Expliquer les controverses médicales : Application au cas des interventions non médicamenteuses Jonathan Duckes,Audric Girondin,Maéva Maïo,Houria Sayah,Alya Zouzouet al. Journée Santé et IA @PFIA2024, Jul 2024, La Rochelle, France Communication dans un congrès lirmm-04825964v1
Overview of LifeCLEF 2024 Teaser : Challenges on Species Distribution Prediction and Identification Alexis Joly,Lukáš Picek,Stefan Kahl,Hervé Goëau,Vincent Espitalieret al. ECIR 2024 - 46. European Conference on Information Retrieval, Mar 2024, Glasgow, United Kingdom. pp.19-27, ⟨10.1007/978-3-031-56072-9_3⟩ Communication dans un congrès hal-04667635v1
Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification Alexis Joly,Lukáš Picek,Stefan Kahl,Hervé Goëau,Vincent Espitalieret al. 15. Conference and Labs of the Evaluation Forum (CLEF 2024), Sep 2024, Grenoble, France. pp.183-207, ⟨10.1007/978-3-031-71908-0_9⟩ Communication dans un congrès hal-04830385v1
Apprendre à classer des textes hospitaliers rédigés en anglais selon la classification CIM-9 avec une approche par budget Leonardo Moros,Sandra Bringay,Jérôme Azé,Pascal Poncelet,Maximilien Servajeanet al. EGC 2023 - 22e Conférence Extraction et Gestion des Connaissances, Jan 2023, Lyon, France. pp.337-344 Communication dans un congrès hal-04042425v1
Explaining controversy through community analysis on Twitter Samy Benslimane,Thomas Papastergiou,Jérôme Azé,Sandra Bringay,Caroline Molleviet al. IDEAS 2023 - 27th International Database Engineered Applications Symposium Conference, May 2023, Heraklion, Greece. pp.148-155, ⟨10.1145/3589462.3589480⟩ Communication dans un congrès lirmm-04185786v1
Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing Christophe Botella,Benjamin Deneu,Diego Marcos,Maximilien Servajean,Théo Larcheret al. 24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Sep 2023, Thessaloniki, Greece. pp.1954-1971 Communication dans un congrès hal-04322255v1
Learning to Classify Medical Discharge Summaries According to ICD-9 Leonardo Moros,Jérôme Azé,Sandra Bringay,Pascal Poncelet,Maximilien Servajeanet al. MIE 2023 - 33rd Medical Informatics Europe Conference, European Federation for Medical Informatics (EFMI); Swedish Federation for Medical Informatics (SFMI), May 2023, Gothenburg, Sweden. pp.773-777, ⟨10.3233/SHTI230264⟩ Communication dans un congrès hal-05044325v1
LifeCLEF 2023 teaser: Species Identification and Prediction Challenges Alexis Joly,Stefan Kahl,Lukáš Picek,Christophe Botella,Diego Marcoset al. ECIR 2023 - 45. European Conference on Information Retrieval, Jaap Kamps; Lorraine Goeuriot; Fabio Crestani; Maria Maistro; Hideo Joho; Brian Davis; Cathal Gurrin; Udo Kruschwitz; Annalina Caputo, Apr 2023, Dublin, Ireland. pp.568-576, ⟨10.1007/978-3-031-28241-6_65⟩ Communication dans un congrès hal-04204378v1
ICDiscovery : Aide à l'annotation par une méthode de budget pour le codage CIM-9 des textes hospitaliers Leonardo Moros,Jérôme Azé,Sandra Bringay,Pascal Poncelet,Maximilien Servajeanet al. EGC 2023 - 22e Conférence Extraction et Gestion des Connaissances, Jan 2023, Lyon, France. pp.605-612 Communication dans un congrès hal-04042457v1
Détection de la controverse : une approche basée sur les réseaux de neurones, appliquée aux graphes et aux textes Samy Benslimane,Jérôme Azé,Sandra Bringay,Caroline Mollevi,Maximilien Servajean CNIA 2023 - Conférence Nationale en Intelligence Artificielle, PFIA, Jul 2023, Strasbourg, France. pp.50-51 Communication dans un congrès lirmm-04155276v1
Panorama des outils de visualisation pour l'explicabilité en apprentissage profond pour le traitement automatique de la langue Alexis Delaforge,Jérôme Azé,Sandra Bringay,Arnaud Sallaberry,Maximilien Servajean CNIA 2023 - Conférence Nationale en Intelligence Artificielle, PFIA, Jul 2023, Strasbourg, France. pp.99-108 Communication dans un congrès lirmm-04155333v1
Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks César Leblanc,Alexis Joly,Titouan Lorieul,Maximilien Servajean,Pierre Bonnet CLEF 2022 Working Notes - 23. Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast, Sep 2022, Bologna, Italy. pp.2123-2150 Communication dans un congrès hal-03817452v1
Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction Alexis Joly,Hervé Goëau,Stefan Kahl,Lukáš Picek,Titouan Lorieulet al. CLEF 2022 - 13. International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2022, Bologna, Italy. pp.257-285, ⟨10.1007/978-3-031-13643-6_19⟩ Communication dans un congrès hal-03807746v1
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification Camille Garcin,Maximilien Servajean,Alexis Joly,Joseph Salmon ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.7208-7222 Communication dans un congrès hal-03828747v1
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction Alexis Joly,Hervé Goëau,Stefan Kahl,Lukáš Picek,Titouan Lorieulet al. ECIR 2022 - 44. European Conference on Information Retrieval Research, Apr 2022, Stavanger, Norway. pp.390-399, ⟨10.1007/978-3-030-99739-7_49⟩ Communication dans un congrès hal-03641389v1
Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic data Titouan Lorieul,Elijah Cole,Benjamin Deneu,Maximilien Servajean,Pierre Bonnetet al. CLEF 2022 Working Notes - 23. Conference and Labs of the Evaluation Forum, Sep 2022, Bologna, Italy. pp.1940-1956 Communication dans un congrès lirmm-03793595v1
Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution Camille Garcin,Alexis Joly,Pierre Bonnet,Jean-Christophe Lombardo,Antoine Affouardet al. NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual Conference, France. ⟨10.5281/zenodo.5645731⟩ Communication dans un congrès hal-03474556v2
How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology ? Benjamin Deneu,Alexis Joly,Pierre Bonnet,Maximilien Servajean,François Munoz ICPR 2020 - 25th International Conference on Pattern Recognition, Alberto Del Bimbo; Rita Cucchiara; Stan Sclaroff; Giovanni Maria Farinella; Tao Mei; Marco Bertini; Hugo Jair Escalante; Roberto Vezzani, Jan 2021, Online, Italy. pp.148-158, ⟨10.1007/978-3-030-68780-9_15⟩ Communication dans un congrès hal-03167637v1
Expliquer les prédictions des réseaux de neurones par l'exploration de l'espace de représentation et de la frontière de décision à l'aide d'EBBE-Text Alexis Delaforge,Jérôme Azé,Arnaud Sallaberry,Maximilien Servajean,Sandra Bringayet al. EGC 2021 - 21e Conférence Extraction et Gestion des Connaissances, Jan 2021, Montpellier, France. pp.485-492 Communication dans un congrès hal-03462935v1
Controversy Detection: a Text and Graph Neural Network Based Approach Samy Benslimane,Jérôme Azé,Sandra Bringay,Maximilien Servajean,Caroline Mollevi WISE 2021 - 22nd International Conference on Web Information Systems Engineering, Oct 2021, Melbourne, Australia. pp.339-354, ⟨10.1007/978-3-030-90888-1_26⟩ Communication dans un congrès hal-03464243v1
EBBE-Text : Visualisation de la frontière de décision des réseaux de neurones en classification automatique de textes Alexis Delaforge,Jérôme Azé,Arnaud Sallaberry,Maximilien Servajean,Sandra Bringayet al. EGC 2021 - 21e Conférence Extraction et Gestion des Connaissances, Jan 2021, Montpellier, France. pp.169-180 Communication dans un congrès hal-03462925v1
Overview of LifeCLEF 2021: an evaluation of Machine-Learning based Species Identification and Species Distribution Prediction Alexis Joly,Hervé Goëau,Stefan Kahl,Lukáš Picek,Titouan Lorieulet al. CLEF 2021 - 12th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2021, Online, France. pp.371-393, ⟨10.1007/978-3-030-85251-1_24⟩ Communication dans un congrès hal-03415990v1
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images Titouan Lorieul,Elijah Cole,Benjamin Deneu,Maximilien Servajean,Pierre Bonnetet al. CLEF 2021 Working Notes - 22nd Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Alexis Joly; Maria Maistro; Florina Piroi, Sep 2021, Bucarest, Romania. pp.1451-1462, ⟨10.1109/ICPR48806.2021.9412643⟩ Communication dans un congrès hal-03353487v1
LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges Alexis Joly,Hervé Goëau,Christophe Botella,Rafael Ruiz de Castaneda,Hervé Glotinet al. ECIR 2020 - 42nd European Conference on IR Research on Advances in Information Retrieval, Apr 2020, Lisboa, Portugal. pp.542-549, ⟨10.1007/978-3-030-45442-5_70⟩ Communication dans un congrès hal-02873670v1
Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF) Benjamin Deneu,Titouan Lorieul,Elijah Cole,Maximilien Servajean,Christophe Botellaet al. CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki, Greece Communication dans un congrès hal-02989077v1
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction Alexis Joly,Hervé Goëau,Stefan Kahl,Benjamin Deneu,Willem-Pier Vellingaet al. CLEF 2020 - 11. International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2020, Thessaloniki, Greece. pp.342-363, ⟨10.1007/978-3-030-58219-7_23⟩ Communication dans un congrès hal-02945382v1
Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction Alexis Joly,Hervé Goëau,Christophe Botella,Stefan Kahl,Maximilien Servajeanet al. CLEF 2019 - 10th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2019, Lugano, Switzerland. pp.387-401, ⟨10.1007/978-3-030-28577-7_29⟩ Communication dans un congrès hal-02281455v1
Attentive Conversation Modeling for Emotion Detection and Classification Waleed Ragheb,Jérôme Azé,Sandra Bringay,Maximilien Servajean SemEval 2019 - 13th International Workshop on Semantic Evaluation in NAACL-HLT, Jun 2019, Minneapolis, MN, United States. pp.251-255 Communication dans un congrès lirmm-02145395v1
Attentive Multi-stage Learning for Early Risk Detection of Signs of Anorexia and Self-harm on Social Media Waleed Ragheb,Jérôme Azé,Sandra Bringay,Maximilien Servajean CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland Communication dans un congrès lirmm-03525311v1
Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 Challenge Mathilde Negri,Maximilien Servajean,Benjamin Deneu,Alexis Joly CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland Communication dans un congrès hal-02392637v1
Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrences Christophe Botella,Maximilien Servajean,Pierre Bonnet,Alexis Joly Conference and Labs of the Evaluation Forum (CLEF 2019), Sep 2019, Lugano, Switzerland Communication dans un congrès hal-02190170v1
Pourquoi dois-je croire ta prédiction ? Comment expliquer les résultats d'une classification automatique de sentiments à partir de textes Waleed Ragheb,Jérôme Azé,Sandra Bringay,Maximilien Servajean IC 2019 - 30es Journées francophones d'Ingénierie des Connaissances, AFIA, Jul 2019, Toulouse, France. pp.112-124 Communication dans un congrès hal-02556888v1
LifeCLEF 2019: Biodiversity Identification and Prediction Challenges Alexis Joly,Hervé Goëau,Christophe Botella,Stefan Kahl,Marion Poupardet al. ECIR 2019 - 41st European Conference on IR Research, Apr 2019, Cologne, Germany. pp.275-282, ⟨10.1007/978-3-030-15719-7_37⟩ Communication dans un congrès hal-02273257v1
Evaluation of Deep Species Distribution Models using Environment and Co-occurrences Benjamin Deneu,Maximilien Servajean,Christophe Botella,Alexis Joly CLEF 2019 - 10th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2019, Lugano, Switzerland. pp.213-225, ⟨10.1007/978-3-030-28577-7_18⟩ Communication dans un congrès hal-02290310v1
Temporal Mood Variation: at the CLEF eRisk-2018 Tasks for Early Risk Detection on The Internet Waleed Ragheb,Bilel Moulahi,Jérôme Azé,Sandra Bringay,Maximilien Servajean CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France Communication dans un congrès lirmm-01989632v1
LIRMM@DEFT-2018 – Modèle de classification de la vectorisation des documents Waleed Ragheb,Bilel Moulahi,Sandra Bringay,Jérôme Azé,Maximilien Servajean DEFT: Défi Fouille de Textes, May 2018, Rennes, France Communication dans un congrès lirmm-02000139v1
Location-based species recommendation using co-occurrences and environment- GeoLifeCLEF 2018 challenge Benjamin Deneu,Maximilien Servajean,Christophe Botella,Alexis Joly CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France Communication dans un congrès hal-01913241v1
A Distributed Collaborative Filtering Algorithm Using Multiple Data Sources Mohamed Reda Bouadjenek,Esther Pacitti,Maximilien Servajean,Florent Masseglia,Amr Abbadi DBKDA: Advances in Databases, Knowledge, and Data Applications, May 2018, Nice, France Communication dans un congrès hal-01911684v1
ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing Maximilien Servajean,Alexis Joly,Dennis Shasha,Julien Champ,Esther Pacitti MM 2016 - 24th International Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.720-721, ⟨10.1145/2964284.2973820⟩ Communication dans un congrès hal-01373769v1
A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015 Julien Champ,Titouan Lorieul,Maximilien Servajean,Alexis Joly CLEF 2015 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France Communication dans un congrès hal-01182788v1
Exploiting Diversification in Gossip-Based Recommendation Maximilien Servajean,Esther Pacitti,Miguel Liroz-Gistau,Sihem Amer-Yahia,Amr El Abbadi Globe 2014 - 7th International Conference on Data Management in Cloud, Grid and P2P Systems, Sep 2014, Munich, Germany. pp.25-36, ⟨10.1007/978-3-319-10067-8_3⟩ Communication dans un congrès lirmm-01088730v1
Exploiting Diversification in Distributed Recommendation Maximilien Servajean,Esther Pacitti,Miguel Liroz-Gistau,Sihem Amer-Yahia,Amr El Abbadi BDA: Gestion de Données — Principes, Technologies et Applications, IMAG, Oct 2014, Autrans, France Communication dans un congrès lirmm-01177564v1
PlantRT : a Distributed Recommendation Tool for Citizen Science Maximilien Servajean,Esther Pacitti,Miguel Liroz-Gistau,Alexis Joly,Julien Champ BDA: Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. pp.48-50 Communication dans un congrès hal-01163819v1
Profile Diversity for Phenotyping Data Search and Recommendation Maximilien Servajean,Esther Pacitti,Sihem Amer-Yahia,Pascal Neveu BDA 2013 - 29e Journées Bases de Données Avancées, Oct 2013, Nantes, France Communication dans un congrès lirmm-00879575v1
Profile Diversity in Search and Recommendation Maximilien Servajean,Esther Pacitti,Sihem Amer-Yahia,Pascal Neveu SRS 2013 - 4th International Workshop on Social Recommender Systems, May 2013, Rio de Janeiro, Brazil. pp.973-980, ⟨10.1145/2487788.2488094⟩ Communication dans un congrès lirmm-00806676v1

Poster de conférence (3)

Usages de l’IAG dans l’enseignement supérieur : Enjeux et perspectives Axelle Abbadie,Adrien Lammoglia,Maximilien Servajean Ghislain Atemezing; Catherine Roussey. APIA 2024 - 10e Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle, Jul 2024, La Rochelle, France. AFIA-Association Française pour l'Intelligence Artificielle, Actes de la 10 ème Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle (APIA), pp.129-132, 2024, APIA-2024 Poster de conférence hal-04639471v1
Pl@ntNet, ten years of automatic plant identification and monitoring Alexis Joly,Antoine Affouard,Mathias Chouet,Benjamin Deneu,Joaquim Estopinanet al. IUCN - Congrès mondial de la nature, Sep 2021, Marseille, France. Poster de conférence hal-03343235v1
PlantRT : a Distributed and Diversified Recommendation Tool for Citizen Sciences Maximilien Servajean,Esther Pacitti,Miguel Liroz-Gistau,Alexis Joly,Julien Champ BDA 2014 - 30e Conférence sur la Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. , 2014 Poster de conférence lirmm-01088733v1

Chapitre d'ouvrage (1)

Overview of LifeCLEF 2025: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification Lukáš Picek,Stefan Kahl,Hervé Goëau,Lukáš Adam,Théo Larcheret al. Experimental IR Meets Multilinguality, Multimodality, and Interaction: 16th International Conference of the CLEF Association, CLEF 2025, 16089, Springer Nature Switzerland, pp.338-362, 2026, Lecture Notes in Computer Science, 978-3-032-04353-5. ⟨10.1007/978-3-032-04354-2_19⟩ Chapitre d'ouvrage hal-05408591v1

Pré-publication, Document de travail (4)

A SHAP-based controversy analysis through communities on Twitter Samy Benslimane,Thomas Papastergiou,Jérôme Azé,Sandra Bringay,Maximilien Servajeanet al. 2024 Pré-publication, Document de travail (preprint/prepublication) lirmm-04825925v1
The GeoLifeCLEF 2023 Dataset to evaluate plant species distribution models at high spatial resolution across Europe Christophe Botella,Benjamin Deneu,Diego Marcos,Maximilien Servajean,Joaquim Estopinanet al. 2023 Pré-publication, Document de travail hal-04152362v1
Participation of LIRMM / Inria to the GeoLifeCLEF 2020 challenge Benjamin Deneu,Maximilien Servajean,Pierre Bonnet,François Munoz,Alexis Joly 2020 Pré-publication, Document de travail hal-02989084v1
The GeoLifeCLEF 2020 Dataset Elijah Cole,Benjamin Deneu,Titouan Lorieul,Maximilien Servajean,Christophe Botellaet al. 2020 Pré-publication, Document de travail hal-02989062v1

Rapport (2)

Profile Diversity in Search and Recommendation Maximilien Servajean,Esther Pacitti,Sihem Amer-Yahia,Pascal Neveu RR-13002, Lirmm, University of Montpellier. 2013 Rapport lirmm-00794814v1
Profile Diversity for P2P Search and Recommendation Maximilien Servajean,Esther Pacitti,Sihem Amer-Yahia,Amr El Abbadi,Pascal Neveu RR-13017, Lirmm, University of Montpellier. 2013 Rapport lirmm-00829308v1

Thèse (2)

Recommandation diversifiée et distribuée pour les données scientifiques Maximilien Servajean Réseaux sociaux et d'information [cs.SI]. Université Montpellier II - Sciences et Techniques du Languedoc, 2014. Français. ⟨NNT : 2014MON20216⟩ Thèse tel-02179049v1
Recommandation Diversifiée et Distribuée pour les Données Scientifiques Maximilien Servajean Recherche d'information [cs.IR]. Université Montpellier 2, 2014. Français. ⟨NNT : ⟩ Thèse tel-01098191v1

Logiciel (3)

ThePlantGame Maximilien Servajean,Alexis Joly 2019 Logiciel hal-02096028v1
AttentiveEmocontext System at SemEval-2019 Task 3 for Emotional Classification in short Conversation Waleed Ragheb,Jérôme Azé,Sandra Bringay,Maximilien Servajean 2019, ⟨swh:1:dir:0ed7d0e1bac7175a9fca1173afbaf374e6befaf4;origin=https://hal.archives-ouvertes.fr/lirmm-02145404;visit=swh:1:snp:292d12d12813be9c44347573ace6d623c36f34c9;anchor=swh:1:rev:71ab4c4d055d4d3f395a43eed3dd95bbd52f87f4;path=/⟩ Logiciel lirmm-02145404v1
Temporal Mood Variation: at the CLEF eRisk-2018 Waleed Ragheb,Jérôme Azé,Sandra Bringay,Maximilien Servajean 2019, ⟨swh:1:dir:d65908210e715c25bb0dec531944fa547c85a884;origin=https://hal.archives-ouvertes.fr/lirmm-02145402;visit=swh:1:snp:fe94a4dcd263b247d4ceb8516ae9bde40366d6eb;anchor=swh:1:rev:f9943157bb2bbbca9e17ced2605889d47722702a;path=/⟩ Logiciel lirmm-02145402v1