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lirmm-00879575v1  Conference papers
Maximilien Servajean, Esther Pacitti, Sihem Amer-Yahia, Pascal Neveu. Profile Diversity for Phenotyping Data Search and Recommendation
BDA: Bases de Données Avancées, Oct 2013, Nantes, France
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hal-02989084v1  Preprints, Working Papers, ...
Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, François Munoz, Alexis Joly. Participation of LIRMM / Inria to the GeoLifeCLEF 2020 challenge
2020
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hal-02556888v1  Conference papers
Waleed Ragheb, Jérôme Azé, Sandra Bringay, Maximilien Servajean. Pourquoi dois-je croire ta prédiction ? Comment expliquer les résultats d'une classification automatique de sentiments à partir de textes
30es Journées Francophones d'Ingénierie des Connaissances (IC), AFIA, Jul 2019, Toulouse, France. pp.112-124
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hal-02945382v1  Conference papers
Alexis Joly, Hervé Goëau, Stefan Kahl, Benjamin Deneu, Willem-Pier Vellinga et al.  Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction
CLEF 2020 - 11th 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⟩
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tel-01098191v1  Theses
Maximilien Servajean. Recommandation Diversifiée et Distribuée pour les Données Scientifiques
Recherche d'information [cs.IR]. Université Montpellier 2, 2014. Français
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hal-01373769v1  Conference papers
Maximilien Servajean, Alexis Joly, Dennis Shasha, Julien Champ, Esther Pacitti. ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing
MM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.720-721, ⟨10.1145/2964284.2973820⟩
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hal-01629149v1  Journal articles
Maximilien Servajean, Alexis Joly, Dennis Shasha, Julien Champ, Esther Pacitti. Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 2017, 19 (6), pp.1376-1391. ⟨10.1109/TMM.2017.2653763⟩
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hal-01182788v1  Conference papers
Julien Champ, Titouan Lorieul, Maximilien Servajean, Alexis Joly. A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015
CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
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hal-01163819v1  Conference papers
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Alexis Joly, Julien Champ. PlantRT : a Distributed Recommendation Tool for Citizen Science
BDA: Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. pp.48-50
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lirmm-01088733v1  Poster communications
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Alexis Joly, Julien Champ. PlantRT : a Distributed and Diversified Recommendation Tool for Citizen Sciences
BDA: Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. 30ème Conférence sur la Gestion de Données — Principes, Technologies et Applications, 2014
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hal-02190170v1  Conference papers
Christophe Botella, Maximilien Servajean, Pierre Bonnet, Alexis Joly. Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrences
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
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hal-01911684v1  Conference papers
Mohamed Bouadjenek, Esther Pacitti, Maximilien Servajean, Florent Masseglia, Amr Abbadi. A Distributed Collaborative Filtering Algorithm Using Multiple Data Sources
DBKDA: Advances in Databases, Knowledge, and Data Applications, May 2018, Nice, France
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hal-02989077v1  Conference papers
Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella et al.  Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)
CLEF 2020 - 11th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2020, thessaloniki, Greece
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hal-02290310v1  Conference papers
Benjamin Deneu, Maximilien Servajean, Christophe Botella, Alexis Joly. Evaluation of Deep Species Distribution Models using Environment and Co-occurrences
CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
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hal-02392637v1  Conference papers
Mathilde Negri, Maximilien Servajean, Benjamin Deneu, Alexis Joly. Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 Challenge
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
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hal-02937618v1  Journal articles
Pierre Bonnet, Alexis Joly, Jean-Michel Faton, Susan Brown, David Kimiti et al.  How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools
Ecological Solutions and Evidence, Wiley, 2020, 1 (2), ⟨10.1002/2688-8319.12023⟩
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hal-01913241v1  Conference papers
Benjamin Deneu, Maximilien Servajean, Christophe Botella, Alexis Joly. Location-based species recommendation using co-occurrences and environment- GeoLifeCLEF 2018 challenge
Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
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lirmm-01703020v1  Journal articles
Maximilien Servajean, Romain Chailan, Alexis Joly. Non-parametric Bayesian annotator combination
Information Sciences, Elsevier, 2018, 436-437, pp.131-145. ⟨10.1016/j.ins.2018.01.020⟩
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hal-02273257v1  Conference papers
Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Marion Poupard et al.  LifeCLEF 2019: Biodiversity Identification and Prediction Challenges
ECIR 2019 - 41st European Conference on IR Research, Apr 2019, Cologne, Germany. pp.275-282, ⟨10.1007/978-3-030-15719-7_37⟩
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hal-02281455v1  Conference papers
Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Maximilien Servajean et al.  Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction
CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland. pp.387-401, ⟨10.1007/978-3-030-28577-7_29⟩
lirmm-01177817v1  Journal articles
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Sihem Amer-Yahia, Amr El Abbadi. Increasing Coverage in Distributed Search and Recommendation with Profile Diversity
Transactions on Large-Scale Data- and Knowledge-Centered Systems, Springer Berlin / Heidelberg, 2015, LNCS (9430), pp.115-144. ⟨10.1007/978-3-662-48567-5_4⟩
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lirmm-01088730v1  Conference papers
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Sihem Amer-Yahia, Amr El Abbadi. Exploiting Diversification in Gossip-Based Recommendation
Globe, Sep 2014, Munich, Germany. pp.25-36, ⟨10.1007/978-3-319-10067-8_3⟩
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lirmm-00806676v1  Conference papers
Maximilien Servajean, Esther Pacitti, Sihem Amer-Yahia, Pascal Neveu. Profile Diversity in Search and Recommendation
SRS: Social Recommender Systems (in conjunction WWW 2013), May 2013, Rio de Janeiro, Brazil. pp.973-980, ⟨10.1145/2487788.2488094⟩
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lirmm-01177564v1  Conference papers
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Sihem Amer-Yahia, Amr El Abbadi. Exploiting Diversification in Distributed Recommendation
BDA: Gestion de Données — Principes, Technologies et Applications, IMAG, Oct 2014, Autrans, France
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lirmm-01079523v1  Journal articles
Maximilien Servajean, Reza Akbarinia, Esther Pacitti, Sihem Amer-Yahia. Profile Diversity for Query Processing using User Recommendations
Information Systems, Elsevier, 2015, Information Systems, 48, pp.44-63. ⟨10.1016/j.is.2014.09.001⟩
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hal-02973673v1  Journal articles
Pierre Bonnet, Julien Champ, Hervé Goëau, Fabian-Robert Stöter, Benjamin Deneu et al.  Biodiversity Information Science and Standards 4: e58933 Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World Flora
Biodiversity Information Science and Standards, Sofia : Pensoft Publishers, 2017-, 2020, 4, ⟨10.3897/biss.4.58933⟩