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Mots-clés

Classification Methods comparison Search and recommendation Prediction Recommendation Top-k Biodiversity Species identification LifeCLEF Model performance Artificial intelligence Environmental data Crowdsourcing Benchmark Plant identification Diversity Evaluation Citizen science Bird identification Machine learning
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Nombre de documents

37

Maximilien Servajean

Article dans une revue6 documents

  • 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⟩. ⟨hal-02937618⟩
  • 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⟩. ⟨hal-02973673⟩
  • 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⟩. ⟨lirmm-01703020⟩
  • 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⟩. ⟨hal-01629149⟩
  • 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⟩. ⟨lirmm-01177817⟩
  • 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⟩. ⟨lirmm-01079523⟩

Communication dans un congrès21 documents

  • 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⟩. ⟨hal-02945382⟩
  • 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. ⟨hal-02989077⟩
  • Alexis Joly, Hervé Goëau, Christophe Botella, Rafael Ruiz de Castaneda, Hervé Glotin, et al.. LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges. ECIR 2020 - 42nd European Conference on IR Research on Advances in Information Retrieval, Apr 2020, Lisbon, Portugal. pp.542-549, ⟨10.1007/978-3-030-45442-5_70⟩. ⟨hal-02873670⟩
  • 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. ⟨hal-02556888⟩
  • Waleed Ragheb, Jérôme Azé, Sandra Bringay, Maximilien Servajean. LIRMM-Advanse at SemEval-2019 Task 3: Attentive Conversation Modeling for Emotion Detection and Classification. SemEval: Semantic Evaluation in NAACL-HLT, Jun 2019, Minneapolis, MN, United States. pp.251-255. ⟨lirmm-02145395⟩
  • 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. ⟨hal-02190170⟩
  • 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. ⟨hal-02290310⟩
  • 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. ⟨hal-02392637⟩
  • 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⟩. ⟨hal-02273257⟩
  • 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⟩. ⟨hal-02281455⟩
  • Waleed Ragheb, Bilel Moulahi, Jérôme Azé, Sandra Bringay, Maximilien Servajean. Temporal Mood Variation: at the CLEF eRisk-2018 Tasks for Early Risk Detection on The Internet. Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France. ⟨lirmm-01989632⟩
  • Waleed Ragheb, Bilel Moulahi, Sandra Bringay, Jérôme Azé, Maximilien Servajean. LIRMM@DEFT-2018 – Modèle de classification de la vectorisation des documents. DEFT: Défi Fouille de Textes, May 2018, Rennes, France. ⟨lirmm-02000139⟩
  • 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. ⟨hal-01911684⟩
  • 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. ⟨hal-01913241⟩
  • 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⟩. ⟨hal-01373769⟩
  • 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. ⟨hal-01182788⟩
  • 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. ⟨hal-01163819⟩
  • 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⟩. ⟨lirmm-01088730⟩
  • 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. ⟨lirmm-01177564⟩
  • 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. ⟨lirmm-00879575⟩
  • 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⟩. ⟨lirmm-00806676⟩

Poster1 document

  • 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. ⟨lirmm-01088733⟩

Pré-publication, Document de travail2 documents

  • Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, François Munoz, Alexis Joly. Participation of LIRMM / Inria to the GeoLifeCLEF 2020 challenge. 2020. ⟨hal-02989084⟩
  • Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, et al.. The GeoLifeCLEF 2020 Dataset. 2020. ⟨hal-02989062⟩

Rapport2 documents

  • Maximilien Servajean, Esther Pacitti, Sihem Amer-Yahia, Pascal Neveu. Profile Diversity in Search and Recommendation. RR-13002, 2013. ⟨lirmm-00794814⟩
  • Maximilien Servajean, Esther Pacitti, Sihem Amer-Yahia, Amr El Abbadi, Pascal Neveu. Profile Diversity for P2P Search and Recommendation. RR-13017, 2013. ⟨lirmm-00829308⟩

Thèse2 documents

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

Logiciel3 documents