2023

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LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Christophe Botella | Diego Marcos | Milan Sulc | Marek Hrúz | Titouan Lorieul | Sara Si Moussi | Maximilien Servajean | Benjamin Kellenberger | Elijah Cole | Andrew Durso | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Henning Müller
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part III

2022

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Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings
Stefan Kahl | Amanda Navine | Tom Denton | Holger Klinck | Patrick Hart | Hervé Glotin | Hervé Goëau | Willem-Pier Vellinga | Robert Planqué | Alexis Joly
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022

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Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Titouan Lorieul | Elijah Cole | Benjamin Deneu | Maximilien Servajean | Andrew Durso | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Amanda Navine | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Milan Sulc | Marek Hrúz
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings

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LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Titouan Lorieul | Elijah Cole | Benjamin Deneu | Maximilien Servajean | Andrew Durso | Isabelle Bolon | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Henning Müller | Milan Sulc
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II

2021

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Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Titouan Lorieul | Elijah Cole | Benjamin Deneu | Maximilien Servajean | Andrew Durso | Isabelle Bolon | Hervé Glotin | Robert Planqué | Rafael Luis Ruiz De Castaneda | Willem-Pier Vellinga | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings

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Overview of BirdCLEF 2021: Bird call identification in soundscape recordings
Stefan Kahl | Tom Denton | Holger Klinck | Hervé Glotin | Hervé Goëau | Willem-Pier Vellinga | Robert Planqué | Alexis Joly
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges
Alexis Joly | Hervé Goëau | Elijah Cole | Stefan Kahl | Lukás Picek | Hervé Glotin | Benjamin Deneu | Maximilien Servajean | Titouan Lorieul | Willem-Pier Vellinga | Pierre Bonnet | Andrew Durso | Rafael Luis Ruiz De Castaneda | Ivan Eggel | Henning Müller
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II

2020

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Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Benjamin Deneu | Maximilien Servajean | Elijah Cole | Lukás Picek | Rafael Luis Ruiz De Castañeda | Isabelle Bolon | Andrew Durso | Titouan Lorieul | Christophe Botella | Hervé Glotin | Julien Champ | Ivan Eggel | Willem-Pier Vellinga | Pierre Bonnet | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 11th International Conference of the CLEF Association, CLEF 2020, Thessaloniki, Greece, September 22-25, 2020, Proceedings

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Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments
Stefan Kahl | Mary Clapp | W. Alexander Hopping | Hervé Goëau | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Alexis Joly
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

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LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges
Alexis Joly | Hervé Goëau | Stefan Kahl | Christophe Botella | Rafael Luis Ruiz De Castaneda | Hervé Glotin | Elijah Cole | Julien Champ | Benjamin Deneu | Maximilien Servajean | Titouan Lorieul | Willem-Pier Vellinga | Fabian-Robert Stöter | Andrew Durso | Pierre Bonnet | Henning Müller
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part II

2019

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Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes
Stefan Kahl | Fabian-Robert Stöter | Hervé Goëau | Hervé Glotin | Bob Planqué | Willem-Pier Vellinga | Alexis Joly
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, September 9-12, 2019

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Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction
Alexis Joly | Hervé Goëau | Christophe Botella | Stefan Kahl | Maximilien Servajean | Hervé Glotin | Pierre Bonnet | Robert Planqué | Fabian-Robert Stöter | Willem-Pier Vellinga | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 10th International Conference of the CLEF Association, CLEF 2019, Lugano, Switzerland, September 9-12, 2019, Proceedings

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LifeCLEF 2019: Biodiversity Identification and Prediction Challenges
Alexis Joly | Hervé Goëau | Christophe Botella | Stefan Kahl | Marion Poupard | Maximilien Servajean | Hervé Glotin | Pierre Bonnet | Willem-Pier Vellinga | Robert Planqué | Jan Schlüter | Fabian-Robert Stöter | Henning Müller
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part II

2018

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Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification
Hervé Goëau | Stefan Kahl | Hervé Glotin | Bob Planqué | Willem-Pier Vellinga | Alexis Joly
Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Avignon, France, September 10-14, 2018

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Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI
Alexis Joly | Hervé Goëau | Christophe Botella | Hervé Glotin | Pierre Bonnet | Willem-Pier Vellinga | Robert Planqué | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, Proceedings

2017

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LifeCLEF Bird Identification Task 2017
Hervé Goëau | Hervé Glotin | Willem-Pier Vellinga | Bob Planqué | Alexis Joly
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017

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Audio Bird Classification with Inception-v4 extended with Time and Time-Frequency Attention Mechanisms
Antoine Sevilla | Hervé Glotin
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017

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LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges
Alexis Joly | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Pierre Bonnet | Willem-Pier Vellinga | Jean-Christophe Lombardo | Robert Planqué | Simone Palazzo | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Dublin, Ireland, September 11-14, 2017, Proceedings

2016

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Bag of MFCC-based Words for Bird Identification
Julien Ricard | Hervé Glotin
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016

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LifeCLEF Bird Identification Task 2016: The arrival of Deep learning
Hervé Goëau | Hervé Glotin | Willem-Pier Vellinga | Robert Planqué | Alexis Joly
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016

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LifeCLEF 2016: Multimedia Life Species Identification Challenges
Alexis Joly | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Pierre Bonnet | Willem-Pier Vellinga | Julien Champ | Robert Planqué | Simone Palazzo | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 7th International Conference of the CLEF Association, CLEF 2016, Évora, Portugal, September 5-8, 2016, Proceedings

2015

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LifeCLEF 2015: Multimedia Life Species Identification Challenges
Alexis Joly | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Pierre Bonnet | Willem-Pier Vellinga | Robert Planqué | Andreas Rauber | Simone Palazzo | Bob Fisher | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 6th International Conference of the CLEF Association, CLEF 2015, Toulouse, France, September 8-11, 2015, Proceedings

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LifeCLEF Bird Identification Task 2015
Hervé Goëau | Hervé Glotin | Willem-Pier Vellinga | Robert Planqué | Andreas Rauber | Alexis Joly
Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015

2014

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LifeCLEF: Multimedia life species identification
Alexis Joly | Henning Müller | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Andreas Rauber | Pierre Bonnet | Willem-Pier Vellinga | Robert B. Fisher | Robert Planqué
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, EMR@ICMR 2014, Glasgow, UK, April 1, 2014

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LifeCLEF 2014: Multimedia Life Species Identification Challenges
Alexis Joly | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Pierre Bonnet | Willem-Pier Vellinga | Robert Planqué | Andreas Rauber | Robert B. Fisher | Henning Müller
Information Access Evaluation. Multilinguality, Multimodality, and Interaction - 5th International Conference of the CLEF Initiative, CLEF 2014, Sheffield, UK, September 15-18, 2014. Proceedings

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Efficient Instance-based Fish Species Visual Identification by Global Representation
Pierre-Hugues Joalland | Sébastien Paris | Hervé Glotin
Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014

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LifeCLEF Bird Identication Task 2014
Hervé Goëau | Hervé Glotin | Willem-Pier Vellinga | Robert Planqué | Andreas Rauber | Alexis Joly
Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014

2012

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ZhaoHFUT at ImageCLEF 2012 Plant Identification Task
Peng Zheng | Zhong-Qiu Zhao | Hervé Glotin
CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17-20, 2012

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Participation of LSIS/DYNI to ImageCLEF 2012 Plant Images Classification Task
Sébastien Paris | Xanadu Halkias | Hervé Glotin
CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17-20, 2012

2011

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Indexing and querying segmented web pages: the BlockWeb Model
Emmanuel Bruno | Nicolas Faessel | Hervé Glotin | Jacques Le Maitre | Michel Scholl
2011 Volume 14 Issue 5-6

2010

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Linear SVM for new Pyramidal Multi-Level Visual only Concept Detection in CLEF 2010 Challenge
Sébastien Paris | Hervé Glotin
CLEF 2010 LABs and Workshops, Notebook Papers, 22-23 September 2010, Padua, Italy

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A matrix modular SVM robust to imbalanced data for efficient visual concept detection
Hervé Glotin | Zhong-Qiu Zhao | Jun Gao | Xindong Wu
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2010, Philadelphia, Pennsylvania, USA, March 29-31, 2010

2009

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LSIS Scaled Photo Annotations: Discriminant Features SVM versus Visual Dictionary based on Image Frequency
Zhong-Qiu Zhao | Hervé Glotin | Emilie Dumont
Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009

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Fast LSIS Profile Entropy Features for Robot Visual Self-Localization
Hervé Glotin | Zhong-Qiu Zhao | Emilie Dumont
Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009

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Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness
Hervé Glotin | Ali Fakeri-Tabrizi | Philippe Mulhem | Marin Ferecatu | Z. Zhao | Sabrina Tollari | Georges Quénot | Hichem Sahbi | Emilie Dumont | Patrick Gallinari
Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009

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A Fast Visual Word Frequency - Inverse Image Frequency for Detector of Rare Concepts
Emilie Dumont | Hervé Glotin | Sébastien Paris | Zhong-Qiu Zhao
Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers

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Recherche d'entités nommées dans les journaux radiophoniques par contextes hiérarchique et syntaxique
Azeddine Zidouni | Hervé Glotin | Mohamed Quafafou
COnférence en Recherche d'Infomations et Applications - CORIA 2009, 6th French Information Retrieval Conference, Presqu'île de Giens, France, May 5-7, 2009. Proceedings

2008

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Enhancing Visual Concept Detection by a Novel Matrix Modular Scheme on SVM
Zhong-Qiu Zhao | Hervé Glotin
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers

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Visual Affinity Propagation Improves Sub-topics Diversity without Loss of Precision in Web Photo Retrieval
Hervé Glotin | Zhong-Qiu Zhao
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers

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A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches
Sabrina Tollari | Philippe Mulhem | Marin Ferecatu | Hervé Glotin | Marcin Detyniecki | Patrick Gallinari | Hichem Sahbi | Zhong-Qiu Zhao
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers

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Profil Entropic Visual Features for Visual Concept Detection in CLEF 2008 Campaign
Hervé Glotin | Zhongqiu Zhao
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008

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Consortium AVEIR at ImageCLEFphoto 2008: on the Fusion of Runs
Sabrina Tollari | Marcin Detyniecki | Marin Ferecatu | Hervé Glotin | Philippe Mulhem | Massih-Reza Amini | Ali Fakeri-Tabrizi | Patrick Gallinari | Hichem Sahbi | Zhong-Qiu Zhao
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008

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Concept Content Based Wikipedia WEB Image Retrieval using CLEF VCDT 2008
Zhongqiu Zhao | Hervé Glotin
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008

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Affinity Propagation promoting Diversity in Visuo-entropic and Text Features for CLEF Photo Retrieval 2008 Campaign
Hervé Glotin | Zhongqiu Zhao
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008

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Recherche visuo-textuelle d'images sur le Web améliorée par sélection de la dimension
Sabrina Tollari | Hervé Glotin
COnférence en Recherche d'Infomations et Applications - CORIA 2008, 5th French Information Retrieval Conference, Trégastel, France, March 12-14, 2008. Proceedings

2007

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Web image retrieval on ImagEVAL: evidences on visualness and textualness concept dependency in fusion model
Sabrina Tollari | Hervé Glotin
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007

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