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.

[BibT_eX]

[DOI]

Alexis Delaforge

Jérôme Azé

Proceedings of the Extraction et Gestion des Connaissances, 2021

EBBE-Text : Visualisation de la frontière de décision des réseaux de neurones en classification automatique de textes.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2021

LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges.

[BibT_eX]

[DOI]

Rafael Luis Ruiz De Castaneda

Ivan Eggel

Henning Müller

Proceedings of the Advances in Information Retrieval, 2021

Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.

[BibT_eX]

[DOI]

Rafael Luis Ruiz De Castaneda

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

2020

The GeoLifeCLEF 2020 Dataset.

[BibT_eX]

[DOI]

CoRR, 2020

How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology?

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges.

[BibT_eX]

[DOI]

Rafael Luis Ruiz De Castaneda

Proceedings of the Advances in Information Retrieval, 2020

Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction.

[BibT_eX]

[DOI]

Rafael Luis Ruiz De Castañeda

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

Participation of LIRMM / Inria to the GeoLifeCLEF 2020 Challenge.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2020, 2020

Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF).

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Attention-based Modeling for Emotion Detection and Classification in Textual Conversations.

[BibT_eX]

[DOI]

CoRR, 2019

LIRMM-Advanse at SemEval-2019 Task 3: Attentive Conversation Modeling for Emotion Detection and Classification.

[BibT_eX]

[DOI]

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Pourquoi dois-je croire ta prédiction ? Comment expliquer les résultats d'une classification automatique de sentiments à partir de textes.

[BibT_eX]

[DOI]

Proceedings of the IC 2019: 30es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 30th French Knowledge Engineering Conference), 2019

LifeCLEF 2019: Biodiversity Identification and Prediction Challenges.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2019

Attentive Multi-stage Learning for Early Risk Detection of Signs of Anorexia and Self-harm on Social Media.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2019, 2019

Language Modeling in Temporal Mood Variation Models for Early Risk Detection on the Internet.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 Challenge.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2019, 2019

Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

Evaluation of Deep Species Distribution Models Using Environment and Co-occurrences.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

Overview of GeoLifeCLEF 2019: Plant Species Prediction using Environment and Animal Occurrences.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2019, 2019

2018

Non-parametric Bayesian annotator combination.

[BibT_eX]

[DOI]

Maximilien Servajean

Romain Chailan

Alexis Joly

Inf. Sci., 2018

A Distributed Collaborative Filtering Algorithm Using Multiple Data Sources.

[BibT_eX]

[DOI]

Mohamed Reda Bouadjenek

CoRR, 2018

LIRMM@DEFT-2018 - Modèle de classification de la vectorisation des documents (LIRMM DEFT-2018 - Document Vectorization Classification model ).

[BibT_eX]

[DOI]

Proceedings of the Actes de la Conférence CORIA-TALN-RJC - Volume 2, 2018

Temporal Mood Variation: at the CLEF eRisk-2018 Tasks for Early Risk Detection on The Internet.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2018, 2018

Location-based Species Recommendation using Co-occurrences and Environment- GeoLifeCLEF 2018 Challenge.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2018, 2018

2017

Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

2016

ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

2015

Increasing Coverage in Distributed Search and Recommendation with Profile Diversity.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2015

Profile Diversity for Query Processing using User Recommendations.

[BibT_eX]

[DOI]

Inf. Syst., 2015

A Comparative Study of Fine-grained Classification Methods in the Context of the LifeCLEF Plant Identification Challenge 2015.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Recommandation Diversifiée et Distribuée pour les Données Scientifiques. (Diversified and Distributed Recommendation for Scientific Data).

[BibT_eX]

[DOI]

Maximilien Servajean

PhD thesis, 2014

Exploiting Diversification in Gossip-Based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Data Management in Cloud, Grid and P2P Systems, 2014

2013

Profile diversity in search and recommendation.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Maximilien Servajean

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