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en:talks [2018/09/14 19:48] – tdenoeuxen:talks [2023/10/31 04:27] – tdenoeux
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 ====== Talks ====== ====== Talks ======
-  * {{:en:utc_sept_2018.pdf|Introduction à l'apprentissage automatique}}, leçon inaugurale à l'UTC, 14 septembre 2018.+  * Sixth BFAS School on Belief Functions and Their Applications, Ishikawa, Japan, October 28--31, 2023: 
 +      * {{ :en:bfta2023_lecture1.pdf |Introduction to belief functions}} 
 +      * {{ :en:bfta2023_lecture2.pdf |Evidential clustering}} 
 +      * {{ :en:bfta2023_lecture3.pdf |Epistemic random fuzzy sets: Theory and Application to Machine Learning}} 
 +  * [[en:fuzzieee23|Random Fuzzy Sets: Theory and Application to Machine Learning. Tutorial at FUZZ-IEEE 2023]] 
 +  * {{ :en:sipta2023.pdf |Random fuzzy sets and belief functions. Application to machine learning,}} SIPTA Seminar, May 24, 2023. 
 +  * {{ :en:icodt2.pdf |Evidential Machine learning: Supervised and unsupervised learning using belief functions,}} Invited talk, 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2), May 25, 2022. 
 +  * {{ :en:gdr_isis_janv2022.pdf |Théorie des fonctions de croyance et apprentissage automatique}}, GdR ISIS, Journée  Apprentissage automatique multimodal et fusion d'informations, 19 janvier 2022. 
 +  * {{ :en:talk_lfa2021.pdf |Fonctions de croyance induites par des ensembles aléatoires flous : Un cadre général pour la représentation des informations floues et incertaines}}, Conférence LFA 2021, Paris, 22 octobre 2021. 
 +  * {{ :en:uestc2021.pdf |Evidential machine learning}}, seminar at the University of Electronic Science and Technology of China (UESTC), Chengdu, China, June 23, 2021. 
 +  * {{ :en:epistemic_feb2021.pdf |Random fuzzy sets: a general model of uncertainty}}. Invited talk, Virtual Conference on Epistemic Uncertainty in Engineering, February 15, 2021. 
 +  * {{ :en:sum2019.pdf |Belief functions and Machine Learning: A brief introduction}}. Tutorial at SUM 2019, Compiègne, France, December 16, 2019. 
 +  * Fifth BFAS School on Belief Functions and Their Applications, Sienna, Italy, October 27--31, 2019: 
 +     * {{:en:bfta2019_lecture1.pdf|Introduction to belief functions}} 
 +     * {{:en:bfta2019_lecture2.pdf|Methods for building belief functions}} 
 +     * {{ :en:bfta2019_lecture3.pdf |Classification and clustering}} 
 +  * {{:en:utc_sept_2018.pdf|Introduction à l'apprentissage automatique}}, leçon inaugurale à l'UTC, 14 septembre 2018. [[https://extra.u-picardie.fr/apiu-webtv/watch_video.php?v=NHNGANXW3B36|video]]
   * {{:en:cgckd2018_denoeux.pdf|A Fresh Look at some Machine Learning Techniques from the Perspective of Dempster-Shafer Theory}}, Invited talk, CGCKD 2018, Chengdu, China, August 11, 2018.   * {{:en:cgckd2018_denoeux.pdf|A Fresh Look at some Machine Learning Techniques from the Perspective of Dempster-Shafer Theory}}, Invited talk, CGCKD 2018, Chengdu, China, August 11, 2018.
   * {{:en:talk_isis2017.pdf|Evidential Clustering: Review and some New Developments}}, Invited talk, 18th International Symposium on Advanced Intelligent Systems (ISIS2017), October 11-14, 2017, Daegu, South Korea   * {{:en:talk_isis2017.pdf|Evidential Clustering: Review and some New Developments}}, Invited talk, 18th International Symposium on Advanced Intelligent Systems (ISIS2017), October 11-14, 2017, Daegu, South Korea
 +  * {{ :en:wuml2017.pdf |Frequency-calibrated belief functions}}, WUML/WPMSIIP workshop, Compiègne, September 11, 2017.
   * Fourth BFAS School on Belief Functions and Their Applications, Xi'An, China, July 5-9, 2017:   * Fourth BFAS School on Belief Functions and Their Applications, Xi'An, China, July 5-9, 2017:
      * {{:en:lecture1.pdf|Introduction to belief functions}}      * {{:en:lecture1.pdf|Introduction to belief functions}}
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   * {{:en:danang_nov_2016.pdf|Classification and clustering using belief functions}}. Duy Tan University, Da Nang, Vietnam, November 29, 2016.   * {{:en:danang_nov_2016.pdf|Classification and clustering using belief functions}}. Duy Tan University, Da Nang, Vietnam, November 29, 2016.
   * {{:en:tongji_july_2016.pdf|Classification and clustering using belief functions}}. Department of Computer Science and Technology, Tongji University,  Shanghai, China, July 7, 2016.   * {{:en:tongji_july_2016.pdf|Classification and clustering using belief functions}}. Department of Computer Science and Technology, Tongji University,  Shanghai, China, July 7, 2016.
-  * {{:en:mdod2015.pdf|Prediction of future observations using belief functions}}. Séminaire Mathématiques Discrètes, Optimisation et Décision, Université Paris I Panthéon-Sorbonne, 3 novembre 2015.+  * {{:en:mdod2015.pdf|Prediction of future observations using belief functions}}. Séminaire Mathématiques Discrètes, Optimisation et Décision, Université Paris I Panthéon-Sorbonne, 3 novembre 2015.
   * {{:en:xian2015.pdf|Classification and clustering using belief functions}}. School of Automation, Northwestern Polytechnical University, Xi'an, China, October 26, 2015 .   * {{:en:xian2015.pdf|Classification and clustering using belief functions}}. School of Automation, Northwestern Polytechnical University, Xi'an, China, October 26, 2015 .
   * {{:en:mdai2015.pdf|Statistical prediction using belief functions}}. Invited talk, 2th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2015), Skövde, Sweden, September 21, 2015.   * {{:en:mdai2015.pdf|Statistical prediction using belief functions}}. Invited talk, 2th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2015), Skövde, Sweden, September 21, 2015.

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