Machine learning algorithms for dynamic Internet of Things

Autor: Boulegane, Dihia

Publikováno v: Machine Learning [cs.LG]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT048⟩

With the rapid growth of Internet-of-Things (IoT) devices and sensors, sources that are continuously releasing and curating vast amount of data at high pace in the form of stream. The ubiquitous data streams are essential for data driven decisionmaki

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2592::e4f00c385f0b854cc39082bd941e8701
https://tel.archives-ouvertes.fr/tel-03503316/file/97976_BOULEGANE_2021_archivage.pdf

Random forest for dissimilarity based multi-view learning : application to radiomics

Autor: Cao, Hongliu

The work of this thesis was initiated by a Radiomic learning problem. Radiomics is a medical discipline that aims at the large-scale analysis of data from traditional medical imaging to assist in the diagnosis and treatment of cancer. The main hypoth

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______166::6effdea9d9c12665f227d538edb906d6
https://theses.hal.science/tel-02434601

Ensemble Learning, Comparative Analysis and Further Improvements with Dynamic Ensemble Selection

Autor: Narassiguin, Anil

Publikováno v: Artificial Intelligence [cs.AI]. Université de Lyon, 2018. English. ⟨NNT : 2018LYSE1075⟩

Ensemble methods has been a very popular research topic during the last decade. Their success arises largely from the fact that they offer an appealing solution to several interesting learning problems, such as improving prediction accuracy, feature

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::0fbb16a9ada980d8f22bd05a57dbce9c
https://tel.archives-ouvertes.fr/tel-02146962

Effects of MAPP Compatibilization and Acetylation Treatment Followed by Hydrothermal Aging on Polypropylene Alfa Fiber Composites

Autor: Jean-Eudes Maigret, Amar Boukerrou, Noura Hamour, Johnny Beaugrand, Hocine Djidjelli

Publikováno v: International Journal of Polymer Science
International Journal of Polymer Science, Hindawi Publishing Corporation, 2015, ⟨10.1155/2015/451691⟩
International Journal of Polymer Science, Vol 2015 (2015)
International Journal of Polymer Science, 1-9. (2015)

This work investigates the effect of hydrothermal aging on the properties of polypropylene/alfa fiber composites. Hydrothermal aging was induced in an environmental testing chamber at 65°C and 75% relative humidity (RH) over a 1000 h period. At the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::806fab1f8a2d82a55f3af3018f506e49
https://hal.archives-ouvertes.fr/hal-01269442/document

Influence of the variation of geometrical and topological traits on light interception efficiency of apple trees: sensitivity analysis and metamodelling for ideotype definition

Autor: David Da Silva, Robert Faivre, Evelyne Costes, Liqi Han

Publikováno v: Annals of Botany
Annals of Botany, Oxford University Press (OUP), 2014, 114 (4), pp.739-752. ⟨10.1093/aob/mcu034⟩
Annals of Botany, 2014, 114 (4), pp.739-752. ⟨10.1093/aob/mcu034⟩
Annals of Botany 4 (114), 739-752. (2014)

Background and Aims The impact of a fruit tree's architecture on its performance is still under debate, especially with regard to the definition of varietal ideotypes and the selection of architectural traits in breeding programmes. This study aimed

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cef55b6ee688e883c13deaeab80d8aae
https://hal.archives-ouvertes.fr/hal-01123080v2/document