Identification of candidate genes associated with double flowers via integrating BSA-seq and RNA-seq in Brassica napus

X Ma, L Fan, S Ye, Y Chen, Y Huang, L Wu, L Zhao… - BMC genomics, 2024 - Springer
Abstract As a Brassica crop, Brassica napus typically has single flowers that contain four
petals. The double-flower phenotype of rapeseed has been a desirable trait in China …

pivmet: Pivotal methods for Bayesian relabelling and k-means clustering

L Egidi, R Pappadà, F Pauli, N Torelli - arXiv preprint arXiv:2103.16948, 2021 - arxiv.org
The identification of groups' prototypes, ie elements of a dataset that represent different
groups of data points, may be relevant to the tasks of clustering, classification and mixture …

Consensus clustering via pivotal methods

L Egidi, R Pappada, F Pauli, N Torelli - … /UNIVERSITÀ DEGLI STUDI DI …, 2019 - arts.units.it
We propose an approach to the cluster ensemble problem based on pivotal units extracted
from a co-association matrix. It can be seen as a modified version of K-means method, which …

[PDF][PDF] Pivotal seeding for K-means based on clustering ensembles

L Egidi, R Pappada, F Pauli, N Torelli - Smart Statistics for Smart …, 2019 - researchgate.net
Despite its large use, one major limitation of K-means algorithm is the impact of the initial
seeding on the final partition. We propose a modified version, using the information …