Functional data clustering via information maximization
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2023.2215371
Abstract: A new method for clustering functional data is proposed via information maximization. The proposed method learns a probabilistic classifier in an unsupervised manner so that mutual information (or squared loss mutual information) between data points… read more here.
Keywords: information; method; functional data; via information ... See more keywords
Influential Nodes Identification in Complex Networks via Information Entropy
Sign Up to like & getrecommendations! Published in 2020 at "Entropy"
DOI: 10.3390/e22020242
Abstract: Identifying a set of influential nodes is an important topic in complex networks which plays a crucial role in many applications, such as market advertising, rumor controlling, and predicting valuable scientific publications. In regard to… read more here.
Keywords: information; information entropy; complex networks; influential nodes ... See more keywords