PhyloParser: A Hybrid Algorithm for Extracting Phylogenies from Dendrograms

Implementation of machine learning in DNA barcoding for determining the plant family taxonomy

“…This human interpretation is limited to the bigger picture homogeneity of clusters. A computational method for interpreting the dendrogram may be able to parse out further details in the finer structures of the dendrogram [ 77 ], but this approach may be debatable. Finally, this research only uses a hierarchical clustering algorithm, any other algorithms like K-means [ 78 ], DBSCAN [ 79 ], Gaussian Mixture [ 80 ], etc.…”

Delineating Knowledge Domains in the Scientific Literature Using Visual Information

“…A number of studies have focused on mining the scienti c gures. Chart classi cation was well-studied by Futrelle et al [15], Shao et al [39], and Lee et al [29]. Recent studies have been focusing on the extraction of quantitative data from scienti c visualizations, including line charts [31,40], bar charts [3], and tables [13].…”

“…We classify the gures in each cluster to understand the visual composition of each cluster. We use the convolutional neural network classi er in [29] to categorize gures into ve categories:…”