Concepedia

Katsuhiro Honda

KH

31

Publications

1.2K

Citations

18

H-Index

2001

Active since

Affiliations

Osaka Prefecture University(Current)

Kanadevia (Japan)

Katsuhiro Honda is an author at Osaka Prefecture University specializing in engineering, data science, and data mining.

Top concepts

EngineeringData MiningData ScienceKnowledge DiscoveryFuzzy LogicPattern RecognitionComputer ScienceStatisticsMachine LearningInformation Retrieval

Publications per year

2001–2020

31

Publications

31

Fuzzy clustering for categorical multivariate data

Chi-Hyon Oh, Katsuhiro Honda, H. Ichihashi · 2002 · 137 citations

Total Distance, Document Clustering, Fuzzy Logic +11

Regularized linear fuzzy clustering and probabilistic PCA mixture models

Katsuhiro Honda, H. Ichihashi · IEEE Transactions on Fuzzy Systems · 2005 · 125 citations

Fuzzy Logic, Image Analysis, Machine Learning +15

Fuzzy c-means clustering with regularization by K-L information

H. Ichihashi, Kiyotaka MIYAGISHI, Katsuhiro Honda · 2005 · 106 citations

Fuzzy Logic, Engineering, Mixture Distribution +10

Linear Fuzzy Clustering Techniques With Missing Values and Their Application to Local Principal Component Analysis

Katsuhiro Honda, H. Ichihashi · IEEE Transactions on Fuzzy Systems · 2004 · 96 citations

Fuzzy Correlation Matrices, Fuzzy Logic, Engineering +14

Fuzzy PCA-Guided Robust $k$-Means Clustering

Katsuhiro Honda, Akira Notsu, H. Ichihashi · IEEE Transactions on Fuzzy Systems · 2009 · 86 citations

Noise-clustering Approach, Fuzzy Logic, Clustering (Nuclear Physics) +15

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