Peg Howland

Generalizing discriminant analysis using the generalized singular value decomposition

Peg Howland, H. Park · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 363 citations

Data Classification, Image Analysis, Machine Learning +14

Dimension Reduction in Text Classification with Support Vector Machines

Hyunsoo Kim, Peg Howland, Haesun Park · 2005 · 212 citations

Engineering, Machine Learning, Computational Complexity +17

Structure Preserving Dimension Reduction for Clustered Text Data Based on the Generalized Singular Value Decomposition

Peg Howland, Moongu Jeon, Haesun Park · SIAM Journal on Matrix Analysis and Applications · 2003 · 176 citations

Engineering, Text Mining, Clustered Text Data +17

Solving the small sample size problem in face recognition using generalized discriminant analysis

Peg Howland, Jianlin Wang, Haesun Park · Pattern Recognition · 2005 · 119 citations

Face Detection, Sparse Representation, Image Analysis +10

Equivalence of Several Two-stage Methods for Linear Discriminant Analysis

Peg Howland, Haesun Park · 2004 · 16 citations