James O. Nyagilo

Publication Activity (10 Years)

Years Active: 2010-2015
Publications (10 Years): 0

Top Topics

Partial Least Squares Regression

Multi Component

Nonlinear Regression

Quantitative Analysis

Top Venues

Int. J. Data Min. Bioinform.

IEEE J. Biomed. Health Informatics

Publications

Shuo Li, James O. Nyagilo, Digant P. Dave, Wei Wang, Baoju Zhang, Jean Gao
Probabilistic partial least squares regression for quantitative analysis of Raman spectra. Int. J. Data Min. Bioinform. 11 (2) (2015)
Shuo Li, James O. Nyagilo, Digant P. Dave, Jean Gao
Models and Methods for Quantitative Analysis of Surface-Enhanced Raman Spectra. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Shuo Li, James O. Nyagilo, Digant P. Dave, Baoju Zhang, Xiaoyong Wu, Jean Gao
A Fast Multi-component Latent Variable Regression Framework for Quantitative Analysis of Surface-Enhanced Raman Spectra. ICMLA (1) (2013)
Shuo Li, James O. Nyagilo, Digant P. Dave, Baoju Zhang, Jean Gao
Eigenspectra, a robust regression method for multiplexed Raman spectra analysis. Int. J. Data Min. Bioinform. 7 (4) (2013)
Shuo Li, Jean Gao, James O. Nyagilo, Digant P. Dave
A New Continuum Regression Method for Quantitative Analysis of Raman Spectrum. ICMLA (1) (2012)
Shuo Li, James O. Nyagilo, Digant P. Dave, Jean Gao
CWT-PLSR for quantitative analysis of Raman spectrum. BIBM (2012)
Shuo Li, Jean Gao, James O. Nyagilo, Digant P. Dave
Probabilistic Partial Least Square Regression: A Robust Model for Quantitative Analysis of Raman Spectroscopy Data. BIBM (2011)
Shuo Li, Jean Gao, James O. Nyagilo, Digant P. Dave
Eigenspectra, a robust regression method for multiplexed Raman spectra analysis. BIBM (2010)