Overview Papers in Journals/Encyclopedia/Handbook
- Lei
Xu (2012), " On essential
topics of BYY harmony learning: Current status, challenging issues, and
gene analysis applications ", A special issue on Machine
learning and intelligence science: IScIDE (C),
Journal of Frontiers of Electrical and Electronic Engineering 7(1) (2012)
147–196.
- Lei Xu (2011),
"Codimensional matrix pairing perspective of BYY
harmony learning: hierarchy of bilinear systems, joint decomposition of
data-covariance, and applications of network biology", A special issue on Machine learning and
intelligence science: IScIDE2010 (A), Journal of Frontiers of Electrical
and Electronic Engineering in China 6(1) (2011) 86–119.
- Lei
Xu (2010), "Bayesian Ying-Yang system,
best harmony learning, and five action circling", A special issue on
Emerging Themes on Information Theory and Bayesian Approach, Journal of
Frontiers of Electrical and Electronic Engineering in China,
5(3):281–328, 2010.
- Lei Xu (徐雷)(2011),
机器学习之模型选择, <<10000个科学难题--信息科学卷>>, 科学出版社, pp642-646
- Lei
Xu and LI Yanda
(2010), "Emerging themes on information theory and
Bayesian approach". Journal
of Frontiers of Electrical and Electronic Engineering in China,
vol.5 no.3, 237-240.
- Lei
Xu (2009), "Learning Algorithms for RBF
Functions and Subspace Based Functions", Ch.3 in "Handbook of
Research on Machine Learning Applications and Trends: Algorithms, Methods
and Techniques", eds. by Olivas, Guerrero,
Sober, Benedito, & Lopez, IGI Global
publication, pp60-94.
- Lei
Xu (2008), “Independent
Subspaces” in Encyclopedia
of Artificial Intelligence, Edited
By: Juan Ramón, Rabuñal Dopico;
Julian Dorado; Alejandro Pazos, IGI Global (IGI) publishing company, pp903-912.
- Lei Xu and E..Oja (2008), “Randomized Hough Transform”
in Encyclopedia
of Artificial Intelligence, Edited
By: Juan Ramón, Rabuñal
Dopico; Julian Dorado; Alejandro Pazos, IGI
Global (IGI) publishing company, pp1354-1361.
- Lei Xu and Shun-ichi
Amari
(2008), “Combining Classifiers and Learning
Mixture-of-Experts” in Encyclopedia of Artificial
Intelligence, Edited By: Juan
Ramón, Rabuñal
Dopico; Julian Dorado; Alejandro Pazos, IGI
Global (IGI) publishing
company, pp318-326.
·
Lei Xu (2007), Bayesian Ying Yang Learning, In Scholarpedia,
no.18395, http://scholarpedia.org,
2007.
·
Lei Xu (2007), Rival Penalized Competitive Learning, In Scholarpedia,
no. 19850, http://scholarpedia.org,
2007.
- Lei
Xu (2002a), `` Ying-Yang learning",
The Handbook of Brain Theory and Neural Networks, 2nd ed., Michael A. Arbib, The MIT Press,
pp1231-1237, 2002.