Lei Xu

Cited by

	All	Since 2018
Citations	18096	4364
h-index	52	35
i10-index	219	99

1400

700

350

1050

199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202356 144 224 290 366 446 394 404 431 530 672 696 734 707 801 735 615 673 788 757 634 710 607 557 500 545 563 701 987 1385 182

Public access

View all

53 articles

59 articles

available

not available

Based on funding mandates

Co-authors

Erkki OjaProfessor of Computer Science and Engineering, Aalto UniversityVerified email at aalto.fi
SHIKUI TUDepartment of Computer Science and Engineering, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Alan YuilleProfessor of Cognitive Science and Computer Science, Johns Hopkins UniversityVerified email at jhu.edu
Zhi-Yong LiuAssociate Professor, Chinese Academy of SciencesVerified email at ia.ac.cn
Irwin KingThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Lei ShiTower Research CapitalVerified email at tower-research.com
Heikki KälviäinenProfessor of Computer Science and Engineering, Lappeenranta-Lahti University of Technology (LUT)Verified email at lut.fi
Xuelei HuResearch Fellow, University of QueenslandVerified email at uq.edu.au
Amari S*Verified email at brain.riken.jp
Geoffrey HintonEmeritus Prof. Comp Sci, U.Toronto & Engineering Fellow, GoogleVerified email at cs.toronto.edu
Chuangyin DangCity University of Hong KongVerified email at cityu.edu.hk
Ke ChenDepartment of Computer Science, The University of ManchesterVerified email at manchester.ac.uk
John SumProfessor, Institute of Technoglogy Management, National Chung Hsing UniversityVerified email at nchu.edu.tw
Judea PearlProfessor of Computer Science, University of California, Los AngelesVerified email at cs.ucla.edu
Lan DuProfessor of National Lab of Radar Signal Processing, Xidian UniversityVerified email at mail.xidian.edu.cn
Kazushi IKEDANara Institute of Science and TechnologyVerified email at is.naist.jp

Lei Xu

Zhiyuan Chair Professor, Dept. of Computer Sci. & Eng. Shanghai Jiao Tong Univ.

Verified email at cs.sjtu.edu.cn - Homepage

AI Machine Learning Neural Networks Bioinformatics Computational Health


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Methods of combining multiple classifiers and their applications to handwriting recognition L Xu, A Krzyzak, CY Suen IEEE transactions on systems, man, and cybernetics 22 (3), 418-435, 1992	3229	1992
A new curve detection method: randomized Hough transform (RHT) L Xu, E Oja, P Kultanen Pattern recognition letters 11 (5), 331-338, 1990	1651	1990
On convergence properties of the EM algorithm for Gaussian mixtures L Xu, MI Jordan Neural computation 8 (1), 129-151, 1996	1048	1996
Rival Penalized Competitive Learning, Clustering Analysis, RBF Nets and Curve Detection L Xu, A Krzyzak, E Oja Neural Networks, IEEE Transactions on 4 (4), pp636-649, 1993	877	1993
Randomized Hough transform (RHT): basic mechanisms, algorithms, and computational complexities L Xu, E Oja CVGIP: Image understanding 57 (2), 131-154, 1993	837	1993
Least mean square error reconstruction principle for self-organizing neural-nets L Xu Neural networks 6 (5), 627-648, 1993	428	1993
Convergence results for the EM approach to mixtures of experts architectures MI Jordan, L Xu Neural networks 8 (9), 1409-1431, 1995	423	1995
An alternative model for mixtures of experts L Xu, MI Jordan, GE Hinton Advances in neural information processing systems, 633-640, 1995	407*	1995
Probabilistic and non-probabilistic Hough transforms: overview and comparisons H Kälviäinen, P Hirvonen, L Xu, E Oja Image and vision computing 13 (4), 239-252, 1995	357	1995
Modified Hebbian learning for curve and surface fitting L Xu, E Oja, CY Suen Neural Networks 5 (3), 441-457, 1992	335	1992
Robust principal component analysis by self-organizing rules based on statistical physics approach L Xu, AL Yuille IEEE Transactions on Neural Networks 6 (1), 131-143, 1995	328	1995
Bayesian Ying–Yang machine, clustering and number of clusters L Xu Pattern Recognition Letters 18 (11-13), 1167-1178, 1997	207	1997
On radial basis function nets and kernel regression: statistical consistency, convergence rates, and receptive field size L Xu, A Krzyżak, A Yuille Neural Networks 7 (4), 609-628, 1994	184	1994
Improved learning algorithms for mixture of experts in multiclass classification K Chen, L Xu, H Chi Neural networks 12 (9), 1229-1252, 1999	155	1999
Best first strategy for feature selection L Xu, P Yan, T Chang 9th international conference on pattern recognition, 706,707,708-706,707,708, 1988	155	1988
Independent component ordering in ICA time series analysis Y Cheung, L Xu Neurocomputing 41 (1-4), 145-152, 2001	141	2001
BYY harmony learning, structural RPCL, and topological self-organizing on mixture models L Xu Neural Networks 15 (8-9), 1125-1151, 2002	129	2002
RBF nets, mixture experts, and Bayesian Ying–Yang learning L Xu Neurocomputing 19 (1-3), 223-257, 1998	129	1998
Asymptotic convergence rate of the EM algorithm for Gaussian mixtures J Ma, L Xu, MI Jordan Neural Computation 12 (12), 2881-2907, 2000	123	2000
Bayesian-Kullback coupled Ying-Yang machines: Unified learnings and new results on vector quantization L Xu Proceedings of ICONIP95, Oct 30-Nov 3, 1995, Beijing, China, 1995, 977-988, 1995	120*	1995

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors