Lei Xu

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SHIKUI TUDepartment of Computer Science and Engineering, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Erkki OjaProfessor of Computer Science and Engineering, Aalto UniversityVerified email at aalto.fi
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Zhi-Yong LiuAssociate Professor, Chinese Academy of SciencesVerified email at ia.ac.cn
Alan YuilleProfessor of Cognitive Science and Computer Science, Johns Hopkins UniversityVerified email at jhu.edu
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
Geoffrey HintonEmeritus Prof. Computer Science, University of TorontoVerified email at cs.toronto.edu
Amari S*Verified email at brain.riken.jp
Ke ChenDepartment of Computer Science, The University of ManchesterVerified email at manchester.ac.uk
Chuangyin DangCity University of Hong KongVerified email at cityu.edu.hk
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


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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	3349	1992
A new curve detection method: randomized Hough transform (RHT) L Xu, E Oja, P Kultanen Pattern recognition letters 11 (5), 331-338, 1990	1743	1990
On convergence properties of the EM algorithm for Gaussian mixtures L Xu, MI Jordan Neural computation 8 (1), 129-151, 1996	1130	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	888	1993
Randomized Hough transform (RHT): basic mechanisms, algorithms, and computational complexities L Xu, E Oja CVGIP: Image understanding 57 (2), 131-154, 1993	870	1993
Least mean square error reconstruction principle for self-organizing neural-nets L Xu Neural networks 6 (5), 627-648, 1993	456	1993
Convergence results for the EM approach to mixtures of experts architectures MI Jordan, L Xu Neural networks 8 (9), 1409-1431, 1995	448	1995
An alternative model for mixtures of experts L Xu, MI Jordan, GE Hinton Advances in neural information processing systems, 633-640, 1995	441*	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	361	1995
Modified Hebbian learning for curve and surface fitting L Xu, E Oja, CY Suen Neural Networks 5 (3), 441-457, 1992	342	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	335	1995
Bayesian Ying–Yang machine, clustering and number of clusters L Xu Pattern Recognition Letters 18 (11-13), 1167-1178, 1997	216	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	187	1994
Improved learning algorithms for mixture of experts in multiclass classification K Chen, L Xu, H Chi Neural networks 12 (9), 1229-1252, 1999	184	1999
Interactiongraphnet: A novel and efficient deep graph representation learning framework for accurate protein–ligand interaction predictions D Jiang, CY Hsieh, Z Wu, Y Kang, J Wang, E Wang, B Liao, C Shen, L Xu, ... Journal of medicinal chemistry 64 (24), 18209-18232, 2021	173	2021
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	162	1988
Independent component ordering in ICA time series analysis Y Cheung, L Xu Neurocomputing 41 (1-4), 145-152, 2001	148	2001
Continental drought monitoring using satellite soil moisture, data assimilation and an integrated drought index L Xu, P Abbaszadeh, H Moradkhani, N Chen, X Zhang Remote Sensing of Environment 250, 112028, 2020	142	2020
Causal inference K Kuang, L Li, Z Geng, L Xu, K Zhang, B Liao, H Huang, P Ding, W Miao, ... Engineering 6 (3), 253-263, 2020	141	2020
Hydrodynamics, sediment transport and morphological features at the confluence between the Yangtze River and the Poyang Lake S Yuan, H Tang, K Li, L Xu, Y Xiao, C Gualtieri, C Rennie, B Melville Water Resources Research 57 (3), e2020WR028284, 2021	134	2021

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