Lei Xu - Concepedia

Author

Lei Xu

Chinese University of Hong Kong ORCID

Also Known As

L Xu, L. Xu, LEI XU, Lei XU, Lei Xu, Leiming Xu, Lianghuo Xu, Linqing Xu, Longji Xu, Lu, Pei

348

Publications

8.6K

Citations

H-Index

188

Concepts

All Affiliations

Chinese University of Hong Kong Shanghai Jiao Tong University Peking University Lappeenranta-Lahti University of Technology

About

Lei Xu is an author at Chinese University of Hong Kong specializing in engineering, machine learning, and pattern recognition.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	33	71	6.6K
2	Business	5	5	127
3	Management	3	3	159
4	Education	2	2	82
5	Health Sciences	2	2	57

Lei Xu

101

Publications

7.8K

Citations

H-Index

Page 1

	Year	Citations
A new curve detection method: Randomized Hough transform (RHT) Lei Xu, Erkki Oja, Pekka Kultanen Pattern Recognition Letters Machine VisionImage AnalysisEngineeringPattern RecognitionField Robotics	1990	1K
On Convergence Properties of the EM Algorithm for Gaussian Mixtures Lei Xu, Michael I. Jordan Neural Computation Finite Gaussian MixturesStatistical Signal ProcessingMixture DistributionEngineeringMachine Learning	1996	759
Rival penalized competitive learning for clustering analysis, RBF net, and curve detection Lei Xu, Adam Krzyżak, Erkki Oja IEEE Transactions on Neural Networks EngineeringMachine LearningRpcl Outperforms FsclOptimization-based Data MiningImage Analysis	1993	611
Randomized Hough Transform (RHT): Basic Mechanisms, Algorithms, and Computational Complexities Lei Xu, Erkki Oja CVGIP Image Understanding Image AnalysisMachine VisionEngineeringEdge DetectionPattern Recognition	1993	443
Least mean square error reconstruction principle for self-organizing neural-nets Lei Xu Neural Networks Self-organizing SystemSelf-organizing Neural-netsMachine LearningEngineeringComputational Neuroscience	1993	345
Convergence results for the EM approach to mixtures of experts architectures Michael I. Jordan, Lei Xu Neural Networks Artificial IntelligenceModel OptimizationConvergence ResultsMachine LearningEngineering	1995	304
Modified Hebbian learning for curve and surface fitting Lei Xu, Erkki Oja, Ching Y. Suen Neural Networks Geometric ModelingModified HebbianMachine VisionImage AnalysisEngineering	1992	253
Probabilistic and non-probabilistic Hough transforms: overview and comparisons Heikki Kälviäinen, Petri Hirvonen, Lei Xu, Image and Vision Computing Machine VisionFeature DetectionImage AnalysisEngineeringPattern Recognition	1995	220
An Alternative Model for Mixtures of Experts Lei Xu, Michael I. Jordan, Geoffrey E. Hinton	1994	216
Bayesian Ying–Yang machine, clustering and number of clusters Lei Xu Pattern Recognition Letters Cluster DevelopmentData MiningKnowledge DiscoveryBayesian MethodsBayesian Ying–yang Machine	1997	149

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