| 2008 |
|---|
| 120 | EE | Lei Xu,
Kongqiao Wang:
Extracting Text Information for Content-Based Video Retrieval.
MMM 2008: 58-69 |
| 119 | EE | Lei Xu:
Bayesian Ying Yang System, Best Harmony Learning, and Gaussian Manifold Based Family.
WCCI 2008: 48-78 |
| 2007 |
|---|
| 118 | EE | Lei Xu,
Brendan Jennings:
Automating the Generation, Deployment and Application of Charging Schemes for Composed IMS Services.
Integrated Network Management 2007: 856-859 |
| 117 | EE | Jinqiao Wang,
Lingyu Duan,
Lei Xu,
Hanqing Lu,
Jesse S. Jin:
TV ad video categorization with probabilistic latent concept learning.
Multimedia Information Retrieval 2007: 217-226 |
| 116 | EE | Lei Xu,
Sheng Chen,
Lajos Hanzo:
EXIT Chart Analysis of Low-Complexity Bayesian Turbo Multiuser Detection for Rank-Deficient Multiple Antenna Aided OFDM.
VTC Fall 2007: 576-580 |
| 115 | EE | Lei Xu:
A Trend on Regularization and Model Selection in Statistical Learning: A Bayesian Ying Yang Learning Perspective.
Challenges for Computational Intelligence 2007: 365-406 |
| 114 | EE | Lei Xu:
One-Bit-Matching Theorem for ICA, Convex-Concave Programming on Polyhedral Set, and Distribution Approximation for Combinatorics.
Neural Computation 19(2): 546-569 (2007) |
| 113 | EE | Lei Xu:
A unified perspective and new results on RHT computing, mixture based learning, and multi-learner based problem solving.
Pattern Recognition 40(8): 2129-2153 (2007) |
| 112 | EE | Lei Xu:
Bayesian Ying Yang learning.
Scholarpedia 2(3): 1809 (2007) |
| 111 | EE | Lei Xu:
Rival penalized competitive learning.
Scholarpedia 2(8): 1810 (2007) |
| 2006 |
|---|
| 110 | EE | Lei Shi,
Lei Xu:
Comparative Investigation on Dimension Reduction and Regression in Three Layer Feed-Forward Neural Network.
ICANN (1) 2006: 51-60 |
| 109 | EE | Lei Shi,
Lei Xu:
Local Factor Analysis with Automatic Model Selection: A Comparative Study and Digits Recognition Application.
ICANN (2) 2006: 260-269 |
| 108 | EE | Chao-feng Li,
Lei Xu,
Shi-tong Wang:
A Comparative Study on Improved Fuzzy Support Vector Machines and Levenberg-Marquardt-Based BP Network.
ICIC (1) 2006: 73-82 |
| 107 | EE | Lei Xu,
Baihua Xiao,
Chunheng Wang,
Ruwei Dai:
A Novel Multistage Classification Strategy for Handwriting Chinese Character Recognition Using Local Linear Discriminant Analysis.
ICONIP (2) 2006: 31-39 |
| 106 | EE | Xiong Xie,
Weishi Zhang,
Lei Xu:
A Description Model to Support Knowledge Management.
IMSCCS (2) 2006: 433-436 |
| 105 | EE | Xuelei Hu,
Lei Xu:
A Comparative Study on Selection of Cluster Number and Local Subspace Dimension in the Mixture PCA Models.
ISNN (1) 2006: 1214-1221 |
| 104 | EE | Chao-feng Li,
Lei Xu,
Shi-tong Wang:
Hierarchical Extraction of Remote Sensing Data Based on Support Vector Machines and Knowledge Processing.
ISNN (2) 2006: 468-473 |
| 103 | EE | Shuang Tan,
Lei Xu,
Sheng Chen,
Lajos Hanzo:
Iterative Soft Interference Cancellation Aided Minimum Bit Error Rate Uplink Receiver Beamforming.
VTC Spring 2006: 17-21 |
| 102 | EE | Zhiyong Liu,
Hong Qiao,
Lei Xu:
Multisets mixture learning-based ellipse detection.
Pattern Recognition 39(4): 731-735 (2006) |
| 2005 |
|---|
| 101 | EE | Xiaoyuan Xie,
Baowen Xu,
Changhai Nie,
Liang Shi,
Lei Xu:
Configuration Strategies for Evolutionary Testing.
COMPSAC (2) 2005: 13-14 |
| 100 | EE | Lei Xu,
Baowen Xu,
Yanxiang He,
Hanwu Chen,
Qiaoming Zhu:
Research on the Analysis and Measurement for Testing Results of Web Applications.
CW 2005: 559-566 |
| 99 | EE | Lei Xu:
A5 problem solving paradigm: a unified perspective and new results on RHT computing, mixture based learning, and evidence combination.
GrC 2005: 70-77 |
| 98 | EE | Xiong Xie,
Weishi Zhang,
Lei Xu:
A Lightweight Description Model to Support Experience Management.
IAT 2005: 694-697 |
| 97 | | Lei Xu,
Baowen Xu:
Testing Web Applications Intelligently Based on Agent.
ICEIS (4) 2005: 194-199 |
| 96 | EE | Lei Xu:
One-Bit-Matching ICA Theorem, Convex-Concave Programming, and Combinatorial Optimization.
ISNN (1) 2005: 5-20 |
| 95 | EE | Lei Xu,
Baowen Xu,
Changhai Nie:
Testing and Fault Diagnosis for Web Application Compatibility Based on Combinatorial Method.
ISPA Workshops 2005: 619-626 |
| 94 | EE | Yujia An,
Xuelei Hu,
Lei Xu:
A Comparative Investigation on Model Selection in Binary Factor Analysis.
Foundations of Data Mining and knowledge Discovery 2005: 143-160 |
| 93 | EE | Lei Xu,
Baowen Xu,
Jixiang Jiang:
Testing web applications focusing on their specialties.
ACM SIGSOFT Software Engineering Notes 30(1): 10 (2005) |
| 92 | EE | Aik Choon Tan,
Daniel Q. Naiman,
Lei Xu,
Raimond L. Winslow,
Donald Geman:
Simple decision rules for classifying human cancers from gene expression profiles.
Bioinformatics 21(20): 3896-3904 (2005) |
| 91 | EE | Lei Xu,
Aik Choon Tan,
Daniel Q. Naiman,
Donald Geman,
Raimond L. Winslow:
Robust prostate cancer marker genes emerge from direct integration of inter-study microarray data.
Bioinformatics 21(20): 3905-3911 (2005) |
| 90 | EE | Jinwen Ma,
Zhiyong Liu,
Lei Xu:
A Further Result on the ICA One-Bit-Matching Conjecture.
Neural Computation 17(2): 331-334 (2005) |
| 89 | EE | Jinwen Ma,
Lei Xu:
Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture.
Neurocomputing 68: 105-129 (2005) |
| 2004 |
|---|
| 88 | EE | Lei Xu,
Baowen Xu:
A Framework for Web Applications Testing.
CW 2004: 300-305 |
| 87 | EE | Jinwen Ma,
Zhiyong Liu,
Lei Xu:
Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition.
IDEAL 2004: 684-689 |
| 86 | EE | Xuelei Hu,
Lei Xu:
Automatic Cluster Number Determination via BYY Harmony Learning.
ISNN (1) 2004: 828-833 |
| 85 | EE | Kai Chun Chiu,
Lei Xu:
Arbitrage pricing theory-based Gaussian temporal factor analysis for adaptive portfolio management.
Decision Support Systems 37(4): 485-500 (2004) |
| 84 | EE | Zhiyong Liu,
Kai Chun Chiu,
Lei Xu:
One-Bit-Matching Conjecture for Independent Component Analysis.
Neural Computation 16(2): 383-399 (2004) |
| 83 | EE | Xuelei Hu,
Lei Xu:
A comparative investigation on subspace dimension determination.
Neural Networks 17(8-9): 1051-1059 (2004) |
| 82 | EE | Jinwen Ma,
Taijun Wang,
Lei Xu:
A gradient BYY harmony learning rule on Gaussian mixture with automated model selection.
Neurocomputing 56: 481-487 (2004) |
| 2003 |
|---|
| 81 | | Okyay Kaynak,
Ethem Alpaydin,
Erkki Oja,
Lei Xu:
Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings
Springer 2003 |
| 80 | EE | Lei Xu,
Baowen Xu,
Zhenqiang Chen,
Jixiang Jiang,
Huowang Chen:
Regression Testing for Web Applications Based on Slicing.
COMPSAC 2003: 652-656 |
| 79 | EE | Baowen Xu,
Jianjiang Lu,
Yingzhou Zhang,
Lei Xu,
Huowang Chen,
Hongji Yang:
Parallel Algorithm for Mining Fuzzy Association Rules.
CW 2003: 288-293 |
| 78 | EE | Zhiyong Liu,
Kai Chun Chiu,
Lei Xu:
Local PCA for Strip Line Detection and Thinning.
EMMCVPR 2003: 21-34 |
| 77 | EE | Lei Xu,
Baowen Xu,
Zhenqiang Chen,
Huowang Chen:
Website Evolution Based on Statistic Data.
FTDCS 2003: 301-307 |
| 76 | EE | Baowen Xu,
Lei Xu,
Jixiang Jiang:
Applying Agent into Web Testing and Evolution.
GCC (1) 2003: 794-798 |
| 75 | EE | Ying Ding,
Weishi Zhang,
Lei Xu:
Collaboration-Based Architecture of Flexible Software Configuration Management System.
GCC (2) 2003: 183-186 |
| 74 | EE | Lei Xu,
Claus Pahl,
Dave Donnellan:
An Evaluation Technique for Content Interaction in Web-Based Teaching and Learning Environments.
ICALT 2003: 294-295 |
| 73 | EE | Lei Xu,
Baowen Xu,
Changhai Nie,
Huowang Chen,
Hongji Yang:
A Browser Compatibility Testing Method Based on Combinatorial Testing.
ICWE 2003: 310-313 |
| 72 | EE | Xuelei Hu,
Lei Xu:
A Comparative Study of Several Cluster Number Selection Criteria.
IDEAL 2003: 195-202 |
| 71 | EE | Bonnie Kit Yee Chan,
Wilson Wei Sheng Chu,
Lei Xu:
Empirical Comparison between Two Computational Strategies for Topological Self-Organization.
IDEAL 2003: 410-414 |
| 70 | EE | Jeong-Yon Shim,
Lei Xu:
Medical data mining model for oriental medicine via BYY Binary Independent Factor Analysis.
ISCAS (5) 2003: 717-720 |
| 69 | EE | Kai Chun Chiu,
Lei Xu:
Optimizing Financial Portfolios from the Perspective of Mining Temporal Structures of Stock Returns.
MLDM 2003: 266-275 |
| 68 | | Yiu-ming Cheung,
Lei Xu:
Dual multivariate auto-regressive modeling in state space for temporal signal separation.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 33(3): 386-398 (2003) |
| 67 | | Yiu-ming Cheung,
Lei Xu:
Correction to "dual multivariate auto-regressive modeling in state space for temporal signal separation".
IEEE Transactions on Systems, Man, and Cybernetics, Part B 33(5): 835-835 (2003) |
| 66 | EE | Zhiyong Liu,
Kai Chun Chiu,
Lei Xu:
Improved system for object detection and star/galaxy classification via local subspace analysis.
Neural Networks 16(3-4): 437-451 (2003) |
| 65 | EE | Lei Xu:
Data smoothing regularization, multi-sets-learning, and problem solving strategies.
Neural Networks 16(5-6): 817-825 (2003) |
| 64 | EE | Yiu-ming Cheung,
Lei Xu:
Further studies on temporal factor analysis: comparison and Kalman filter-based algorithm.
Neurocomputing 50: 87-103 (2003) |
| 63 | EE | Lei Xu:
BYY learning, regularized implementation, and model selection on modular networks with one hidden layer of binary units.
Neurocomputing 51: 277-301 (2003) |
| 62 | EE | Lei Xu:
Corrigendum to "BYY learning, regularized implementation, and model selection on modular networks with one hidden layer of binary units" [Neurocomputing 51 (2003) 277-301].
Neurocomputing 55(1-2): 405-406 (2003) |
| 61 | EE | Zhiyong Liu,
Lei Xu:
Topological local principal component analysis.
Neurocomputing 55(3-4): 739-745 (2003) |
| 60 | EE | Zhiyong Liu,
Kai Chun Chiu,
Lei Xu:
Strip line detection and thinning by RPCL-based local PCA.
Pattern Recognition Letters 24(14): 2335-2344 (2003) |
| 2002 |
|---|
| 59 | EE | Kai Chun Chiu,
Lei Xu:
Financial APT-Based Gaussian TFA Learning for Adaptive Portfolio Management.
ICANN 2002: 1019-1024 |
| 58 | EE | Zhiyong Liu,
Lei Xu:
On Convergence of an Iterative Factor Estimate Algorithm for the NFA Model.
ICANN 2002: 1025-1030 |
| 57 | EE | Lei Xu:
Mining Dependence Structures from Statistical Learning Perspective.
IDEAL 2002: 285-306 |
| 56 | EE | Kai Chun Chiu,
Lei Xu:
Stock Price and Index Forecasting by Arbitrage Pricing Theory-Based Gaussian TFA Learning.
IDEAL 2002: 366-371 |
| 55 | EE | Zhiyong Liu,
Lei Xu:
A Comparative Study on Three MAP Factor Estimate Approaches for NFA.
IDEAL 2002: 372-377 |
| 54 | | Kai Chun Chiu,
Lei Xu:
White Noise Tests and APT Economic Factor Syntheses Using Temporal Factor Analysis.
JCIS 2002: 1111-1114 |
| 53 | EE | Chuangyin Dang,
Lei Xu:
A Lagrange Multiplier and Hopfield-Type Barrier Function Method for the Traveling Salesman Problem.
Neural Computation 14(2): 303-324 (2002) |
| 52 | EE | Lei Xu:
BYY harmony learning, structural RPCL, and topological self-organizing on mixture models.
Neural Networks 15(8-9): 1125-1151 (2002) |
| 2001 |
|---|
| 51 | | Zhiyong Liu,
Lei Xu:
RPCL-Based Local PCA Algorithm.
ICDM 2001: 621-622 |
| 50 | | Lei Xu,
Yihe Sun,
Hongyi Chen:
Scan array solution for testing power and testing time.
ITC 2001: 652-659 |
| 49 | | Lei Xu,
Irwin King:
A PCA approach for fast retrieval of structural patterns in attributed graphs.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 31(5): 812-817 (2001) |
| 48 | | Lei Xu:
Best Harmony, Unified RPCL and Automated Model Selection for Unsupervised and Supervised Learning on Gaussian Mixtures, Three-Layer Nets and ME-RBF-SVM Models.
Int. J. Neural Syst. 11(1): 43-69 (2001) |
| 47 | | Jinwen Ma,
Lei Xu,
Michael I. Jordan:
Asymptotic Convergence Rate of the EM Algorithm for Gaussian Mixtures.
Neural Computation 12(12): 2881-2907 (2001) |
| 46 | EE | Chuangyin Dang,
Lei Xu:
A globally convergent Lagrange and barrier function iterative algorithm for the traveling salesman problem.
Neural Networks 14(2): 217-230 (2001) |
| 45 | EE | Yiu-ming Cheung,
Lei Xu:
Independent component ordering in ICA time series analysis.
Neurocomputing 41(1-4): 145-152 (2001) |
| 2000 |
|---|
| 44 | EE | Lei Xu:
Best Harmony Learning.
IDEAL 2000: 116-125 |
| 43 | EE | Yiu-ming Cheung,
Lei Xu:
A RPCL-Based Approach for Identification of Markov Model with Unknown Noise and Number of States.
IJCNN (4) 2000: 3-8 |
| 42 | EE | Xiaohui Yu,
Lei Xu:
Adaptive Improved Portfolio Sharpe Ratio Maximization with Diversification.
IJCNN (4) 2000: 472-478 |
| 41 | EE | Fung Yip,
Lei Xu:
An Application of Independent Component Analysis in the Arbitrage Pricing Theory.
IJCNN (5) 2000: 279-284 |
| 40 | EE | Yiu-ming Cheung,
Lei Xu:
Rival Penalized Competitive Learning Based Approach for Discrete-Valued Source Separation.
Int. J. Neural Syst. 10(6): 483-490 (2000) |
| 39 | EE | Chi Chiu Cheung,
Lei Xu:
Some global and local convergence analysis on the information-theoretic independent component analysis approach.
Neurocomputing 30(1-4): 79-102 (2000) |
| 1999 |
|---|
| 38 | | Kei Keung Hung,
Lei Xu:
Further study of adaptive supervised learning decision (ASLD) network in stock market.
NSIP 1999: 721-725 |
| 37 | | Ping Guo,
Chi Chiu Cheung,
Lei Xu:
Region number determination in automatic image segmentation based on BKYY model selection criterion.
NSIP 1999: 743-746 |
| 36 | | Yiu-ming Cheung,
Lei Xu:
The MSE reconstruction criterion for independent component ordering in ICA timeseries analysis.
NSIP 1999: 793-797 |
| 35 | EE | Ke Chen,
Lei Xu,
Huishen Chi:
Improved learning algorithms for mixture of experts in multiclass classification.
Neural Networks 12(9): 1229-1252 (1999) |
| 1998 |
|---|
| 34 | | Ho Yin Kwok,
Chi-Ming Chen,
Lei Xu:
Comparison between Mixture of ARMA and Mixture of AR Model with Application to Time Series Forecasting.
ICONIP 1998: 1049-1052 |
| 33 | | Wai Ching Wong,
Fung Yip,
Lei Xu:
Financial Prediction by Finite Mixture GARCH Model.
ICONIP 1998: 1351-1354 |
| 32 | | Jinwen Ma,
Lei Xu:
The Correct Convergence of the Rival Penalized Competitive Learning (RPCL) Algorithm.
ICONIP 1998: 239-242 |
| 31 | | Lei Xu:
Bayesian Ying-Yang System and Theory as a Unified Statistical Learning Approach (VII): Data Smoothing.
ICONIP 1998: 243-248 |
| 30 | | Lei Xu:
BKYY Three Layer Net Learning, EM-Like Algorithm, and Selection Criterion for Hidden Unit Number.
ICONIP 1998: 631-634 |
| 29 | | Wing-kai Lam,
Lei Xu:
An Experimental Comparison of the Bayesian Ying-Yang Criteria and Cross Validation on Experts Number Selection in Original and Alternative Model for Mixture of Experts.
ICONIP 1998: 71-74 |
| 28 | | Lei Xu:
Bayesian Ying-Yang System and Theory as a Unified Statistical Learning Approach: (V) Temporal Modeling for Temporal Perception and Control.
ICONIP 1998: 877-884 |
| 27 | | Lei Xu:
The Role of Statistical Theory in the Future Research on Brain-like Systems.
ICONIP 1998: 9-10 |
| 26 | | Yiu-ming Cheung,
Lei Xu:
Rival Penalized Competitive Learning Based Separator on Binary Sources Separation.
ICONIP 1998: 903-906 |
| 25 | | F. Y. Duan,
Irwin King,
Lai-Wan W. Chan,
Lei Xu:
Intra-Block Max-Min Algorithm for Embedding Robust Digital Watermark into Images.
Multimedia Information Analysis and Retrieval 1998: 255-264 |
| 24 | EE | Lei Xu:
RBF nets, mixture experts, and Bayesian Ying-Yang learning.
Neurocomputing 19(1-3): 223-257 (1998) |
| 23 | EE | Lei Xu,
Chi Chiu Cheung,
Shun-ichi Amari:
Learned parametric mixture based ICA algorithm.
Neurocomputing 22(1-3): 69-80 (1998) |
| 22 | EE | Lei Xu:
Bayesian Kullback Ying-Yang dependence reduction theory.
Neurocomputing 22(1-3): 81-111 (1998) |
| 1997 |
|---|
| 21 | | Lei Xu,
Chi Chiu Cheung,
Jiong Ruan,
Shun-ichi Amari:
Nonlinearity and separation capability: further justification for the ICA algorithm with mixture of densities.
ESANN 1997 |
| 20 | EE | Yiu-ming Cheung,
Wai-Man Leung,
Lei Xu:
Adaptive Rival Penalized Competitive Learning and Combined Linear Predictor Model for Financial Forecast and Investment.
Int. J. Neural Syst. 8(5-6): 517-534 (1997) |
| 19 | | Lei Xu:
Comparative Analysis on Convergence Rates of The EM Algorithm and Its Two Modifications for Gaussian Mixtures.
Neural Processing Letters 6(3): 69-76 (1997) |
| 18 | EE | Lei Xu:
Bayesian Ying-Yang machine, clustering and number of clusters.
Pattern Recognition Letters 18(11-13): 1167-1178 (1997) |
| 1995 |
|---|
| 17 | EE | Lei Xu:
A Unified Learning Scheme: Bayesian-Kullback Ying-Yang Machines.
NIPS 1995: 444-450 |
| 16 | EE | Heikki Kälviäinen,
Petri Hirvonen,
Lei Xu,
Erkki Oja:
Probabilistic and non-probabilistic Hough transforms: overview and comparisons.
Image Vision Comput. 13(4): 239-252 (1995) |
| 15 | EE | Michael I. Jordan,
Lei Xu:
Convergence results for the EM approach to mixtures of experts architectures.
Neural Networks 8(9): 1409-1431 (1995) |
| 1994 |
|---|
| 14 | | Heikki Kälviäinen,
Petri Hirvonen,
Lei Xu,
Erkki Oja:
Comparisons of Probabilistic and Non-probabilistic Hough Transforms.
ECCV (2) 1994: 351-360 |
| 13 | EE | Lei Xu,
Michael I. Jordan,
Geoffrey E. Hinton:
An Alternative Model for Mixtures of Experts.
NIPS 1994: 633-640 |
| 12 | EE | Lei Xu,
Adam Krzyzak,
Alan L. Yuille:
On radial basis function nets and kernel regression: Statistical consistency, convergence rates, and receptive field size.
Neural Networks 7(4): 609-628 (1994) |
| 1993 |
|---|
| 11 | EE | Alan L. Yuille,
Stelios M. Smirnakis,
Lei Xu:
Bayesian Self-Organization.
NIPS 1993: 1001-1008 |
| 10 | EE | Lei Xu:
Least mean square error reconstruction principle for self-organizing neural-nets.
Neural Networks 6(5): 627-648 (1993) |
| 1992 |
|---|
| 9 | EE | Lei Xu,
Alan L. Yuille:
Self-Organizing Rules for Robust Principal Component Analysis.
NIPS 1992: 467-474 |
| 8 | EE | Lei Xu,
Stan Klasa,
Alan L. Yuille:
Recent Advances on Techniques of Static Feedforward Networks with Supervised Learning.
Int. J. Neural Syst. 3(3): 253-290 (1992) |
| 7 | EE | Lei Xu,
Erkki Oja,
Ching Y. Suen:
Modified Hebbian learning for curve and surface fitting.
Neural Networks 5(3): 441-457 (1992) |
| 1991 |
|---|
| 6 | EE | Lei Xu,
Adam Krzyzak,
Erkki Oja:
Neural Nets for Dual Subspace Pattern Recognition Method.
Int. J. Neural Syst. 2(3): 169-184 (1991) |
| 1990 |
|---|
| 5 | | Lei Xu,
Erkki Oja:
Improved Simulated Annealing, Boltzmann Machine, and Attributed Graph Matching.
EURASIP Workshop 1990: 151-160 |
| 4 | EE | Lei Xu:
Adding Learned Expectation Into the Learning Procedure of Self-Organizing Maps.
Int. J. Neural Syst. 1(3): 269-283 (1990) |
| 3 | EE | Lei Xu,
Erkki Oja,
Pekka Kultanen:
A new curve detection method: Randomized Hough transform (RHT).
Pattern Recognition Letters 11(5): 331-338 (1990) |
| 1988 |
|---|
| 2 | | Lei Xu:
Structuring causal tree models with continuous variables.
Int. J. Approx. Reasoning 2(3): 346 (1988) |
| 1987 |
|---|
| 1 | EE | Lei Xu,
Judea Pearl:
Structuring Causal Tree Models with Continuous Variables.
UAI 1987: 209-222 |
