Jinwen Ma

Chonglun Fang, Wei Jin, Jinwen Ma: k^′-Means algorithms for clustering analysis with frequency sensitive discrepancy metrics. Pattern Recognition Letters 34(5): 580-586 (2013)

Yongsheng Dong, Jinwen Ma: Bayesian Texture Classification Based on Contourlet Transform and BYY Harmony Learning of Poisson Mixtures. IEEE Transactions on Image Processing 21(3): 909-918 (2012)

Yongsheng Dong, Jinwen Ma: Statistical Contourlet Subband Characterization for Texture Image Retrieval. ICIC (2) 2012: 495-502

Yongsheng Dong, Jinwen Ma: An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence. ISNN (2) 2012: 46-55

Xiaowu Li, Chunlai Mu, Jinwen Ma, Linke Hou: Fifth-order iterative method for finding multiple roots of nonlinear equations. Numerical Algorithms 57(3): 389-398 (2011)

Yan Yang, Jinwen Ma: Asymptotic Convergence Properties of the EM Algorithm for Mixture of Experts. Neural Computation 23(8): 2140-2168 (2011)

Yongsheng Dong, Jinwen Ma: Wavelet-Based Image Texture Classification Using Local Energy Histograms. IEEE Signal Process. Lett. 18(4): 247-250 (2011)

Yanqiao Zhu, Fuhai Li, Derek Cridebring, Jinwen Ma, Stephen T. C. Wong, Tegy J. Vadakkan, Mei Zhang, John Landua, Wei Wei, Mary E. Dickinson, Jeffrey M. Rosen, Michael T. Lewis: Coupling Oriented Hidden Markov Random Field Model with Local Clustering for Segmenting Blood Vessels and Measuring Spatial Structures in Images of Tumor Microenvironment. BIBM 2011: 352-357

Yongsheng Dong, Jinwen Ma: Texture Classification Based on Contourlet Subband Clustering. ICIC (2) 2011: 421-426

Yongsheng Dong, Jinwen Ma: Contourlet-Based Texture Classification with Product Bernoulli Distributions. ISNN (2) 2011: 9-18

Hongyan Wang, Jinwen Ma: Simultaneous Model Selection and Feature Selection via BYY Harmony Learning. ISNN (2) 2011: 47-56

Chonglun Fang, Jinwen Ma: A Fixed-Point EM Algorithm for Straight Line Detection. ISNN (2) 2011: 136-143

Yan Yang, Jinwen Ma: An Efficient EM Approach to Parameter Learning of the Mixture of Gaussian Processes. ISNN (2) 2011: 165-174

Xiaowu Li, Chunlai Mu, Jinwen Ma, Chan Wang: Sixteenth-order method for nonlinear equations. Applied Mathematics and Computation 215(10): 3754-3758 (2010)

Fuhai Li, Xiaobo Zhou, Jinwen Ma, Stephen T. C. Wong: Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis. IEEE Trans. Med. Imaging 29(1): 96-105 (2010)

Fei Ge, Jinwen Ma: An Efficient Pairwise Kurtosis Optimization Algorithm for Independent Component Analysis. ICIC (3) 2010: 94-101

Yanqiao Zhu, Jinwen Ma: A Stage by Stage Pruning Algorithm for Detecting the Number of Clusters in a Dataset. ICIC (1) 2010: 222-229

Wei Wang, Jinwen Ma: Density Based Merging Search of Functional Modules in Protein-Protein Interaction (PPI) Networks. ICIC (1) 2010: 634-641

Jinwen Ma, Jianfeng Liu, Zhijie Ren: Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning. Pattern Recognition 42(11): 2659-2670 (2009)

Chonglun Fang, Jinwen Ma: A Novel k'-Means Algorithm for Clustering Analysis. BMEI 2009: 1-5

Lin Wang, Jinwen Ma: A Kurtosis and Skewness Based Criterion for Model Selection on Gaussian Mixture. BMEI 2009: 1-5

Yan Yang, Jinwen Ma: A Single Loop EM Algorithm for the Mixture of Experts Architecture. ISNN (2) 2009: 959-968

Lei Li, Jinwen Ma: A BYY scale-incremental EM algorithm for Gaussian mixture learning. Applied Mathematics and Computation 205(2): 832-840 (2008)

Wei Xiong, Zhibin Cai, Jinwen Ma: ADSRPCL-SVM Approach to Informative Gene Analysis. Genomics, Proteomics & Bioinformatics 6(2): 83-90 (2008)

Fuhai Li, Xiaobo Zhou, Jinmin Zhu, Weiming Xia, Jinwen Ma, Stephen T. C. Wong: Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals. Neuroinformatics 6(2): 97-108 (2008)

Jinwen Ma, Xuefeng He: A fast fixed-point BYY harmony learning algorithm on Gaussian mixture with automated model selection. Pattern Recognition Letters 29(6): 701-711 (2008)

Hengyu Wang, Lei Li, Jinwen Ma: The Competitive EM Algorithm for Gaussian Mixtures with BYY Harmony Criterion. ICIC (1) 2008: 552-560

Jinwen Ma, Lei Li: Automatic Straight Line Detection through Fixed-Point BYY Harmony Learning. ICIC (1) 2008: 569-576

Fei Ge, Jinwen Ma: Analysis of the Kurtosis-Sum Objective Function for ICA. ISNN (1) 2008: 579-588

Zhijie Ren, Jinwen Ma: BYY Harmony Learning on Weibull Mixture with Automated Model Selection. ISNN (1) 2008: 589-599

Lei Li, Jinwen Ma: A BYY Split-and-Merge EM Algorithm for Gaussian Mixture Learning. ISNN (1) 2008: 600-609

Gang Chen, Lei Li, Jinwen Ma: A Gradient BYY Harmony Learning Algorithm for Straight Line Detection. ISNN (1) 2008: 618-626

Jinwen Ma, Jianfeng Liu: The BYY annealing learning algorithm for Gaussian mixture with automated model selection. Pattern Recognition 40(7): 2029-2037 (2007)

Jianfeng Liu, Jinwen Ma: An Adaptive Gradient BYY Learning Rule for Poisson Mixture with Automated Model Selection. ICIC (1) 2007: 1059-1069

Kai Huang, Le Wang, Jinwen Ma: Efficient Training of RBF Networks Via the BYY Automated Model Selection Learning Algorithms. ISNN (1) 2007: 1183-1192

Liangliang Wang, Jinwen Ma: Informative Gene Set Selection Via Distance Sensitive Rival Penalized Competitive Learning and Redundancy Analysis. ISNN (1) 2007: 1227-1236

Xuefeng He, Jun Yan, Jinwen Ma, Ning Liu, Zheng Chen: Query topic detection for reformulation. WWW 2007: 1187-1188

Jinwen Ma, Le Wang: BYY Harmony Learning on Finite Mixture: Adaptive Gradient Implementation and A Floating RPCL Mechanism. Neural Processing Letters 24(1): 19-40 (2006)

Jinwen Ma, Dengpan Gao, Fei Ge, Shun-ichi Amari: A One-Bit-Matching Learning Algorithm for Independent Component Analysis. ICA 2006: 173-180

Jinwen Ma, Zhe Chen, Shun-ichi Amari: Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition. ICA 2006: 838-845

Zhe Chen, Jinwen Ma: Contrast Functions for Non-circular and Circular Sources Separation in Complex-Valued ICA. IJCNN 2006: 465-472

Jinwen Ma: Automated Model Selection (AMS) on Finite Mixtures: A Theoretical Analysis. IJCNN 2006: 4139-4145

Jinwen Ma, Bin Cao: The Mahalanobis Distance Based Rival Penalized Competitive Learning Algorithm. ISNN (1) 2006: 442-447

Zhiwu Lu, Jinwen Ma: A Gradient Entropy Regularized Likelihood Learning Algorithm on Gaussian Mixture with Automatic Model Selection. ISNN (1) 2006: 464-469

Jinwen Ma, Lei Xu: Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture. Neurocomputing 68: 105-129 (2005)

Dengpan Gao, Jinwen Ma, QianSheng Cheng: An alternative switching criterion for independent component analysis (ICA). Neurocomputing 68: 267-272 (2005)

Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng: Conjugate and natural gradient rules for BYY harmony learning on Gaussian mixture with automated model selection. IJPRAI 19(5): 701-713 (2005)

Jinwen Ma, Zhiyong Liu, Lei Xu: A Further Result on the ICA One-Bit-Matching Conjecture. Neural Computation 17(2): 331-334 (2005)

Jinwen Ma, Shuqun Fu: On the correct convergence of the EM algorithm for Gaussian mixtures. Pattern Recognition 38(12): 2602-2611 (2005)

Fuhai Li, Jinwen Ma, Dezhi Huang: MFCC and SVM Based Recognition of Chinese Vowels. CIS (2) 2005: 812-819

Jinwen Ma, Fei Ge, Dengpan Gao: Two Adaptive Matching Learning Algorithms for Independent Component Analysis. CIS (1) 2005: 915-920

Jinwen Ma, Qi-Cai He: A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection. IDEAL 2005: 203-210

Zhiwu Lu, QianSheng Cheng, Jinwen Ma: A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection. IDEAL 2005: 250-257

Jun Luo, Jinwen Ma: A Multi-population chi² Test Approach to Informative Gene Selection. IDEAL 2005: 406-413

Jinwen Ma, Fuhai Li, Jianfeng Liu: Non-parametric Statistical Tests for Informative Gene Selection. ISNN (3) 2005: 697-702

Fei Ge, Jinwen Ma: An Information Criterion for Informative Gene Selection. ISNN (3) 2005: 703-708

Dengpan Gao, Jinwen Ma, QianSheng Cheng: A Step by Step Optimization Approach to Independent Component Analysis. ISNN (1) 2005: 955-960

Jinwen Ma, Taijun Wang, Lei Xu: A gradient BYY harmony learning rule on Gaussian mixture with automated model selection. Neurocomputing 56: 481-487 (2004)

Jinwen Ma: The capacity of time-delay recurrent neural network for storing spatio-temporal sequences. Neurocomputing 62: 19-37 (2004)

Jinwen Ma, Taijun Wang: Entropy Penalized Automated Model Selection On Gaussian Mixture. IJPRAI 18(8): 1501-1512 (2004)

Jianwei Wu, Jinwen Ma, QianSheng Cheng: Further Results on the Asymptotic Memory Capacity of the Generalized Hopfield Network. Neural Processing Letters 20(1): 23-38 (2004)

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

Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng: Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection. IDEAL 2004: 690-695

Lin Deng, Jian Pei, Jinwen Ma, Dik Lun Lee: A rank sum test method for informative gene discovery. KDD 2004: 410-419

Hua-Jun Zeng, Qi-Cai He, Zheng Chen, Wei-Ying Ma, Jinwen Ma: Learning to cluster web search results. SIGIR 2004: 210-217

Jinwen Ma: A Hybrid Neural Network of Addressable and Content-Addressable Memory. Int. J. Neural Syst. 13(3): 205-213 (2003)

Jinwen Ma, Hongya Ge: Space-Time Receiver for Multi-Rate CDMA Systems: Multi-Code and Variable Spreading Length Access Methods Comparison. Wireless Personal Communications 27(2): 125-147 (2003)

Jinwen Ma: A Neural Network Approach to Real-Time Pattern Recognition. IJPRAI 15(6): 937-947 (2001)

Jinwen Ma, Lei Xu, Michael I. Jordan: Asymptotic Convergence Rate of the EM Algorithm for Gaussian Mixtures. Neural Computation 12(12): 2881-2907 (2001)

Jinwen Ma, Hongya Ge: Groupwise Successive Interference Cancellation for Multirate CDMA Based on MMSE Criterion. ICC (2) 2000: 1174-1178

Jinwen Ma: The Object Perceptron Learning Algorithm on Generalised Hopfield Networks for Associative Memory. Neural Computing and Applications 8(1): 25-32 (1999)

Jinwen Ma: The asymptotic memory capacity of the generalized Hopfield network. Neural Networks 12(9): 1207-1212 (1999)

Jinwen Ma, Lei Xu: The Correct Convergence of the Rival Penalized Competitive Learning (RPCL) Algorithm. ICONIP 1998: 239-242

Jinwen Ma: The Memory Capacity of Recurrent Neural Networks for Storing Spatio-Temporal Sequences. ICONIP 1998: 947-950

Jinwen Ma: Simplex Memory Neural Networks. Neural Networks 10(1): 25-29 (1997)

Jinwen Ma: The Stability of the Generalized Hopfield Networks in Randomly Asynchronous Mode. Neural Networks 10(6): 1109-1116 (1997)