2008 |
52 | EE | Hengyu Wang,
Lei Li,
Jinwen Ma:
The Competitive EM Algorithm for Gaussian Mixtures with BYY Harmony Criterion.
ICIC (1) 2008: 552-560 |
51 | EE | Jinwen Ma,
Lei Li:
Automatic Straight Line Detection through Fixed-Point BYY Harmony Learning.
ICIC (1) 2008: 569-576 |
50 | EE | Fei Ge,
Jinwen Ma:
Analysis of the Kurtosis-Sum Objective Function for ICA.
ISNN (1) 2008: 579-588 |
49 | EE | Zhijie Ren,
Jinwen Ma:
BYY Harmony Learning on Weibull Mixture with Automated Model Selection.
ISNN (1) 2008: 589-599 |
48 | EE | Lei Li,
Jinwen Ma:
A BYY Split-and-Merge EM Algorithm for Gaussian Mixture Learning.
ISNN (1) 2008: 600-609 |
47 | EE | Gang Chen,
Lei Li,
Jinwen Ma:
A Gradient BYY Harmony Learning Algorithm for Straight Line Detection.
ISNN (1) 2008: 618-626 |
46 | EE | Lei Li,
Jinwen Ma:
A BYY scale-incremental EM algorithm for Gaussian mixture learning.
Applied Mathematics and Computation 205(2): 832-840 (2008) |
45 | EE | Wei Xiong,
Zhibin Cai,
Jinwen Ma:
ADSRPCL-SVM Approach to Informative Gene Analysis.
Genomics, Proteomics & Bioinformatics 6(2): 83-90 (2008) |
44 | EE | 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) |
2007 |
43 | EE | Jianfeng Liu,
Jinwen Ma:
An Adaptive Gradient BYY Learning Rule for Poisson Mixture with Automated Model Selection.
ICIC (1) 2007: 1059-1069 |
42 | EE | Kai Huang,
Le Wang,
Jinwen Ma:
Efficient Training of RBF Networks Via the BYY Automated Model Selection Learning Algorithms.
ISNN (1) 2007: 1183-1192 |
41 | EE | Liangliang Wang,
Jinwen Ma:
Informative Gene Set Selection Via Distance Sensitive Rival Penalized Competitive Learning and Redundancy Analysis.
ISNN (1) 2007: 1227-1236 |
40 | EE | Xuefeng He,
Jun Yan,
Jinwen Ma,
Ning Liu,
Zheng Chen:
Query topic detection for reformulation.
WWW 2007: 1187-1188 |
39 | EE | Jinwen Ma,
Jianfeng Liu:
The BYY annealing learning algorithm for Gaussian mixture with automated model selection.
Pattern Recognition 40(7): 2029-2037 (2007) |
2006 |
38 | EE | Jinwen Ma,
Dengpan Gao,
Fei Ge,
Shun-ichi Amari:
A One-Bit-Matching Learning Algorithm for Independent Component Analysis.
ICA 2006: 173-180 |
37 | EE | 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 |
36 | EE | Jinwen Ma:
Automated Model Selection (AMS) on Finite Mixtures: A Theoretical Analysis.
IJCNN 2006: 4139-4145 |
35 | EE | Zhe Chen,
Jinwen Ma:
Contrast Functions for Non-circular and Circular Sources Separation in Complex-Valued ICA.
IJCNN 2006: 465-472 |
34 | EE | Jinwen Ma,
Bin Cao:
The Mahalanobis Distance Based Rival Penalized Competitive Learning Algorithm.
ISNN (1) 2006: 442-447 |
33 | EE | Zhiwu Lu,
Jinwen Ma:
A Gradient Entropy Regularized Likelihood Learning Algorithm on Gaussian Mixture with Automatic Model Selection.
ISNN (1) 2006: 464-469 |
32 | EE | 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) |
2005 |
31 | EE | Jinwen Ma,
Fei Ge,
Dengpan Gao:
Two Adaptive Matching Learning Algorithms for Independent Component Analysis.
CIS (1) 2005: 915-920 |
30 | EE | Fuhai Li,
Jinwen Ma,
Dezhi Huang:
MFCC and SVM Based Recognition of Chinese Vowels.
CIS (2) 2005: 812-819 |
29 | EE | Jinwen Ma,
Qi-Cai He:
A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection.
IDEAL 2005: 203-210 |
28 | EE | Zhiwu Lu,
QianSheng Cheng,
Jinwen Ma:
A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection.
IDEAL 2005: 250-257 |
27 | EE | Jun Luo,
Jinwen Ma:
A Multi-population chi2 Test Approach to Informative Gene Selection.
IDEAL 2005: 406-413 |
26 | EE | Dengpan Gao,
Jinwen Ma,
QianSheng Cheng:
A Step by Step Optimization Approach to Independent Component Analysis.
ISNN (1) 2005: 955-960 |
25 | EE | Jinwen Ma,
Fuhai Li,
Jianfeng Liu:
Non-parametric Statistical Tests for Informative Gene Selection.
ISNN (3) 2005: 697-702 |
24 | EE | Fei Ge,
Jinwen Ma:
An Information Criterion for Informative Gene Selection.
ISNN (3) 2005: 703-708 |
23 | EE | 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) |
22 | EE | Jinwen Ma,
Zhiyong Liu,
Lei Xu:
A Further Result on the ICA One-Bit-Matching Conjecture.
Neural Computation 17(2): 331-334 (2005) |
21 | 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) |
20 | EE | Dengpan Gao,
Jinwen Ma,
QianSheng Cheng:
An alternative switching criterion for independent component analysis (ICA).
Neurocomputing 68: 267-272 (2005) |
19 | EE | Jinwen Ma,
Shuqun Fu:
On the correct convergence of the EM algorithm for Gaussian mixtures.
Pattern Recognition 38(12): 2602-2611 (2005) |
2004 |
18 | 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 |
17 | EE | 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 |
16 | EE | Lin Deng,
Jian Pei,
Jinwen Ma,
Dik Lun Lee:
A rank sum test method for informative gene discovery.
KDD 2004: 410-419 |
15 | EE | Hua-Jun Zeng,
Qi-Cai He,
Zheng Chen,
Wei-Ying Ma,
Jinwen Ma:
Learning to cluster web search results.
SIGIR 2004: 210-217 |
14 | EE | Jinwen Ma,
Taijun Wang:
Entropy Penalized Automated Model Selection On Gaussian Mixture.
IJPRAI 18(8): 1501-1512 (2004) |
13 | EE | 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) |
12 | 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) |
11 | EE | Jinwen Ma:
The capacity of time-delay recurrent neural network for storing spatio-temporal sequences.
Neurocomputing 62: 19-37 (2004) |
2003 |
10 | EE | Jinwen Ma:
A Hybrid Neural Network of Addressable and Content-Addressable Memory.
Int. J. Neural Syst. 13(3): 205-213 (2003) |
2001 |
9 | | Jinwen Ma:
A Neural Network Approach to Real-Time Pattern Recognition.
IJPRAI 15(6): 937-947 (2001) |
8 | | Jinwen Ma,
Lei Xu,
Michael I. Jordan:
Asymptotic Convergence Rate of the EM Algorithm for Gaussian Mixtures.
Neural Computation 12(12): 2881-2907 (2001) |
2000 |
7 | | Jinwen Ma,
Hongya Ge:
Groupwise Successive Interference Cancellation for Multirate CDMA Based on MMSE Criterion.
ICC (2) 2000: 1174-1178 |
1999 |
6 | EE | Jinwen Ma:
The Object Perceptron Learning Algorithm on Generalised Hopfield Networks for Associative Memory.
Neural Computing and Applications 8(1): 25-32 (1999) |
5 | EE | Jinwen Ma:
The asymptotic memory capacity of the generalized Hopfield network.
Neural Networks 12(9): 1207-1212 (1999) |
1998 |
4 | | Jinwen Ma,
Lei Xu:
The Correct Convergence of the Rival Penalized Competitive Learning (RPCL) Algorithm.
ICONIP 1998: 239-242 |
3 | | Jinwen Ma:
The Memory Capacity of Recurrent Neural Networks for Storing Spatio-Temporal Sequences.
ICONIP 1998: 947-950 |
1997 |
2 | EE | Jinwen Ma:
Simplex Memory Neural Networks.
Neural Networks 10(1): 25-29 (1997) |
1 | EE | Jinwen Ma:
The Stability of the Generalized Hopfield Networks in Randomly Asynchronous Mode.
Neural Networks 10(6): 1109-1116 (1997) |