De-Shuang Huang - researchr alias

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2011

2010

Locality preserving discriminant projections for face and palmprint recognitionJie Gui, Wei Jia, Ling Zhu, Shu-Ling Wang, De-Shuang Huang. ijon, 73(13-15):2696-2707, 2010. [doi]

An improved approximation approach incorporating particle swarm optimization and a priori information into neural networksFei Han, Qing-Hua Ling, De-Shuang Huang. nca, 19(2):255-261, 2010. [doi]

Maximum margin criterion with tensor representationRong-Xiang Hu, Wei Jia, De-Shuang Huang, Ying-Ke Lei. ijon, 73(10-12):1541-1549, 2010. [doi]

Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 6th International Conference on Intelligent Computing, ICIC 2010, Changsha, China, August 18-21, 2010. ProceedingsDe-Shuang Huang, Xiang Zhang, Carlos A. Reyes García, Lei Zhang 0006, editors, Volume 6216 of Lecture Notes in Computer Science, Springer, 2010. [doi]

Advanced Intelligent Computing Theories and Applications - 6th International Conference on Intelligent Computing, ICIC 2010, Changsha, China, August 18-21, 2010. ProceedingsDe-Shuang Huang, T. Martin McGinnity, Laurent Heutte, Xiao-Ping Zhang, editors, Volume 93 of Communications in Computer and Information Science, Springer, 2010. [doi]

Advanced Intelligent Computing Theories and Applications, 6th International Conference on Intelligent Computing, ICIC 2010, Changsha, China, August 18-21, 2010. ProceedingsDe-Shuang Huang, Zhongming Zhao, Vitoantonio Bevilacqua, Juan Carlos Figueroa García, editors, Volume 6215 of Lecture Notes in Computer Science, Springer, 2010. [doi]

An efficient local Chan-Vese model for image segmentationXiaofeng Wang, De-Shuang Huang, Huan Xu. PR, 43(3):603-618, 2010. [doi]

APIS: accurate prediction of hot spots in protein interfaces by combining protrusion index with solvent accessibilityJun-Feng Xia, Xing-Ming Zhao, Jiangning Song, De-Shuang Huang. bmcbi, 11:174, 2010. [doi]

Using manifold embedding for assessing and predicting protein interactions from high-throughput experimental dataZhuhong You, Ying-Ke Lei, Jie Gui, De-Shuang Huang, Xiaobo Zhou. bioinformatics, 26(21):2744-2751, 2010. [doi]

A semi-supervised learning approach to predict synthetic genetic interactions by combining functional and topological properties of functional gene networkZhuhong You, Zheng Yin, Kyungsook Han, De-Shuang Huang, Xiaobo Zhou. bmcbi, 11:343, 2010. [doi]

Analysis of Gene Expression Data Using Rpem Algorithm in Normal Mixture Model with Dynamic Adjustment of Learning RateXing-Ming Zhao, Yiu-ming Cheung, De-Shuang Huang. ijprai, 24(4):651-666, 2010. [doi]

2009

Advanced intelligent computing theory and methodologyDe-Shuang Huang. prl, 30(9):781, 2009. [doi]

Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 5th International Conference on Intelligent Computing, ICIC 2009, Ulsan, South Korea, September 16-19, 2009, ProceedingsDe-Shuang Huang, Kang-Hyun Jo, Hong Hee Lee, Hee-Jun Kang, Vitoantonio Bevilacqua, editors, Volume 5755 of Lecture Notes in Computer Science, Springer, 2009. [doi]

Emerging Intelligent Computing Technology and Applications, 5th International Conference on Intelligent Computing, ICIC 2009, Ulsan, South Korea, September 16-19, 2009. ProceedingsDe-Shuang Huang, Kang-Hyun Jo, Hong Hee Lee, Hee-Jun Kang, Vitoantonio Bevilacqua, editors, Volume 5754 of Lecture Notes in Computer Science, Springer, 2009. [doi]

Fast Palmprint Retrieval Using Principal LinesWei Jia, Yi-Hai Zhu, Ling-Feng Liu, De-Shuang Huang. SMC 2009: 4118-4123 [doi]

Finding motif pairs in the interactions between heterogeneous proteins via bootstrapping and boostingJisu Kim, De-Shuang Huang, Kyungsook Han. bmcbi, 10(S-1), 2009. [doi]

Supervised feature extraction based on orthogonal discriminant projectionBo Li, Chao Wang, De-Shuang Huang. ijon, 73(1-3):191-196, 2009. [doi]

Knowledge Management for Autonomous Systems and Computational IntelligenceNgoc Thanh Nguyen, De-Shuang Huang. jucs, 15(4):704, 2009. [doi]

An oscillatory correlation model of object-based attentionMarcos G. Quiles, DeLiang Wang, Liang Zhao, Roseli A. Francelin Romero, De-Shuang Huang. ijcnn 2009: 2596-2602 [doi]

Inferring Protein Interactions from Sequence using Support Vector MachineMing-Guang Shi, Min Wu, De-Shuang Huang, Xueling Li. ijcnn 2009: 2903-2907 [doi]

A Novel Density-Based Clustering Framework by Using Level Set MethodXiaofeng Wang, De-Shuang Huang. tkde, 21(11):1515-1531, 2009. [doi]

A Novel Local Sensitive Frontier Analysis for Feature ExtractionChao Wang, De-Shuang Huang, Bo Li. icic 2009: 556-565 [doi]

The analysis of microarray datasets using a genetic programmingChun-Gui Xu, Kun-hong Liu, De-Shuang Huang. cibcb 2009: 176-181 [doi]

Tumor Clustering Using Nonnegative Matrix Factorization With Gene SelectionChun-Hou Zheng, De-Shuang Huang, Lei Zhang, Xiangzhen Kong. titb, 13(4):599-607, 2009. [doi]

2008

Predicting contact map using Radial Basis Function Neural Network with Conformational Energy FunctionPeng Chen, De-Shuang Huang, Xing-Ming Zhao, Xueling Li. ijbra, 4(2):123-136, 2008. [doi]

An improvement on learning with local and global consistencyJie Gui, De-Shuang Huang, Zhuhong You. icpr 2008: 1-4 [doi]

A new constrained learning algorithm for function approximation by encoding ::::a priori:::: information into feedforward neural networksFei Han, De-Shuang Huang. nca, 17(5-6):433-439, 2008. [doi]

Modified constrained learning algorithms incorporating additional functional constraints into neural networksFei Han, Qing-Hua Ling, De-Shuang Huang. isci, 178(3):907-919, 2008. [doi]

Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, ProceedingsDe-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo, editors, Volume 5227 of Lecture Notes in Computer Science, Springer, 2008.

Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, ProceedingsDe-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo, editors, Volume 5226 of Lecture Notes in Computer Science, Springer, 2008.

Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, ProceedingsDe-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo, editors, Volume 15 of Communications in Computer and Information Science, Springer, 2008.

Special issue on advanced intelligent computing theory and methodology in applied mathematics and computationDe-Shuang Huang. amc, 205(2):509-510, 2008. [doi]

A Constructive Hybrid Structure Optimization Methodology for Radial Basis Probabilistic Neural NetworksDe-Shuang Huang, Ji-Xiang Du. tnn, 19(12):2099-2115, 2008. [doi]

Palmprint verification based on principal linesDe-Shuang Huang, Wei Jia, David Zhang. PR, 41(4):1316-1328, 2008. [doi]

Palmprint verification based on robust line orientation codeWei Jia, De-Shuang Huang, David Zhang. PR, 41(5):1504-1513, 2008. [doi]

Feature extraction using constrained maximum variance mappingBo Li, De-Shuang Huang, Chao Wang, Kun-hong Liu. PR, 41(11):3287-3294, 2008. [doi]

Improving the robustness of ISOMAP by de-noisingBo Li, De-Shuang Huang, Chao Wang. ijcnn 2008: 266-270 [doi]

Locally linear discriminant embedding: An efficient method for face recognitionBo Li, Chun-Hou Zheng, De-Shuang Huang. PR, 41(12):3813-3821, 2008. [doi]

Constrained Maximum Variance MappingBo Li, De-Shuang Huang, Kun-hong Liu. ijcnn 2008: 534-537 [doi]

A Novel Multi-Layer Level Set Method for Image SegmentationXiao Feng Wang, De-Shuang Huang. jucs, 14(14):2427-2452, 2008.

Classification of plant leaf images with complicated backgroundXiaofeng Wang, De-Shuang Huang, Ji-Xiang Du, Huan Xu, Laurent Heutte. amc, 205(2):916-926, 2008. [doi]

A Novel Spike Sorting Method Based on Semi-supervised LearningGuo-Zhu Wen, De-Shuang Huang. icic 2008: 605-615 [doi]

One Class Support Vector Machines for Distinguishing Photographs and GraphicsHuan Xu, De-Shuang Huang. icnsc 2008: 602-607 [doi]

Gene Expression Data Classification Using Consensus Independent Component AnalysisChun-Hou Zheng, De-Shuang Huang, Xiangzhen Kong, Xing-Ming Zhao. gpb, 6(2):74-82, 2008. [doi]

2007

Interest Operator versus Gabor filtering for facial imagery classificationCatalin Caleanu, De-Shuang Huang, Vasile Gui, Virgil Tiponut, Valentin Maranescu. prl, 28(8):950-956, 2007. [doi]

Prediction of Long-range Contacts from Sequence ProfilePeng Chen, Bing Wang, Hau-San Wong, De-Shuang Huang. ijcnn 2007: 938-943 [doi]

Pattern classification with a PSO optimization based elliptical basis function neural networksJi-Xiang Du, De-Shuang Huang, Zeng-Fu Wang. cec 2007: 1654-1661 [doi]

Shape recognition based on neural networks trained by differential evolution algorithmJi-Xiang Du, De-Shuang Huang, Xiaofeng Wang, Xiao Gu. ijon, 70(4-6):896-903, 2007. [doi]

Long-Range Temporal Correlations in the Spontaneous in vivo Activity of Interneuron in the Mouse HippocampusSheng-Bo Guo, Ying Wang, Xing Yan, Longnian Lin, Joe Tsien, De-Shuang Huang. icic 2007: 1339-1344 [doi]

Special issue on intelligent computing theory and methodologyDe-Shuang Huang. amc, 185(2):757-758, 2007. [doi]

Advanced Neurocomputing Theory and MethodologyDe-Shuang Huang, Prashan Premaratne. ijon, 70(4-6):623-624, 2007. [doi]

Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007. ProceedingsDe-Shuang Huang, Laurent Heutte, Marco Loog, editors, Volume 2 of Communications in Computer and Information Science, Springer, 2007.

Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007, ProceedingsDe-Shuang Huang, Laurent Heutte, Marco Loog, editors, Volume 4681 of Lecture Notes in Computer Science, Springer, 2007.

Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007, ProceedingsDe-Shuang Huang, Laurent Heutte, Marco Loog, editors, Volume 4682 of Lecture Notes in Computer Science, Springer, 2007.

A New Constrained Independent Component Analysis MethodDe-Shuang Huang, Jian-Xun Mi. tnn, 18(5):1532-1535, 2007. [doi]

Palmprint Verification Based on Robust Orientation CodeWei Jia, De-Shuang Huang. ijcnn 2007: 2510-2514 [doi]

Improving the performance of ICA based microarray data prediction models with genetic algorithmKun-hong Liu, De-Shuang Huang, Bo Li. cec 2007: 606-611 [doi]

Microarray data prediction by evolutionary classifier ensemble systemKun-hong Liu, De-Shuang Huang, Jun Zhang. cec 2007: 634-637 [doi]

A Hybrid HMM/ANN Based Approach for Online Signature VerificationZhong-Hua Quan, De-Shuang Huang, Kun-hong Liu, Kwok-Wing Chau. ijcnn 2007: 402-405 [doi]

Extracting gene regulation information for cancer classificationHong-Qiang Wang, Hau-San Wong, De-Shuang Huang, Jun Shu. PR, 40(12):3379-3392, 2007. [doi]

Application of Self-Organizing Map in Aerosol Single Particles Data ClusteringGuo-Zhu Wen, Xiao-Yong Guo, De-Shuang Huang, Kun-hong Liu. ijcnn 2007: 991-996 [doi]

Inferring Strengths of Protein-Protein Interaction Using Artificial Neural NetworkJun-Feng Xia, Bing Wang, De-Shuang Huang. ijcnn 2007: 2471-2475 [doi]

Multi-sub-swarm particle swarm optimization algorithm for multimodal function optimizationJun Zhang, De-Shuang Huang, Kun-hong Liu. cec 2007: 3215-3220 [doi]

An evolutionary modular neural network for unbalanced pattern classificationsZhong-Qiu Zhao, De-Shuang Huang. cec 2007: 1662-1669 [doi]

Palmprint recognition with 2DPCA+PCA based on modular neural networksZhong-Qiu Zhao, De-Shuang Huang, Wei Jia. ijon, 71(1-3):448-454, 2007. [doi]

MISEP Method for Postnonlinear Blind Source SeparationChun-Hou Zheng, De-Shuang Huang, Kang Li, George W. Irwin, Zhan-Li Sun. neco, 19(9):2557-2578, 2007. [doi]

2006

Long-Range Interaction Analysis using Principal Component AnalysisPeng Chen, Bing Wang, Hau-San Wong, De-Shuang Huang. ijcnn 2006: 2331-2336 [doi]

Improved extreme learning machine for function approximation by encoding a priori informationFei Han, De-Shuang Huang. ijon, 69(16-18):2369-2373, 2006. [doi]

The Forecast of the Postoperative Survival Time of Patients Suffered from Non-small Cell Lung Cancer Based on Pca and Extreme Learning MachineFei Han, De-Shuang Huang, Zhi-Hua Zhu, Tie-Hua Rong. IJNS, 16(1):39-46, 2006. [doi]

Improved constrained learning algorithms by incorporating additional functional constraints into neural networksFei Han, De-Shuang Huang. amc, 174(1):34-50, 2006. [doi]

Computational Intelligence, International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 16-19, 2006. Proceedings, Part IIDe-Shuang Huang, Kang Li, George W. Irwin, editors, Volume 4114 of Lecture Notes in Computer Science, Springer, 2006.

Intelligent Computing, International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 16-19, 2006. Proceedings, Part IDe-Shuang Huang, Kang Li, George W. Irwin, editors, Volume 4113 of Lecture Notes in Computer Science, Springer, 2006.

Computational Intelligence and Bioinformatics, International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 16-19, 2006. Proceedings, Part IIIDe-Shuang Huang, Kang Li, George W. Irwin, editors, Volume 4115 of Lecture Notes in Computer Science, Springer, 2006.

Classifying protein sequences using hydropathy blocksDe-Shuang Huang, Xing-Ming Zhao, Guang-Bin Huang, Yiu-ming Cheung. PR, 39(12):2293-2300, 2006. [doi]

Bark Classification Based on Gabor Filter Features Using RBPNN Neural NetworkZhi-Kai Huang, De-Shuang Huang, Ji-Xiang Du, Zhong-Hua Quan, Sheng-Bo Guo. iconip 2006: 80-87 [doi]

Independent component analysis-based penalized discriminant method for tumor classification using gene expression dataDe-Shuang Huang, Chun-Hou Zheng. bioinformatics, 22(15):1855-1862, 2006. [doi]

Gene Selection by Cooperative Competition ClusteringShun Pei, De-Shuang Huang, Kang Li, George W. Irwin. icic 2006: 464-474 [doi]

A Hybrid Forward Algorithm for RBF Neural Network ConstructionJian Xun Peng, Kang Li, De-Shuang Huang. tnn, 17(6):1439-1451, 2006. [doi]

Spectrum Analysis Based onWindows with Variable Widths for Online Signature VerificationZhong-Hua Quan, De-Shuang Huang, Xiao-Lei Xia, Michael R. Lyu, Tat-Ming Lok. icpr 2006: 1122-1125 [doi]

Palmprint recognition using FastICA algorithm and radial basis probabilistic neural networkLi Shang, De-Shuang Huang, Ji-Xiang Du, Chun-Hou Zheng. ijon, 69(13-15):1782-1786, 2006. [doi]

Palmprint Recognition Using ICA Based on Winner-Take-All Network and Radial Basis Probabilistic Neural NetworkLi Shang, De-Shuang Huang, Ji-Xiang Du, Zhi-Kai Huang. isnn 2006: 216-221 [doi]

Optimal selection of time lags for TDSEP based on genetic algorithmZhan-Li Sun, De-Shuang Huang, Chun-Hou Zheng, Li Shang. ijon, 69(7-9):884-887, 2006. [doi]

EditorialYuan Yan Tang, De-Shuang Huang. ijprai, 20(2):111-112, 2006. [doi]

Regulation probability method for gene selectionHong-Qiang Wang, De-Shuang Huang. prl, 27(2):116-122, 2006. [doi]

Predicting Protein-Protein Interaction Sites using Radial Basis Function Neural NetworksBing Wang, Hau-San Wong, Peng Chen, Hong-Qiang Wang, De-Shuang Huang. ijcnn 2006: 2325-2330 [doi]

A Novel Feature Fusion Approach Based on Blocking and Its Application in Image RecognitionXing Yan, Lei Cao, De-Shuang Huang, Kang Li, George W. Irwin. icic 2006: 1085-1091 [doi]

A novel adaptive sequential niche technique for multimodal function optimizationJun Zhang, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu. ijon, 69(16-18):2396-2401, 2006. [doi]

Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid ClusteringGuo-Jun Zhang, Ji-Xiang Du, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu. fskd 2006: 582-585 [doi]

Classifying G-Protein Coupled Receptors with Hydropathy Blocks and Support Vector MachinesXing-Ming Zhao, De-Shuang Huang, Shiwu Zhang, Yiu-ming Cheung. icic 2006: 593-602 [doi]

Feature selection in independent component subspace for microarray data classificationChun-Hou Zheng, De-Shuang Huang, Li Shang. ijon, 69(16-18):2407-2410, 2006. [doi]

Nonnegative independent component analysis based on minimizing mutual information techniqueChun-Hou Zheng, De-Shuang Huang, Zhan-Li Sun, Michael R. Lyu, Tat-Ming Lok. ijon, 69(7-9):878-883, 2006. [doi]

2005

Advances in Intelligent Computing, International Conference on Intelligent Computing, ICIC 2005, Hefei, China, August 23-26, 2005, Proceedings, Part IDe-Shuang Huang, Xiao-Ping Zhang, Guang-Bin Huang, editors, Volume 3644 of Lecture Notes in Computer Science, Springer, 2005.

Advances in Intelligent Computing, International Conference on Intelligent Computing, ICIC 2005, Hefei, China, August 23-26, 2005, Proceedings, Part IIDe-Shuang Huang, Xiao-Ping Zhang, Guang-Bin Huang, editors, Volume 3645 of Lecture Notes in Computer Science, Springer, 2005.

Extracting nonlinear features for multispectral images by FCMC and KPCAZhan-Li Sun, De-Shuang Huang, Yiu-ming Cheung. dsp, 15(4):331-346, 2005. [doi]

Global Stability of a General Class of Discrete-Time Recurrent Neural NetworksZhigang Zeng, De-Shuang Huang, Zengfu Wang. npl, 22(1):33-47, 2005. [doi]

Combining a binary input encoding scheme with RBFNN for globulin protein inter-residue contact map predictionGuang-Zheng Zhang, De-Shuang Huang, Zhong-Hua Quan. prl, 26(10):1543-1553, 2005. [doi]

Improving protein secondary structure prediction by using the residue conformational classesGuang-Zheng Zhang, De-Shuang Huang, Yun-Ping Zhu, Yi-Xue Li. prl, 26(15):2346-2352, 2005. [doi]

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