Wen Yu

Xiaoou Li, Wen Yu, Xiaoli Li: On-line modeling via fuzzy support vector machines and neural networks. Journal of Intelligent and Fuzzy Systems 24(3): 665-675 (2013)

Asdrúbal López Chau, Xiaoou Li, Wen Yu: Large data sets classification using convex-concave hull and support vector machine. Soft Comput. 17(5): 793-804 (2013)

Xiaoou Li, Jair Cervantes, Wen Yu: Fast classification for large data sets via random selection clustering and Support Vector Machines. Intell. Data Anal. 16(6): 897-914 (2012)

Jian Tang, Tianyou Chai, Lijie Zhao, Wen Yu, Heng Yue: Soft sensor for parameters of mill load based on multi-spectral segments PLS sub-models and on-line adaptive weighted fusion algorithm. Neurocomputing 78(1): 38-47 (2012)

Jian Tang, Wen Yu, Tianyou Chai, Lijie Zhao: On-line principal component analysis with application to process modeling. Neurocomputing 82: 167-178 (2012)

Juan Jose Cordova, Wen Yu: Two Types of Haar Wavelet Neural Networks for Nonlinear System Identification. Neural Processing Letters 35(3): 283-300 (2012)

Wei Wang, Tianyou Chai, Wen Yu, Hong Wang, Chun-Yi Su: Modeling Component Concentrations of Sodium Aluminate Solution Via Hammerstein Recurrent Neural Networks. IEEE Trans. Contr. Sys. Techn. 20(4): 971-982 (2012)

Debbie Hernandez, Wen Yu, Xiaoou Li: Robot PD control with parallel/serial neural network and sliding mode compensations. CCA 2012: 1148-1153

Wen Yu, Xiaoou Li: Stable PID control for robot manipulators with neural compensation. CDC 2012: 5398-5403

Asdrúbal López Chau, Xiaoou Li, Wen Yu: Convex-Concave Hull for Classification with Support Vector Machine. ICDM Workshops 2012: 431-438

Asdrúbal López Chau, Lourdes Lopez Garcia, Jair Cervantes, Xiaoou Li, Wen Yu: Data Selection Using Decision Tree for SVM Classification. ICTAI 2012: 742-749

Fantao Kong, Liyuan Xin, Wen Yu, Jianzhai Wu, Yongen Zhang: Designation of R&D on Pig Production Intelligent Monitoring and Early Warning. CCTA (1) 2012: 282-289

Zhijie Jia, Gang Di, Wen Yu, Yanbo J. Wang: Mining Association Rules from Customer Behaviors for Hotel Customer Cross-selling. Industrial Conference on Data Mining - Poster and Industry Proceedings 2012: 89-94

Suresh Thenozhi, Wen Yu, Ruben Garrido: A novel numerical integrator for structural control and monitoring. IRI 2012: 680-686

Jian Tang, Lijie Zhao, Jia Long, Tianyou Chai, Wen Yu: Selective Ensemble Modeling Parameters of Mill Load Based on Shell Vibration Signal. ISNN (1) 2012: 489-497

Wen Yu, Kang Li, Xiaoou Li: Automated nonlinear system modelling with multiple neural networks. Int. J. Systems Science 42(10): 1683-1695 (2011)

Wen Yu, Marco A. Moreno-Armendariz, Floriberto Ortiz Rodriguez: Stable adaptive compensation with fuzzy CMAC for an overhead crane. Inf. Sci. 181(21): 4895-4907 (2011)

Wei Wang, Wen Yu, Lijie Zhao, Tianyou Chai: PCA and neural networks-based soft sensing strategy with application in sodium aluminate solution. J. Exp. Theor. Artif. Intell. 23(1): 127-136 (2011)

Wen Yu, Hammou El Barmi, Zhiliang Ying: Restricted one way analysis of variance using the empirical likelihood ratio test. J. Multivariate Analysis 102(3): 629-640 (2011)

Wen Yu: Semiparametric analysis in double-sampling designs via empirical likelihood. J. Multivariate Analysis 102(9): 1302-1314 (2011)

Wen Yu, Panuncio Cruz Francisco, Xiaoou Li: Two-stage neural sliding-mode control of magnetic levitation in minimal invasive surgery. Neural Computing and Applications 20(8): 1141-1147 (2011)

Jian Tang, Tianyou Chai, Wen Yu, Lijie Zhao, S. Joe Qin: KPCA based multi-spectral segments feature extraction and GA based Combinatorial optimization for frequency spectrum data modeling. CDC-ECE 2011: 5193-5198

Julio César Tovar, Wen Yu, Floriberto Ortiz Rodriguez, Carlos Roman Mariaca, José de Jesús Rubio: Modeling via on-line clustering and fuzzy support vector machines for nonlinear system. CDC-ECE 2011: 8267-8272

Xiaoou Li, Wen Yu: A systematic tunning method of PID controller for robot manipulators. ICCA 2011: 274-279

Xiaoou Li, Wen Yu: Modeling and neuro control for multicomponent nonideal distillation column. ICCA 2011: 979-984

Debbie Hernandez, Wen Yu, Marco A. Moreno-Armendariz: Neural PD control with second-order sliding mode compensation for robot manipulators. IJCNN 2011: 2395-2402

Juan Jose Cordova, Wen Yu: Optimization of fixed Wavelet Neural Networks. IJCNN 2011: 3003-3007

Asdrúbal López Chau, Xiaoou Li, Wen Yu, Jair Cervantes, Pedro Mejía-Alvarez: Border Samples Detection for Data Mining Applications Using Non Convex Hulls. MICAI (2) 2011: 261-272

Qiumei Cong, Wen Yu, Tianyou Chai: Cascade Process Modeling with Mechanism-Based Hierarchical Neural Networks. Int. J. Neural Syst. 20(1): 1-11 (2010)

Wen Yu, Xiaoou Li: Automated Nonlinear System Modeling with Multiple Fuzzy Neural Networks and Kernel Smoothing. Int. J. Neural Syst. 20(5): 429-435 (2010)

Wen Yu, Bao-Liang Lu: Modeling and Adaptive Control with Fuzzy Neural Networks - Selected Papers from the 6th International Symposium on Neural Networks. Neurocomputing 73(13-15): 2430 (2010)

Israel Cruz-Vega, Wen Yu: Multiple fuzzy neural networks modeling with sparse data. Neurocomputing 73(13-15): 2446-2453 (2010)

Wen Yu: Fuzzy modelling via on-line support vector machines. Int. J. Systems Science 41(11): 1325-1335 (2010)

Xiaoou Li, Wen Yu: Neural Sliding Mode Control for Magnetic Levitation Systems. CCA 2010: 615-619

Lijie Zhao, Jian Tang, Wen Yu, Heng Yue, Tianyou Chai: Modelling of mill load for wet ball mill via GA and SVM based on spectral feature. BIC-TA 2010: 874-879

Wen Yu, Jacob Rosen: A novel linear PID controller for an upper limb exoskeleton. CDC 2010: 3548-3553

Israel Cruz-Vega, Wen Yu, Juan Jose Cordova: Multiple fuzzy neural networks modeling with sparse data. FUZZ-IEEE 2010: 1-7

Xiaoou Li, Jair Cervantes, Wen Yu: A Novel SVM Classification Method for Large Data Sets. GrC 2010: 297-302

Asdrúbal López Chau, Xiaoou Li, Wen Yu, Jair Cervantes: Support vector candidates pre selection strategy based on non convex hulls. CCE 2010: 345-350

Juan Jose Cordova, Wen Yu: Recurrent wavelets neural networks learning via dead zone Kalman filter. IJCNN 2010: 1-7

Xiaoou Li, Wen Yu: Neural modeling with automatic structure selection. IRI 2010: 314-317

Kaushik Nagarajan, Wen Yu, Nicholas R. Gans: Keeping multiple moving objects in field of view of a mobile robot. ROSE 2010: 46-50

Xiaoou Li, Wen Yu: Modeling of Crude Oil Blending via Discrete-Time Neural Networks. Applications of Neural Networks in High Assurance Systems 2010: 205-220

Wen Yu, Xiaoou Li: Online fuzzy modeling with structure and parameter learning. Expert Syst. Appl. 36(4): 7484-7492 (2009)

Zhanshan Wang, Huaguang Zhang, Wen Yu: Robust stability criteria for interval Cohen-Grossberg neural networks with time varying delay. Neurocomputing 72(4-6): 1105-1110 (2009)

Wen Yu, Xiangjie Liu: Some novel analysis and learning methods for neural networks - Selected papers from the 5th International Symposium on Neural Networks. Neurocomputing 73(1-3): 97 (2009)

José de Jesús Rubio, Wen Yu, Andrés Ferreyra: Neural network training with optimal bounded ellipsoid algorithm. Neural Computing and Applications 18(6): 623-631 (2009)

Zhanshan Wang, Huaguang Zhang, Wen Yu: Robust Stability of Cohen-Grossberg Neural Networks via State Transmission Matrix. IEEE Transactions on Neural Networks 20(1): 169-174 (2009)

Wen Yu, José de Jesús Rubio: Recurrent Neural Networks Training With Stable Bounding Ellipsoid Algorithm. IEEE Transactions on Neural Networks 20(6): 983-991 (2009)

ShengYi Jiang, Wen Yu: A Combination Classification Algorithm Based on Outlier Detection and C4.5. ADMA 2009: 504-511

ShengYi Jiang, Wen Yu: A Local Density Approach for Unsupervised Feature Discretization. ADMA 2009: 512-519

Liansheng Zhuang, Mengliao Wang, Wen Yu, Nenghai Yu, Yangchun Qian: Low-Resolution Face Recognition via Sparse Representation of Patches. ICIG 2009: 200-204

Juan Jose Cordova, Wen Yu: Stable fourier neural networks with application to modeling lettuce growth. IJCNN 2009: 591-596

Wen Yu, Xiaoou Li: Neural sliding mode control with finite time convergence. IJCNN 2009: 3464-3470

Jair Cervantes, Xiaoou Li, Wen Yu: Splice Site Detection in DNA Sequences Using a Fast Classification Algorithm. SMC 2009: 2683-2688

Wen Yu, Haibo He, Nian Zhang (Eds.): Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part I. Lecture Notes in Computer Science 5551, Springer 2009, isbn 978-3-642-01506-9

Wen Yu, Haibo He, Nian Zhang (Eds.): Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part II. Lecture Notes in Computer Science 5552, Springer 2009, isbn 978-3-642-01509-0

Wen Yu, Haibo He, Nian Zhang (Eds.): Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part III. Lecture Notes in Computer Science 5553, Springer 2009, isbn 978-3-642-01512-0

Rafael Martínez-Guerra, Wen Yu: Chaotic Synchronization and Secure Communication via Sliding-Mode Observer. I. J. Bifurcation and Chaos 18(1): 235-243 (2008)

Jair Cervantes, Xiaoou Li, Wen Yu, Kang Li: Support vector machine classification for large data sets via minimum enclosing ball clustering. Neurocomputing 71(4-6): 611-619 (2008)

Wen Yu, Xiaoou Li: On-line fuzzy modeling via clustering and support vector machines. Inf. Sci. 178(22): 4264-4279 (2008)

Changyin Sun, Wen Yu: Neural networks for control, robotics and diagnostics. Neural Computing and Applications 17(4): 325-326 (2008)

Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendariz: Nonlinear Systems Identification via Two Types of Recurrent Fuzzy CMAC. Neural Processing Letters 28(1): 49-62 (2008)

Juan Resendiz, Wen Yu, Leonid M. Fridman: Two-Stage Neural Observer for Mechanical Systems. IEEE Trans. on Circuits and Systems 55-II(10): 1076-1080 (2008)

Wen Yu, Floriberto Ortiz Rodriguez, Marco A. Moreno-Armendariz: Hierarchical Fuzzy CMAC for Nonlinear Systems Modeling. IEEE T. Fuzzy Systems 16(5): 1302-1314 (2008)

Juan Resendiz, Wen Yu, Leonid M. Fridman: Discrete-time sliding mode neural observer for continuous time mechanical systems. CDC 2008: 2838-2843

Jair Cervantes, Xiaoou Li, Wen Yu: Multi-Class SVM for Large Data Sets Considering Models of Classes Distribution. DMIN 2008: 30-35

Julio César Tovar, Wen Yu: Automated fuzzy neural networks for nonlinear system identification. FUZZ-IEEE 2008: 1159-1165

Wen Yu, Xiaoou Li: Robust adaptive control via neural linearization and four types of compensation. IJCNN 2008: 1807-1813

Julio César Tovar, Wen Yu: On-Line Modeling Via Fuzzy Support Vector Machines. MICAI 2008: 220-229

Yi Wei, Zhong Jing-Wei, Wen Yu: Based on Fuzzy Partial Ordering Trustworthy Resource Selection Approach Research. PACIIA (1) 2008: 492-496

Jair Cervantes, Xiaoou Li, Wen Yu: Support Vector classification for large data sets by reducing training data with change of classes. SMC 2008: 2609-2614

Fuchun Sun, Jianwei Zhang, Ying Tan, Jinde Cao, Wen Yu (Eds.): Advances in Neural Networks - ISNN 2008, 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part I. Lecture Notes in Computer Science 5263, Springer 2008, isbn 978-3-540-87731-8

Fuchun Sun, Jianwei Zhang, Ying Tan, Jinde Cao, Wen Yu (Eds.): Advances in Neural Networks - ISNN 2008, 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part II. Lecture Notes in Computer Science 5264, Springer 2008, isbn 978-3-540-87733-2

José de Jesús Rubio, Wen Yu: Nonlinear system identification with recurrent neural networks and dead-zone Kalman filter algorithm. Neurocomputing 70(13-15): 2460-2466 (2007)

Zhanshan Wang, Huaguang Zhang, Wen Yu: Robust exponential stability analysis of neural networks with multiple time delays. Neurocomputing 70(13-15): 2534-2543 (2007)

Wen Yu, Marco A. Moreno-Armendariz, Floriberto Ortiz Rodriguez: System identification using hierarchical fuzzy neural networks with stable learning algorithm. Journal of Intelligent and Fuzzy Systems 18(2): 171-183 (2007)

Wen Yu, Xiaoou Li: Passivity Analysis of Dynamic Neural Networks with Different Time-scales. Neural Processing Letters 25(2): 143-155 (2007)

Julio César Tovar, Wen Yu, Xiaoou Li: Fuzzy Modeling Via On-Line Clustering and Support Vector Machine. ICIC (3) 2007: 294-303

Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendariz: Nonlinear systems identification via two types of recurrent fuzzy CMAC. IJCNN 2007: 823-828

Kang Li, Jian Xun Peng, Minrui Fei, Xiaoou Li, Wen Yu: Integrated Analytic Framework for Neural Network Construction. ISNN (2) 2007: 483-492

Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendariz, Xiaoou Li: Recurrent Fuzzy CMAC for Nonlinear System Modeling. ISNN (1) 2007: 487-495

José de Jesús Rubio, Wen Yu: Neural Networks Training with Optimal Bounded Ellipsoid Algorithm. ISNN (1) 2007: 1173-1182

Xiaoou Li, Jair Cervantes, Wen Yu: Two-stage svm classification for large data sets via randomly reducing and recovering training data. SMC 2007: 3633-3638

Wen Yu, Alejandro Cruz Sandoval: Some New Stability Properties of Dynamic Neural Networks with Different Time-scales. Int. J. Neural Syst. 16(3): 191-200 (2006)

Fei Zhang, Lina Shi, Wen Yu, Chengfang Li, Xiaowei Sun: Novel buffer engineering: A concept for fast switching and low loss operation of planar IGBT. Microelectronics Journal 37(7): 569-573 (2006)

Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendariz: System Identification Using Hierarchical Fuzzy CMAC Neural Networks. ICIC (2) 2006: 230-235

Alejandro Cruz Sandoval, Wen Yu, Xiaoou Li: Passivity Analysis for Neuro Identifier with Different Time-Scales. ICIC (1) 2006: 428-433

Alejandro Cruz Sandoval, Wen Yu, Xiaoou Li: Some stability properties of dynamic neural networks with different time-scales. IJCNN 2006: 4218-4224

Rigoberto Toxqui Toxqui, Wen Yu, Xiaoou Li: Anti-swing control for overhead crane with neural compensation. IJCNN 2006: 4697-4703

Alejandro Cruz Sandoval, Wen Yu: Passivity Analysis of Dynamic Neural Networks with Different Time-Scales. ISNN (1) 2006: 86-92

Marco A. Moreno-Armendariz, Giovanni Egidio Pazienza, Wen Yu: Training Cellular Neural Networks with Stable Learning Algorithm. ISNN (1) 2006: 558-563

José de Jesús Rubio, Wen Yu: Discrete-Time Sliding-Mode Control Based on Neural Networks. ISNN (2) 2006: 956-961

Rigoberto Toxqui Toxqui, Wen Yu, Xiaoou Li: PD Control of Overhead Crane Systems with Neural Compensation. ISNN (2) 2006: 1110-1115

Jair Cervantes, Xiaoou Li, Wen Yu: Support Vector Machine Classification Based on Fuzzy Clustering for Large Data Sets. MICAI 2006: 572-582

Wen Yu: High-gain observer for chaotic synchronization and secure communication. Int. J. Communication Systems 18(5): 487-500 (2005)

Wen Yu, América Morales: Neural networks for the optimization of crude oil blending. Int. J. Neural Syst. 15(5): 377-389 (2005)

Wen Yu: State-Space Recurrent Fuzzy Neural Networks for Nonlinear System Identification. Neural Processing Letters 22(3): 391-404 (2005)

Wen Yu: Nonlinear system identification using discrete-time recurrent neural networks with stable learning algorithms. Inf. Sci. 158: 131-147 (2004)

Wen Yu, Xiaoou Li: Fuzzy identification using fuzzy neural networks with stable learning algorithms. IEEE T. Fuzzy Systems 12(3): 411-420 (2004)

Xiaoou Li, Wen Yu: Robust Adaptive Control Using Neural Networks and Projection. ISNN (2) 2004: 77-82

Wen Yu, Xiaoou Li: System Identification Using Adjustable RBF Neural Network with Stable Learning Algorithms. ISNN (2) 2004: 212-217

Wen Yu, Weimin Zheng: A Silicon-based Approach of Molecular Computing. SNPD 2004: 381-386

Wen Yu, Weimin Zheng: An Effective Molecular Algorithm for Solving the Satisfiability Problem. APPT 2003: 274-280

Wen Yu, Xiaoou Li: Stable Fuzzy Identification using Recurrent Fuzzy Neural Networks. Neural Networks and Computational Intelligence 2003: 118-123

Xianping Guo, Wen Yu, Xiaoou Li: Minimax control for discrete-time time-varying stochastic systems. Automatica 38(11): 1991-1998 (2002)

Wen Yu, Xiaoou Li: Chemical Process Identification with Multiple Neural Networks. International Journal of Computational Engineering Science 3(4): 385-408 (2002)

Xiaoou Li, Wen Yu: Dynamic system identification via recurrent multilayer perceptron. Inf. Sci. 147(1-4): 45-63 (2002)

Wen Yu, Xiaoou Li: Some new results on system identification with dynamic neural networks. IEEE Transactions on Neural Networks 12(2): 412-417 (2001)

Xiaoou Li, Wen Yu, Felipe Lara-Rosano: Dynamic knowledge inference and learning under adaptive fuzzy Petri net framework. IEEE Transactions on Systems, Man, and Cybernetics, Part C 30(4): 442-450 (2000)

Wen Yu, José Antonio Heredia: PD Control of Robot with RBF Networks Compensation. IJCNN (5) 2000: 329-336

Alexander S. Poznyak, Wen Yu, Edgar N. Sanchez, J. P. Perez: Nonlinear adaptive trajectory tracking using dynamic neural networks. IEEE Transactions on Neural Networks 10(6): 1402-1411 (1999)

Wen Yu, Alexander S. Poznyak, Edgar N. Sanchez: Neural Adaptive Control of Two-Link Manipulator with Sliding Mode Compensation. ICRA 1999: 3122-3127

Wen Yu, Manuel de la Sen: A new adaptive control scheme with arbitrary nonlinear inputs. Int. J. Systems Science 29(4): 407-417 (1998)