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  Adaptive Unsupervised Feature Selection with Structure Regularization

  Luo, M., Nie, F., Chang, X., Yang, Y., Hauptmann, A. G. & Zheng, Q., Apr 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 4, p. 944-956 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Multicluster Structure 100%
  211 Scopus citations

• Adaptive Unsymmetrical Trim-Based Morphological Filter for High-Density Impulse Noise Removal

  Lei, T., Zhang, Y., Wang, Y., Guo, Z. & Liu, S., 1 Jan 2018, In: Multimedia Tools and Applications. 77, 1, p. 689-711 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Median Filter 100%
  • Morphological Filter 100%
  • Impulse Noise 100%
  • Structuring Element 75%
  • Experimental Result 25%
  2 Scopus citations

• Adaptive variable structure controller for affine nonlinear systems with uncertainties

  Li, J., Shen, A., Song, B. & Xu, D., Sep 2006, In: Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition). 34, 9, p. 18-20 3 p.

  Research output: Contribution to journal › Article › peer-review

  • Nonlinear System 100%
  • Controller Structure 100%
  • Design Method 50%
  • Simulation Result 50%
  • Feedback Control 50%

• Adaptive variable structure guidance law considering missile's dynamics of autopilot

  She, W. X., Zhou, J. & Zhou, F. Q., May 2003, In: Yuhang Xuebao/Journal of Astronautics. 24, 3, p. 245 1 p.

  Research output: Contribution to journal › Article › peer-review

  25 Scopus citations

• Adaptive variational autoencoding generative adversarial networks for rolling bearing fault diagnosis

  Wang, X., Jiang, H., Wu, Z. & Yang, Q., Apr 2023, In: Advanced Engineering Informatics. 56, 102027.

  Research output: Contribution to journal › Article › peer-review

  • Fault Diagnosis 100%
  • Rolling Bearings 100%
  • Bearing Fault Diagnosis 100%
  • Generative Adversarial Networks 100%
  • Data Augmentation 40%
  112 Scopus citations

• Adaptive vector field based accurate homing control of aerial delivery systems

  GUO, Y., YAN, J., WU, C., WU, X. & XIAO, B., Feb 2023, In: Chinese Journal of Aeronautics. 36, 2, p. 256-269 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Vector Field 100%
  • Aerodynamics 50%
  • Control Strategy 50%
  • Control Law 50%
  • Control Scheme 50%
  8 Scopus citations

• Adaptive vectorial surrogate modeling framework for multi-objective reliability estimation

  Lu, C., Teng, D., Chen, J. Y., Fei, C. W. & Keshtegar, B., Jun 2023, In: Reliability Engineering and System Safety. 234, 109148.

  Research output: Contribution to journal › Article › peer-review

  • Modeling Strategy 100%
  • Reliability Estimation 100%
  • Modeling Concept 75%
  • Matrix Theory 50%
  • Performance Function 25%
  29 Scopus citations

• Adaptive vibration suppression of time-varying structures with enhanced FxLMS algorithm

  Niu, W., Zou, C., Li, B. & Wang, W., 1 Mar 2019, In: Mechanical Systems and Signal Processing. 118, p. 93-107 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Least Mean Square 100%
  • Step Size α 57%
  • Control Algorithm 28%
  • Vibration Control 28%
  • Performance Improvement 14%
  58 Scopus citations

• Adaptive washout algorithm based on the parallel mechanism motion range

  Yang, Y., Huang, Q. T. & Han, J. W., Dec 2010, In: Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics. 32, 12, p. 2716-2720 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Actuator 100%
  • Degree of Freedom 50%
  • Cost Function 50%
  • Platform Motion 50%
  7 Scopus citations

• Adaptive wavelet transform using signal correlation detecting and its application

  Duan, C., Jiang, H. & He, Z., Jul 2004, In: Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University. 38, 7, p. 674-677+770

  Research output: Contribution to journal › Article › peer-review

  • Local Information 100%
  • Engineering Application 50%
  • Simulation Experiment 50%
  • Wavelet Denoising 25%
  • wavelet denoising 25%

• Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection

  Yi, S., He, Z., Jing, X. Y., Li, Y., Cheung, Y. M. & Nie, F., Jun 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 6, p. 2153-2163 11 p., 8818654.

  Research output: Contribution to journal › Article › peer-review

  • Feature Extraction 100%
  • Feature Selection 100%
  • Principal Component 100%
  • Component Analysis 100%
  • Reconstruction 100%
  61 Scopus citations

• Adaptive-Weighting discriminative regression for multi-view classification

  Yang, M., Deng, C. & Nie, F., Apr 2019, In: Pattern Recognition. 88, p. 236-245 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Machine Learning 100%
  • Learning System 100%
  • Representation Learning 100%
  • Learning Framework 100%
  • Iterative Algorithm 100%
  124 Scopus citations

• Adaptive willingness resolves social dilemma in network populations

  Zhu, P., Song, Z., Guo, H., Wang, Z. & Zhao, T., 1 Nov 2019, In: Chaos. 29, 11, 113114.

  Research output: Contribution to journal › Article › peer-review

  • Social Dilemma 100%
  • Complex Network 100%
  • Feasible Solution 100%
  • Approximation Theory 100%
  • Approximation (Algorithm) 50%
  21 Scopus citations

• Adaptive windowed range-constrained Otsu method using local information

  Zheng, J., Zhang, D., Huang, K., Sun, Y. & Tang, S., 1 Jan 2016, In: Journal of Electronic Imaging. 25, 1, 013034.

  Research output: Contribution to journal › Article › peer-review

  • Local Information 100%
  • Image Segmentation 66%
  • Conventional Method 33%
  • Active Contour Model 33%
  • Level Set 33%
  12 Scopus citations

• Adaptive working schedule for duty-cycle opportunistic mobile networks

  Zhou, H., Zhao, H., Chen, J., Liu, C. H. & Fan, J., 1 Nov 2014, In: IEEE Transactions on Vehicular Technology. 63, 9, p. 4694-4703 10 p., 6776496.

  Research output: Contribution to journal › Article › peer-review

  • Duty Cycle 100%
  • Mobile Network 100%
  • Nodes 40%
  • Energy Saving 28%
  • Performance Degradation 20%
  9 Scopus citations

• Adaptive yaw control of the flexible pressure roller for composite tape winding

  He, X., Shi, Y., Duan, J. & Yan, L., 5 Sep 2014, In: Jixie Gongcheng Xuebao/Journal of Mechanical Engineering. 50, 17, p. 165-170 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Composite Prepregs 100%
  2 Scopus citations

• AdaSemiCD: An Adaptive Semi-supervised Change Detection Method Based on Pseudo Label Evaluation

  Ran, L., Wen, D., Zhuo, T., Zhang, S., Zhang, X. & Zhang, Y., 2025, (Accepted/In press) In: IEEE Transactions on Geoscience and Remote Sensing.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Experimental Result 100%
  • Annotation 100%
  • Semisupervised Learning 100%
  • Unlabeled Data 100%
  • Training Process 100%

• AdaSemiCD: An Adaptive Semi-Supervised Change Detection Method Based on Pseudo-Label Evaluation

  Ran, L., Wen, D., Zhuo, T., Zhang, S., Zhang, X. & Zhang, Y., 2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 5615814.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Experimental Result 100%
  • Annotation 100%
  • Semisupervised Learning 100%
  • Unlabeled Data 100%
  • Training Process 100%

• AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications

  Liu, S., Guo, B., Ma, K., Yu, Z. & Du, J., 29 Mar 2021, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 5, 1, 3448125.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Model Compression 100%
  • Deep Neural Network 100%
  • Mobile Application 100%
  • Compression Technique 22%
  • Deep Learning Method 11%
  42 Scopus citations

• A data assimilation method for recovering turbulent flows using heterogeneous experimental data

  Shi, Y., Liu, Y. & Zhang, W., Feb 2025, In: Aerospace Science and Technology. 157, 109770.

  Research output: Contribution to journal › Article › peer-review

  • Turbulent Flow 100%
  • Data Assimilation 100%
  • Flow Distribution 40%
  • Airfoil 20%
  • Wall Pressure 20%

• A data-driven approach for predicting the ballistic resistance of elastoplastic materials

  Li, X., Li, Z., Chen, Y. & Zhang, C., 1 Dec 2023, In: Engineering Fracture Mechanics. 293, 109706.

  Research output: Contribution to journal › Article › peer-review

  • Fracture Criterion 100%
  • Stress Triaxiality 100%
  • Reverse Loading 100%
  • Impact Problem 100%
  • Numerical Implementation 100%
  3 Scopus citations

• A Data-Driven Approach for University Public Opinion Analysis and Its Applications

  He, M., Ma, C. & Wang, R., Sep 2022, In: Applied Sciences (Switzerland). 12, 18, 9136.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Experimental Result 100%
  • Machine Learning 100%
  • Learning System 100%
  • Convolutional Neural Network 100%
  • Traditional Method 100%
  13 Scopus citations

• A Data-Driven Clustering Approach for Fault Diagnosis

  Hou, J. & Xiao, B., 8 Nov 2017, In: IEEE Access. 5, p. 26512-26520 9 p., 8101443.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Similarity Matrix 100%
  • Clustering Result 100%
  • Fault Diagnosis 100%
  • clustering approach 100%
  • Clustering Algorithm 50%
  9 Scopus citations

• A data-driven co-evolutionary exploration algorithm for computationally expensive constrained multi-objective problems

  Long, W., Wang, P., Dong, H., Li, J. & Fu, C., Sep 2024, In: Applied Soft Computing. 163, 111857.

  Research output: Contribution to journal › Article › peer-review

  • Multiobjective Optimization 100%
  • Feasible Region 100%
  • Multiobjective Problem 100%
  • Multiobjective 100%
  • Radial Basis Function 100%
  3 Scopus citations

• A data-driven ductile fracture criterion for high-speed impact

  Li, X., Qiao, Y., Chen, Y., Li, Z., Zhang, H. & Zhang, C., 25 Nov 2024, In: Engineering Fracture Mechanics. 311, 110525.

  Research output: Contribution to journal › Article › peer-review

  • Artificial Neural Network Model 100%
  • Impact Condition 100%
  1 Scopus citations

• A Data-Driven Feature Extraction Process of Interleaved DC/DC Converter Due to the Degradation of the Capacitor in the Aircraft Electrical System

  Zhang, C., Gao, P., Huang, M., Liu, W., Li, W. & Zhang, X., Dec 2024, In: Aerospace. 11, 12, 1027.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Feature Extraction 100%
  • Aircraft Power Systems 100%
  • DC-to-DC Converter 100%
  • Extraction Process 100%
  • Neural Network 100%

• A Data-Driven Maneuvering Target Tracking Method Aided with Partial Models

  Liu, Z. G., Wang, Z. K., Yang, Y. B. & Lu, Y., 1 Jan 2024, In: IEEE Transactions on Vehicular Technology. 73, 1, p. 414-425 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Tracking (Position) 100%
  • Target Tracking 100%
  • Kinematic Model 60%
  • Model Parameter 20%
  • Target Manoeuvre 20%
  11 Scopus citations

• A data-driven method for prediction of surface roughness with consideration of milling tool wear

  Zhang, Z., Jia, L., Luo, M., Wu, B. & Zhang, D., Oct 2024, In: International Journal of Advanced Manufacturing Technology. 134, 9-10, p. 4271-4282 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Hard Material 100%
  • Machine Element 16%
  3 Scopus citations

• A data-driven non-intrusive polynomial chaos for performance impact of high subsonic compressor cascades with stagger angle and profile errors

  Guo, Z., Chu, W. & Zhang, H., Oct 2022, In: Aerospace Science and Technology. 129, 107802.

  Research output: Contribution to journal › Article › peer-review

  • Uncertainty Quantification 100%
  • Aerodynamic Performance 75%
  • Aerodynamics 50%
  • Leading Edge 50%
  • Engineering 25%
  39 Scopus citations

• A data-driven polynomial chaos method for uncertainty quantification of a subsonic compressor cascade with stagger angle errors

  Wang, H., Gao, L., Yang, G. & Wu, B., Jun 2024, In: Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy. 238, 4, p. 591-604 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Uncertainty Quantification 100%
  • Sampled Data 100%
  • Design Condition 66%
  • Aerodynamic Performance 66%
  • Engineering Application 33%
  3 Scopus citations

• A data-driven robust design optimization method and its application in compressor blade

  Wang, H., Gao, L., Yang, G. & Wu, B., 1 Jun 2023, In: Physics of Fluids. 35, 6, 066114.

  Research output: Contribution to journal › Article › peer-review

  • Design Optimization 100%
  • Optimization Method 100%
  • Robust Design 100%
  • Compressor Blade 100%
  • Uncertainty Quantification 66%
  19 Scopus citations

• A data-driven technique for discovering the dynamical system with rigid impact characteristic

  Wang, B., Wang, L., Peng, J., Dong, S. & Xu, W., 5 Feb 2025, In: Journal of Sound and Vibration. 596, 118727.

  Research output: Contribution to journal › Article › peer-review

  • Fourier Series 100%
  • Collect Data 100%
  • Impact Dynamics 100%
  • Measurement Error 100%
  • Dynamical Behavior 100%

• Adding robustness to good command response of aircraft longitudinal flight control system

  Wang, W., Li, J., Li, A. & Li, G., Apr 2006, In: Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University. 24, 2, p. 138-142 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Command Response 100%
  2 Scopus citations

• Additive friction stir deposition of an Al-Cu-Mg alloy: Microstructure evolution and mechanical properties

  Feng, X., Zhang, M., Jiang, T., Xie, Y., Sun, Z. & Li, W., Dec 2024, In: Materials Characterization. 218, 114562.

  Research output: Contribution to journal › Article › peer-review

  • Ultimate Tensile Strength 100%
  • Magnesium Alloys 100%
  • Plastic Deformation 50%
  • Grain Boundary 50%
  • Three Dimensional Printing 50%
  3 Scopus citations

• Additively-manufactured multiphase coatings with laser protection ability for the repairing of MoSi₂-SiC/SiC coated C/C composites

  Wang, H. H., Kong, J. A., Ti, X. T., Yin, X. M., Shi, X. H. & Li, H. J., 15 Sep 2022, In: Ceramics International. 48, 18, p. 25788-25797 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Composite Material 100%
  • Reflectivity 50%
  • Laser Directed Energy Deposition 50%
  • Laser Ablation 50%
  4 Scopus citations

• Additively manufacturing high-performance bismaleimide architectures with ultraviolet-assisted direct ink writing

  Wu, T., Jiang, P., Zhang, X., Guo, Y., Ji, Z., Jia, X., Wang, X., Zhou, F. & Liu, W., 15 Oct 2019, In: Materials and Design. 180, 107947.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Direct Ink Writing 100%
  • Heat Treatment 66%
  • Three Dimensional Printing 66%
  • Ultimate Tensile Strength 33%
  • Young's Modulus 33%
  83 Scopus citations

• Additive manufacture of programmable multi-matrix continuous carbon fiber reinforced gradient composites

  Ye, W., Dou, H., Liu, J., Li, Z., Cheng, Y., Zhang, D., Yang, F. & Jing, S., 5 Jun 2024, In: Additive Manufacturing. 89, 104255.

  Research output: Contribution to journal › Article › peer-review

  • Matrix Material 100%
  • Additive Manufacture 100%
  • Polyurethan 40%
  • Continuous Fiber 40%
  • Potential Application 20%
  6 Scopus citations

• Additive manufacturing-driven design optimization: Building direction and structural topology

  Li, S., Yuan, S., Zhu, J., Wang, C., Li, J. & Zhang, W., Dec 2020, In: Additive Manufacturing. 36, 101406.

  Research output: Contribution to journal › Article › peer-review

  • Feedstock Material 100%
  93 Scopus citations

• Additive manufacturing of a high-strength ZrC-SiC and TC4 gradient structure based on a combination of laser deposition technique and brazing

  Wang, Q., Shi, J., Zhang, L., Xiong, J., Li, J., Ma, N. & Feng, J., Jul 2021, In: Journal of Materiomics. 7, 4, p. 766-779 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ti-6Al-4V 100%
  • Three Dimensional Printing 100%
  • Brazing 100%
  • Laser Deposition 100%
  • Ti-6al-4v 100%
  13 Scopus citations

• Additive manufacturing of crack-free large IN738LC parts through tailored substrate designs

  Lu, X., Zhang, G., Chiumenti, M., Cervera, M., Wang, Z., Yao, B. & Lin, X., May 2025, In: Thin-Walled Structures. 210, 112979.

  Research output: Contribution to journal › Article › peer-review

  • Crack Formation 100%
  • Induced Cracking 100%
  • Industrial Production 100%
  • Mm Crack 100%
  • Displacement Measurement 100%

• Additive manufacturing of high strength copper alloy with heterogeneous grain structure through laser powder bed fusion

  Liu, Y., Zhang, J., Tan, Q., Yin, Y., Liu, S., Li, M., Li, M., Liu, Q., Zhou, Y., Wu, T., Wang, F. & Zhang, M. X., Nov 2021, In: Acta Materialia. 220, 117311.

  Research output: Contribution to journal › Article › peer-review

  • Three Dimensional Printing 100%
  • Cobalt 100%
  • Laser Powder Bed Fusion 100%
  • Copper Alloy 100%
  • Crystal Microstructure 100%
  78 Scopus citations

• Additive package and its application of RHY4163 manual transmission fluid

  Fu, X., Hua, X., Liu, W. & Xue, Q., Nov 2004, In: Petroleum Processing and Petrochemicals. 35, 11, p. 65-69 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Adaptability 100%
  • Antiwear 100%
  • Wear Property 100%
  • Polyolefin 100%
  • Synthetic Oil 100%
  3 Scopus citations

• Additivity rule, isothermal and non-isothermal transformations on the basis of an analytical transformation model

  Liu, F., Yang, C., Yang, G. & Zhou, Y., Sep 2007, In: Acta Materialia. 55, 15, p. 5255-5267 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Nucleation 100%
  • Additivity Rule 100%
  • Heating Rate 100%
  • Activation Energy 50%
  56 Scopus citations

• Addressing Information Inequality for Text-Based Person Search via Pedestrian-Centric Visual Denoising and Bias-Aware Alignments

  Gao, L., Niu, K., Jiao, B., Wang, P. & Zhang, Y., 1 Dec 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 12, p. 7884-7899 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Information Inequality 100%
  13 Scopus citations

• ADD-RRV for motion planning in complex environments

  Cai, P., Yue, X. & Zhang, H., 14 Jan 2022, In: Robotica. 40, 1, p. 136-153 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Motion Planning 100%
  • Complex Environment 100%
  • Planning Method 50%
  • Principal Component 50%
  • Component Analysis 50%
  4 Scopus citations

• A Decentralized Automatic Load Power Allocation Strategy for Hybrid Energy Storage System

  Wang, Z., Wang, P., Jiang, W. & Wang, P., Sep 2021, In: IEEE Transactions on Energy Conversion. 36, 3, p. 2227-2238 12 p., 9261981.

  Research output: Contribution to journal › Article › peer-review

  • Power Allocation 100%
  • Load Power 100%
  • Supercapacitor 100%
  • Hybrid Energy Storage System 100%
  • State of Charge 66%
  23 Scopus citations

• A Decentralized Communication Framework Based on Dual-Level Recurrence for Multiagent Reinforcement Learning

  Li, X., Li, J., Shi, H. & Hwang, K. S., 1 Apr 2024, In: IEEE Transactions on Cognitive and Developmental Systems. 16, 2, p. 640-649 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Reinforcement Learning 100%
  • Multiagents 100%
  • multi-agent 100%
  • Observables 75%
  • Multi Agent System 33%
  5 Scopus citations

• A Deceptive Reviews Detection Method Based on Multidimensional Feature Construction and Ensemble Feature Selection

  Li, S., Zhong, G., Jin, Y., Wu, X., Zhu, P. & Wang, Z., 1 Feb 2023, In: IEEE Transactions on Computational Social Systems. 10, 1, p. 153-165 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Commerce Website 100%
  11 Scopus citations

• A decision diagram based reliability evaluation method for multiple phased-mission systems

  Zhang, S., Sun, S., Si, S. & Wang, P., 2017, In: Eksploatacja i Niezawodnosc. 19, 3, p. 485-492 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • System Reliability 100%
  • Reliability Evaluation 100%
  • Reliability Analysis 50%
  • Engineering 50%
  • Systems Analysis 50%
  13 Scopus citations

• A decision framework for cultural and creative products based on IF-TODIM method and group consensus reaching model

  Ding, N., Yu, S. H., Chu, J. J., Chen, C. & Shu, X. Y., Jan 2023, In: Advanced Engineering Informatics. 55, 101891.

  Research output: Contribution to journal › Article › peer-review

  • Decision Making 100%
  • Case Study 100%
  • Realization 100%
  • Decision Maker 100%
  • Product Design 100%
  23 Scopus citations