Search Results - "Chen, C. L. Philip"

Guide Subspace Learning for Unsupervised Domain Adaptation by Zhang, Lei, Fu, Jingru, Wang, Shanshan, Zhang, David, Dong, Zhaoyang, Chen, C. L. Philip

“…A prevailing problem in many machine learning tasks is that the training (i.e., source domain) and test data (i.e., target domain) have different distribution…”
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Fuzzy Adaptive Quantized Control for a Class of Stochastic Nonlinear Uncertain Systems by Zhi Liu, Fang Wang, Yun Zhang, Philip Chen, C. L.

“…In this paper, a fuzzy adaptive approach for stochastic strict-feedback nonlinear systems with quantized input signal is developed. Compared with the existing…”
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Multiobjective Overtaking Maneuver Planning for Autonomous Ground Vehicles by Chai, Runqi, Tsourdos, Antonios, Savvaris, Al, Chai, Senchun, Xia, Yuanqing, Philip Chen, C. L.

“…Constrained autonomous vehicle overtaking trajectories are usually difficult to generate due to certain practical requirements and complex environmental…”
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Formation Control of Leader-Follower Mobile Robots' Systems Using Model Predictive Control Based on Neural-Dynamic Optimization by Hanzhen Xiao, Zhijun Li, Chen, C. L. Philip

“…In this paper, a neural-dynamic optimization-based nonlinear model predictive control (NMPC) is developed for controlling leader-follower mobile robots…”
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High-Quality Fusion and Visualization for MR-PET Brain Tumor Images via Multi-Dimensional Features by Wen, Jinyu, Khan, Asad, Chen, Amei, Peng, Weilong, Fang, Meie, Philip Chen, C. L., Li, Ping

“…The fusion of magnetic resonance imaging and positron emission tomography can combine biological anatomical information and physiological metabolic…”
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GreenSea: Visual Soccer Analysis Using Broad Learning System by Sheng, Bin, Li, Ping, Zhang, Yuhan, Mao, Lijuan, Chen, C. L. Philip

“…Modern soccer increasingly places trust in visual analysis and statistics rather than only relying on the human experience. However, soccer is an…”
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AIA-Net: Adaptive Interactive Attention Network for Text-Audio Emotion Recognition by Zhang, Tong, Li, Shuzhen, Chen, Bianna, Yuan, Haozhang, Philip Chen, C. L.

“…Emotion recognition based on text-audio modalities is the core technology for transforming a graphical user interface into a voice user interface, and it plays…”
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Local Water-Filling Algorithm for Shadow Detection and Removal of Document Images by Wang, Bingshu, Chen, C L Philip

“…Shadow detection and removal is an important task for digitized document applications. It is hard for many methods to distinguish shadow from printed text due…”
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Event-Triggered Adaptive Fuzzy Tracking Control for Uncertain Nonlinear Systems Preceded by Unknown Prandtl-Ishlinskii Hysteresis by Su, Xiaohang, Liu, Zhi, Zhang, Yun, Philip Chen, C. L.

“…In this article, the problem of event-triggered tracking control for a class of uncertain nonlinear systems with unknown Prandtl-Ishlinskii (PI) hysteresis is…”
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Adaptive Fuzzy Tracking Control of Nonlinear Systems With Asymmetric Actuator Backlash Based on a New Smooth Inverse by Guanyu Lai, Zhi Liu, Yun Zhang, Philip Chen, C. L.

“…This paper is concentrated on the problem of adaptive fuzzy tracking control for an uncertain nonlinear system whose actuator is encountered by the asymmetric…”
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Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture by Chen, C. L. Philip, Liu, Zhulin

“…Broad Learning System (BLS) that aims to offer an alternative way of learning in deep structure is proposed in this paper. Deep structure and learning suffer…”
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ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface by Tao, Wei, Wang, Ze, Wong, Chi Man, Jia, Ziyu, Li, Chang, Chen, Xun, Philip Chen, C. L., Wan, Feng

“…Convolutional neural networks (CNNs) have been successfully applied to motor imagery (MI)-based brain-computer interface (BCI). Nevertheless, single-scale CNN…”
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A Collaborative Fuzzy Clustering Algorithm in Distributed Network Environments by Jin Zhou, Chen, C. L. Philip, Long Chen, Han-Xiong Li

“…Due to privacy and security requirements or technical constraints, traditional centralized approaches to data clustering in a large dynamic distributed…”
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Event-Trigger-Based Finite-Time Fuzzy Adaptive Control for Stochastic Nonlinear System With Unmodeled Dynamics by Sui, Shuai, Chen, C. L. Philip, Tong, Shaocheng

“…This article investigates the problem of finite-time fuzzy adaptive event-triggered control design for stochastic nonlinear nonstrict feedback systems with…”
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Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification by Feng, Shuang, Chen, C.L. Philip

“…A novel neuro-fuzzy model named fuzzy broad learning system (BLS) is proposed by merging the Takagi-Sugeno (TS) fuzzy system into BLS. The fuzzy BLS replaces…”
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Finite-Time Filter Decentralized Control for Nonstrict-Feedback Nonlinear Large-Scale Systems by Sui, Shuai, Tong, Shaocheng, Chen, C. L. Philip

“…This paper solves the finite-time decentralized control problem for uncertain nonlinear large-scale systems in nonstrict-feedback form. The considered…”
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Multi-Stage Convolutional Broad Learning with Block Diagonal Constraint for Hyperspectral Image Classification by Kong, Yi, Wang, Xuesong, Cheng, Yuhu, Chen, C. L. Philip

“…By combining the broad learning and a convolutional neural network (CNN), a block-diagonal constrained multi-stage convolutional broad learning (MSCBL-BD)…”
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Underwater Internet of Things in Smart Ocean: System Architecture and Open Issues by Qiu, Tie, Zhao, Zhao, Zhang, Tong, Chen, Chen, Chen, C. L. Philip

“…The development of the smart ocean requires that various features of the ocean be explored and understood. The Underwater Internet of Things (UIoT), an…”
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Neural Network Filtering Control Design for Nontriangular Structure Switched Nonlinear Systems in Finite Time by Sui, Shuai, Chen, C. L. Philip, Tong, Shaocheng

“…This paper solves the finite-time switching control issue for the nonstrict-feedback nonlinear switched systems. The controlled plants contain immeasurable…”
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Simplified Optimized Backstepping Control for a Class of Nonlinear Strict-Feedback Systems With Unknown Dynamic Functions by Wen, Guoxing, Chen, C. L. Philip, Ge, Shuzhi Sam

“…In this article, a control scheme based on optimized backstepping (OB) technique is developed for a class of nonlinear strict-feedback systems with unknown…”
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