In the investigated model, the | 10 connections | View Chen's homepage, profile, activity, articles ©2018 Phillip Capital Inc. PhillipCapital®, the PhillipCapital® logo, and all other trademarks are the property of Phillip Capital Inc. Trading in futures and securities products entails significant risks of loss which must be understood prior to trading and may not be appropriate for all investors. In this paper, the containment control problem of second-order multi-agent systems (MASs) with general noise over directed topology is investigated. Although conventional imbalance learning methods are proposed to tackle this problem, they have some limitations: 1) undersampling methods suffer from losing important information and 2) cost-sensitive methods are sensitive to outliers and noise. This paper presents an effective framework for removing moving cast shadows. View Philip Chen’s profile on LinkedIn, the world’s largest professional community. Although we do not pre-screen comments, we reserve the right at all times to remove any information or materials that are unlawful, threatening, abusive, libelous, defamatory, obscene, vulgar, pornographic, profane, indecent or otherwise objectionable to us, and to disclose any information necessary to satisfy the law, regulation, or government request. Taking the reflection property of object surface for shadow regions under static and fixed scenes, an approximation estimation strategy of bidirectional reflectance distribution function as illumination invariant feature is proposed. Please cite: L. Guo, L. Chen, X. Lu and C. L. P. Chen, "Membership Affinity Lasso for Fuzzy Clustering," in IEEE Transactions on Fuzzy Systems. LinkedIn is the world's largest business network, helping professionals like Philip Chen discover inside connections to recommended job candidates, industry experts, and business partners. When categorizing, DeepWalk adopts one vs rest (OvR) logistic regression method, and BLS is applied after the production of vector representations. Institute of Electrical and Electronics Engineers, IEEE Systems, Man, and Cybernetics Society, Neural-Network-Based Adaptive DSC Design for Switched Fractional-Order Nonlinear Systems, Low-Cost Approximation-Based Adaptive Tracking Control of Output-Constrained Nonlinear Systems, Semisupervised Classification With Novel Graph Construction for High-Dimensional Data, Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models, Fixed-Time Adaptive Fuzzy Control for Uncertain Nonlinear Systems, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, XXXXXXX 1 GAN-based Enhanced Deep Subspace Clustering Networks, Weighted Generalized Cross-Validation-Based Regularization for Broad Learning System, Fast and Effective Active Clustering Ensemble Based on Density Peak, A Novel Adaptive NN Prescribed Performance Control for Stochastic Nonlinear Systems, Random-Positioned License Plate Recognition Using Hybrid Broad Learning System and Convolutional Networks, On the Accuracy-complexity Trade-off of Fuzzy Broad Learning System, Adaptive Finite-Time Control for Half-Vehicle Active Suspension Systems with Uncertain Dynamics, Simplified Optimized Backstepping Control for a Class of Nonlinear Strict-Feedback Systems With Unknown Dynamic Functions, Data-Driven Decision-Support System for Speaker Identification Using E-Vector System, Finite-time distributed cooperative control for heterogeneous nonlinear multi-agent systems with unknown input constraints, Online optimal consensus control of unknown linear multi-agent systems via time-based adaptive dynamic programming, A New Local Knowledge-Based Collaborative Representation for Image Recognition, Event-Trigger-Based Finite-Time Fuzzy Adaptive Control for Stochastic Nonlinear System with Unmodeled Dynamics, Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning, Robust Model Predictive Control Algorithm with Variable Feedback Gains for Output Tracking, Distributed Adaptive Cooperative Control for Uncertain Nonlinear Multi-agent Systems with Hysteretic Quantized Input, Hallucinating Color Face Image by Learning Graph Representation in Quaternion Space, Modal Regression based Structured Low-rank Matrix Recovery for Multi-view Learning, Sparse Bayesian Broad Learning System for Probabilistic Estimation of Prediction, Integral Barrier Lyapunov function-based adaptive control for switched nonlinear systems, Hybrid Dimensionality Reduction Forest With Pruning for High-Dimensional Data Classification, Correction to: Fuzzy Adaptive Leader-Following Consensus Control for Nonlinear Multi-Agent Systems with Unknown Control Directions, Smooth Transition in Communication for Swarm Control With Formation Change, Adaptive iterative learning consensus control for second-order multi-agent systems with unknown control gains, Term Selection for a Class of Separable Nonlinear Models, Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification, Adaptive Regularized Semi-Supervised Clustering Ensemble, Adaptive Classifier Ensemble Method Based on Spatial Perception for High-Dimensional Data Classification, Swarm Control for Self-Organized System With Fixed and Switching Topology, Simplified Optimized Control Using Reinforcement Learning Algorithm for a Class of Stochastic Nonlinear Systems, Broad Learning System-Based Learning Controller for Course Control of Marine Vessels, A Binary I-Ching Divination Evolutionary Algorithm for Feature Selection, Analysis of Customer Segmentation Based on Broad Learning System, Generative Method of Self-Organized Swarm with Designated Global Leader, Prediction of Ship Fuel Consumption Based on Broad Learning System, Application of hierarchical clustering analysis for vocal feature extraction, Indirect Fuzzy Control of Nonlinear Systems With Unknown Input and State Hysteresis Using an Alternative Adaptive Inverse, Moving Cast Shadows Segmentation Using Illumination Invariant Feature, Event-Triggered Adaptive Fuzzy Tracking Control for Uncertain Nonlinear Systems Preceded by Unknown Prandtl-Ishlinskii Hysteresis, Finite- Time Stabilization of Nontriangular Systems with Full State Constraints, Robust Nonconvex Nonnegative Low-rank Representation, Finite-Time Adaptive Quantized control of Stochastic Nonlinear Systems with Input Quantization: A BLS-Based Identification Method, Optimized Formation Control Using Simplified Reinforcement Learning for a Class of Multi-Agent Systems with Unknown Dynamics, Extended dimension fuzzy adaptive control for nonlinear uncertain stochastic systems with actuator constraints, Adaptive NN Event-triggered Control for Path Following of Underactuated Vessels with Finite-time Convergence, A Euclidean metric based voice feature extraction method using IDCT cepstrum coefficient, Multi-Kernel Broad Learning systems Based on Random Features:A Novel Expansion for Nonlinear Feature Nodes, Event-triggered-based Adaptive Output Feedback Control with Prescribed Performance for Strict-feedback Nonlinear Systems, Adaptive Consensus Tracking Control of Uncertain Nonlinear Multiagent Systems With Predefined Accuracy, Learning Quaternion Graph for Color Face Image Super-Resolution, An Effective Background Estimation Method for Shadows Removal of Document Images, Speaker identification based on PCC feature vector, A Fast Method of Function Approximation using Broad Learning System, Actuator Failure Compensation-Based Adaptive Control of Active Suspension Systems With Prescribed Performance, Fuzzy Observer Constraint Based on Adaptive Control for Uncertain Nonlinear MIMO Systems With Time-Varying State Constraints, Fuzzy Adaptive Leader-Following Consensus Control for Nonlinear Multi-Agent Systems with Unknown Control Directions, Adaptive Neural Quantized Control for a Class of MIMO Switched Nonlinear Systems With Asymmetric Actuator Dead-Zone, Nonlinear Model Predictive Control for Fin Stabilizer System of Marine Vessels Based on Recurrent Neural Network, A Review of Research on Port Throughput Forecasting, Robust adaptive visual tracking control for uncertain robotic systems with unknown dead-zone inputs, Hybrid Classifier Ensemble for Imbalanced Data, Event-Triggered Neural Control of Nonlinear Systems With Rate-Dependent Hysteresis Input Based on a New Filter, Adaptive Fuzzy Output-Feedback Control for Switched Nonlinear Systems With Stable and Unstable Unmodeled Dynamics, An Inception Convolutional Autoencoder Model for Chinese Healthcare Question Clustering, Synchronized adaptive control for coordinating manipulators with time‐varying actuator constraint and uncertain dynamics, Face Hallucination via Multiple Feature Learning with Hierarchical Structure, Consensus of multi-agent systems with impulsive perturbations and time-varying delays by dynamic delay interval method, Fuzzy Approximation-Based Adaptive Control of Nonlinear Uncertain State Constrained Systems With Time-Varying Delays, Source code for "Membership Affinity Lasso for Fuzzy Clustering", Discriminative Dimension Reduction via Maximin Separation Probability Analysis, Containment Control of Multi-Agent Systems With General Noise Based on Hierarchical Topology Reconfiguration, Erratum to “Adaptive backstepping-based tracking control of a class of uncertain switched nonlinear systems”, [Automatica 91 (2018) 301–310], Adaptive NN Control Without Feasibility Conditions for Nonlinear State Constrained Stochastic Systems With Unknown Time Delays, Adaptive Neural Network Learning Controller Design for a Class of Nonlinear Systems With Time-Varying State Constraints, Basis Function Matrix-Based Flexible Coefficient Autoregressive Models: A Framework for Time Series and Nonlinear System Modeling, Adaptive Neural Control for Switched Nonlinear Systems with Unmodeled Dynamics and Unknown Output Hysteresis, Event-Triggered Adaptive Fuzzy Tracking Control With Guaranteed Transient Performance for MIMO Nonlinear Uncertain Systems, Event-Triggered Adaptive Fuzzy Control for Uncertain Strict-Feedback Nonlinear Systems With Guaranteed Transient Performance, Adaptive Neural Control of a Class of Stochastic Nonlinear Uncertain Systems With Guaranteed Transient Performance, Adaptive Tracking Control for Switched Nonlinear Systems with Fuzzy Actuator Backlash, Fuzzy adaptive optimal control for nonlinear switched systems with actuator hysteresis, Adaptive Fuzzy Output Feedback Control For Nonlinear Systems Based on Event-Triggered Mechanism, Adaptive Neural Network Control for Active Suspension Systems With Time-Varying Vertical Displacement and Speed Constraints, Neural Network Controller Design for a Class of Nonlinear Delayed Systems With Time-Varying Full-State Constraints, A Fast Approach of Graph Embedding Using Broad Learning System, Modified Gram-Schmidt Method-Based Variable Projection Algorithm for Separable Nonlinear Models, Adaptive Fuzzy Output Feedback Quantized Control For Uncertain Nonlinear Hysteretic Systems Using A New Feedback-Based Quantizer, Automatic Leader-Follower Persistent Formation Control for Autonomous Surface Vehicles, Cooperative Path Following Ring-Networked Under-Actuated Autonomous Surface Vehicles: Algorithms and Experimental Results, Asymptotic adaptive control of nonlinear systems with elimination of overparametrization in a Nussbaum-like design, Cooperative control of multi-agent system using a learning approach, multimedia classification and recognition.