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检索条件"主题词=Dynamical Pattern Recognition"
21 条 记 录,以下是11-20 订阅
排序:
Model-Based Human Gait recognition Via Deterministic Learning
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COGNITIVE COMPUTATION 2014年 第2期6卷 218-229页
作者: Zeng, Wei Wang, Cong Li, Yuanqing S China Univ Technol Sch Mech & Automot Engn Guangzhou 510640 Peoples R China Longyan Univ Sch Phys & Mech & Elect Engn Longyan 364000 Peoples R China S China Univ Technol Sch Automat Sci & Engn Guangzhou 510640 Peoples R China
In this paper, we present a new model-based approach for human gait recognition in the sagittal plane via deterministic learning (DL) theory. Side silhouette lower limb joint angles characterize the gait system dynami... 详细信息
来源: 评论
Time series clustering of dynamical systems via deterministic learning
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INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 2024年 第7期15卷 2761-2779页
作者: Sun, Chen Wu, Weiming Zhang, Zirui Li, Zhirui Ji, Bing Wang, Cong Shandong Univ Ctr Intelligent Med Engn Sch Control Sci & Engn Jinan 250061 Peoples R China
A recent deterministic learning theory has achieved locally-accurate identification of unknown system dynamics. This article presents a novel application of deterministic learning theory to unsupervised learning for t... 详细信息
来源: 评论
Extracting cardiac dynamics within ECG signal for human identification and cardiovascular diseases classification
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NEURAL NETWORKS 2018年 100卷 70-83页
作者: Deng, Muqing Wang, Cong Tang, Min Zheng, Tongjia Hangzhou Dianzi Univ Inst Informat & Control Hangzhou 310018 Zhejiang Peoples R China South China Univ Technol Coll Automat Guangzhou 510640 Guangdong Peoples R China Chinese Acad Med Sci Natl Ctr Cardiovasc Dis Fuwai Hosp State Key Lab Cardiovasc Dis Beijing 100000 Peoples R China Peking Union Med Coll Beijing 100000 Peoples R China Univ Notre Dame Coll Engn Notre Dame IN 46556 USA
Cardiac characteristics underlying the time/frequency domain features are limited and not comprehensive enough to reflect the temporal/dynamical nature of ECG patterns. This paper proposes a dynamical ECG recognition ... 详细信息
来源: 评论
pattern-Based NN Control of a Class of Uncertain Nonlinear Systems
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2018年 第4期29卷 1108-1119页
作者: Yang, Feifei Wang, Cong South China Univ Technol Sch Mat Sci & Engn Dept Biomed Engn Guangzhou 510641 Guangdong Peoples R China South China Univ Technol Sch Automat Guangzhou 510641 Guangdong Peoples R China South China Univ Technol Key Lab Biomed Engn Guangdong Guangzhou 510641 Guangdong Peoples R China
This paper presents a pattern-based neural network (NN) control approach for a class of uncertain nonlinear systems. The approach consists of two phases of identification and another two phases of recognition and cont... 详细信息
来源: 评论
Incipient fault detection of nonlinear dynamical systems via deterministic learning
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NEUROCOMPUTING 2018年 313卷 125-134页
作者: Wang, Qian Wang, Cong South China Univ Technol Sch Automat Sci & Engn Guangzhou 510641 Guangdong Peoples R China
Detection of incipient faults is an important and challenging issue in the area of fault diagnosis and prognosis. This paper presents a new incipient fault detection approach for nonlinear dynamical systems via determ... 详细信息
来源: 评论
Direct Representation of the Similarity Measure Based on Deterministic Learning Theory  20th
Direct Representation of the Similarity Measure Based on Det...
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20th Chinese Intelligent Systems Conference
作者: Li, Hao Song, Yunzhong Yang, Feifei Henan Polytech Univ Sch Elect Engn & Automat Jiaozuo 454003 Henan Peoples R China Henan Int Joint Lab Direct Dr & Gen Intelligent E Zhengzhou Peoples R China Henan Key Lab Intelligent Detect & Control Coal M Jiaozuo Henan Peoples R China Zhengzhou Univ Light Ind Sch Elect Informat Engn Zhengzhou 450002 Peoples R China
In traditional rapid recognition of dynamical patterns based on the deterministic learning(DL) method, the approximation of the similarity between two dynamical patterns is usually derived by adding the approximation ... 详细信息
来源: 评论
Kinect-based Gait recognition System Design Via Deterministic Learning  29
Kinect-based Gait Recognition System Design Via Deterministi...
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第29届中国控制与决策会议
作者: CHENG Fengjiang DENG Muqing WANG Cong College of Automation South China University of Technology Key Laboratory of Biomedical Engineering in Guangdong
This paper proposes an effective and rapid human gait recognition system based on deterministic learning and Microsoft *** order to deal with the difficulties of feature extraction in the gait recognition system,Kinec... 详细信息
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Rapid Detection of Rotating Stall in Axial Flow Compressors on Computer Cluster  29
Rapid Detection of Rotating Stall in Axial Flow Compressors ...
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第29届中国控制与决策会议
作者: Qinghua Sun Cong Wang Peng Lin College of Automation Science&Engineering South China University of Technology
Early detection of rotating stall is of great significance to improve the performance of the *** this paper,based on the fault detection decision scheme,early detection of rotating stall is realized via dynamical patt... 详细信息
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Rapid Detection of Small Oscillation Faults via Deterministic Learning
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IEEE TRANSACTIONS ON NEURAL NETWORKS 2011年 第8期22卷 1284-1296页
作者: Wang, Cong Chen, Tianrui S China Univ Technol Sch Automat Guangzhou 510641 Peoples R China S China Univ Technol Ctr Control & Optimizat Guangzhou 510641 Peoples R China Guangdong Univ Technol Coll Automat Guangzhou 510001 Guangdong Peoples R China
Detection of small faults is one of the most important and challenging tasks in the area of fault diagnosis. In this paper, we present an approach for the rapid detection of small oscillation faults based on a recentl... 详细信息
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IDENTIFICATION AND recognition OF THE PERSPECTIVE DYNAMIC VISION SYSTEM VIA DETERMINISTIC LEARNING
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INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 2016年 第5期12卷 1581-1596页
作者: Wang, Qinghui Zeng, Wei Liu, Fenglin Wang, Ying Longyan Univ Sch Mech & Elect Engn 1 East Xiaobei Rd Longyan 364012 Peoples R China
In this paper, we present a new approach for identification and recognition of the perspective dynamic vision system via deterministic learning theory. The states of the system are periodic or recurrent and only the o... 详细信息
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