Search results for "KPCA"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
122	Chuyao Chen, Daqi Zhu, Qian Liu	Improved Kernel Principal Component Analysis and Its Application for Fault Detection.	ICIC (1)	2008	DBLP DOI BibTeX RDF	kernel principal component analysis (KPCA), feature vector selection (FVS), fault detection
108	Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou	Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
81	Therdsak Tangkuampien, David Suter	Human Motion De-noising via Greedy Kernel Principal Component Analysis Filtering.	ICPR (3)	2006	DBLP DOI BibTeX RDF
68	Tat-Jun Chin, David Suter	Incremental Kernel Principal Component Analysis.	IEEE Trans. Image Process.	2007	DBLP DOI BibTeX RDF
68	Tat-Jun Chin, David Suter	Improving the Speed of Kernel PCA on Large Scale Datasets.	AVSS	2006	DBLP DOI BibTeX RDF
68	Byung-Joo Kim, Il Kon Kim	Incremental Nonlinear PCA for Classification.	PKDD	2004	DBLP DOI BibTeX RDF	Incremental nonlinear PCA, Feature mapping function, Kernel PCA, LS-SVM
62	Jin Zhou 0003, Haokui Tang, Weidong Zhou	ICA Based on KPCA and Hierarchical RBF Network for Face Recognition.	ICIC (2)	2007	DBLP DOI BibTeX RDF	KPCA, HRBF, Face Recognition, ICA
61	Jian Cheng 0004, Jian-Sheng Qian, Guang-dong Niu, Yi-Nan Guo 0001	Gas Concentration Forecasting Based on Support Vector Regression in Correlation Space via KPCA.	ISNN (1)	2009	DBLP DOI BibTeX RDF
61	Peiling Cui, Jiancheng Fang	KPCA Plus FDA for Fault Detection.	ISNN (3)	2007	DBLP DOI BibTeX RDF
61	Jian Cheng 0004, Jian-Sheng Qian, Xiang-ting Wang, Licheng Jiao	Integrating KPCA and LS-SVM for Chaotic Time Series Forecasting Via Similarity Analysis.	ISNN (2)	2007	DBLP DOI BibTeX RDF
61	Wenming Zheng	KDA Plus KPCA for Face Recognition.	ISNN (2)	2006	DBLP DOI BibTeX RDF
61	Ruixiang Sun, Fugee Tsung, Liangsheng Qu	Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis.	IDEAL	2000	DBLP DOI BibTeX RDF
54	Sang-Woon Kim, B. John Oommen	Optimizing Kernel-Based Nonlinear Subspace Methods Using Prototype Reduction Schemes.	Australian Joint Conference on Artificial Intelligence	2002	DBLP DOI BibTeX RDF	Kernel based Nonlinear Subspace (KNS) Method, Kernel Principal Component Analysis (kPCA), Prototype Reduction Schemes (PRS)
54	Kazuhiro Hotta	Non-linear feature extraction by linear PCA using local kernel.	ICPR	2008	DBLP DOI BibTeX RDF
54	Anand Santhanam, M. Masudur Rahman 0003	Kernel PCA in Detecting Moving Vehicle from Its Viewpoint.	ICCTA	2007	DBLP DOI BibTeX RDF
54	Tongsen Hu, Ting Gui	Characteristics Preserving of Ultrasound Medical Images Based on Kernel Principal Component Analysis.	MIMI	2007	DBLP DOI BibTeX RDF	Ultrasound medical images, Characteristics extracting, Image processing, Kernel function, Kernel principal component analysis
54	Yibing Liu, Zhiyong Ma, He Qian, Peng Lv	Early Identification of Machine Fault Based on Kernel Principal Components Analysis.	ICICIC (3)	2006	DBLP DOI BibTeX RDF
54	Zhong-Gai Zhao, Fei Liu 0001	On-Line Nonlinear Process Monitoring Using Kernel Principal Component Analysis and Neural Network.	ISNN (2)	2006	DBLP DOI BibTeX RDF
54	Haixian Wang, Zilan Hu, Yu'e Zhao	Kernel Principal Component Analysis for Large Scale Data Set.	ICIC (1)	2006	DBLP DOI BibTeX RDF
54	Wenming Zheng, Cairong Zou, Li Zhao 0003	An Improved Algorithm for Kernel Principal Component Analysis.	Neural Process. Lett.	2005	DBLP DOI BibTeX RDF	feature extraction, kernel principal component analysis, eigenvalue decomposition
54	Kwang In Kim, Matthias O. Franz, Bernhard Schölkopf	Iterative Kernel Principal Component Analysis for Image Modeling.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
48	Jian-guo Zhou, Tao Bai, Ji-ming Tian	The Integrated Methodology of KPCA and Wavelet Support Vector Machine for Predicting Financial Distress.	ADMA	2008	DBLP DOI BibTeX RDF	Financial Distress, Wavelet Support Vector Machine, Kernel Principal Component Analysis
48	Chunfeng Yang, Yongzhao Zhan	Upper Facial Action Units Recognition Based on KPCA and SVM.	CGIV	2007	DBLP DOI BibTeX RDF
48	Yunhui He, Li Zhao 0003, Cairong Zou	Face Recognition Based on PCA/KPCA Plus CCA.	ICNC (2)	2005	DBLP DOI BibTeX RDF
48	Weihong Li, Weiguo Gong, Yixiong Liang, Weimin Chen	Feature Selection Based on KPCA, SVM and GSFS for Face Recognition.	ICAPR (2)	2005	DBLP DOI BibTeX RDF
48	Zhan-Li Sun, De-Shuang Huang	Extracting Target Information in Multispectral Images Using a Modified KPCA Approach.	ISNN (1)	2004	DBLP DOI BibTeX RDF
42	Hui Wang, Xiaohe Chen, Xinjian Chen 0001, Peilin Zang, Yunqing Liu, Lirong Wang	Fall Detection Based on KPCA and 3D KPCA.	Trustcom/BigDataSE/ISPA	2016	DBLP DOI BibTeX RDF
41	Ning Sun 0001, Haixian Wang, Zhen-hai Ji, Cairong Zou, Li Zhao 0003	An efficient algorithm for Kernel two-dimensional principal component analysis.	Neural Comput. Appl.	2008	DBLP DOI BibTeX RDF	KPCA, K2DPCA, Feature extraction, Eigenvalues decomposition
41	Murat Aykut, Murat Ekinci	Kernel Principal Component Analysis of Gabor Features for Palmprint Recognition.	ICB	2009	DBLP DOI BibTeX RDF	Biometrics, Gabor-wavelet, Kernel PCA, Palmprint recognition
41	Abdul Adeel Mohammed, Rashid Minhas, Q. M. Jonathan Wu, Maher A. Sid-Ahmed	A Novel Technique for Human Face Recognition Using Nonlinear Curvelet Feature Subspace.	ICIAR	2009	DBLP DOI BibTeX RDF
41	Li-Li Wei, Chong-Zhao Han	Kernel Principal Component Analysis for Fuzzy Point Data Set.	FSKD (2)	2007	DBLP DOI BibTeX RDF
41	Yi-Hung Liu, Yen-Ting Chen, Shey-Shin Lu	Face Detection Using Kernel PCA and Imbalanced SVM.	ICNC (1)	2006	DBLP DOI BibTeX RDF
41	Xianhua Jiang, Yuichi Motai, Robert R. Snapp, Xingquan Zhu 0001	Accelerated Kernel Feature Analysis.	CVPR (1)	2006	DBLP DOI BibTeX RDF
41	Hongwei Liu 0001, Hongtao Su, Zheng Bao 0001	Radar High Range Resolution Profiles Feature Extraction Based on Kernel PCA and Kernel ICA.	ISNN (1)	2005	DBLP DOI BibTeX RDF
41	Qiang Lv, Jinshou Yu	Fuzzy Self-Organizing Map Neural Network Using Kernel PCA and the Application.	ICNC (1)	2005	DBLP DOI BibTeX RDF
41	Hai-Hua Gao, Hui-Hua Yang, Xing-Yu Wang	Kernel PCA Based Network Intrusion Feature Extraction and Detection Using SVM.	ICNC (2)	2005	DBLP DOI BibTeX RDF
41	Guiyu Feng, Dewen Hu, Ming Li 0028, Zongtan Zhou	Palmprint Recognition Based on Unsupervised Subspace Analysis.	ICNC (1)	2005	DBLP DOI BibTeX RDF
41	Yoshikazu Washizawa, Kenji Hikida, Toshihisa Tanaka, Yukihiko Yamashita	Kernel Relative Principal Component Analysis for Pattern Recognition.	SSPR/SPR	2004	DBLP DOI BibTeX RDF
34	Wei Jiang, Jiake Lv, Xuan Wang, Rongrong Sun	A Novel Hybrid Approach of KPCA and SVM for Crop Quality Classification.	CSSE (4)	2008	DBLP DOI BibTeX RDF
34	P. S. Hiremath, C. J. Prabhakar	Face Recognition Using Symbolic KPCA Plus Symbolic LDA in the Framework of Symbolic Data Analysis: Symbolic Kernel Fisher Discriminant Method.	ACIVS	2008	DBLP DOI BibTeX RDF
34	Yo Horikawa, Yujiro Ohnishi	Comparison of Combining Methods of Correlation Kernels in kPCA and kCCA for Texture Classification with Kansei Information.	SCIA	2007	DBLP DOI BibTeX RDF	correlation kernel, Kansei information, principal component analysis, kernel method, texture classification, combining classifiers, canonical correlation analysis
34	Jin Zhou 0003, Yang Liu, Yuehui Chen	ICA Based on KPCA and Hybrid Flexible Neural Tree to Face Recognition.	CISIM	2007	DBLP DOI BibTeX RDF
34	Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang	Greedy KPCA in Biomedical Signal Processing.	ICANN (2)	2007	DBLP DOI BibTeX RDF
34	Jian Yang 0003, Alejandro F. Frangi, Jing-Yu Yang 0001, David Zhang 0001, Zhong Jin	KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
34	Qijun Zhao, Hongtao Lu	GA-Driven LDA in KPCA Space for Facial Expression Recognition.	ICNC (2)	2005	DBLP DOI BibTeX RDF
27	Guo-en Xia, Peiji Shao	Factor Analysis Algorithm with Mercer Kernel.	IITSI	2009	DBLP DOI BibTeX RDF	Kernel factor analysis(KFA), Kernel principal component analysis(KPCA), Support vector machine (SVM)
27	Sang-Woon Kim, B. John Oommen	On Utilizing Search Methods to Select Subspace Dimensions for Kernel-Based Nonlinear Subspace Classifiers.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF	kernel-based nonlinear subspace (KNS) classifier, subspace dimension selections, state-space search algorithms, Kernel principal component analysis (kPCA)
27	Ivor Wai-Hung Tsang, András Kocsor, James Tin-Yau Kwok	Large-Scale Maximum Margin Discriminant Analysis Using Core Vector Machines.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
27	L. Guo, G. M. Dong, J. Chen, Y. Zhu, Y. N. Pan	Rotating Fault Diagnosis Based on Wavelet Kernel Principal Component.	ISNN (1)	2008	DBLP DOI BibTeX RDF	wavelet kernel, rotating machinery, fault diagnosis, Kernel PCA
27	Murat Ekinci, Murat Aykut, Eyüp Gedikli	Gait Recognition by Applying Multiple Projections and Kernel PCA.	MLDM	2007	DBLP DOI BibTeX RDF
27	Dattatray V. Jadhav, Raghunath S. Holambe	Multiresolution based Kernel Fisher Discriminant Model for Face Recognition.	ITNG	2007	DBLP DOI BibTeX RDF
27	Jin Zhou 0003, Yang Liu, Yuehui Chen	Face Recognition Using Kernel PCA and Hierarchical RBF Network.	CISIM	2007	DBLP DOI BibTeX RDF
27	Seungjin Choi	Wake-Sleep PCA.	IJCNN	2007	DBLP DOI BibTeX RDF
27	Yohei Takeuchi, Seiichi Ozawa, Shigeo Abe	An Efficient Incremental Kernel Principal Component Analysis for Online Feature Selection.	IJCNN	2007	DBLP DOI BibTeX RDF
27	Sofia Mosci, Lorenzo Rosasco, Alessandro Verri	Dimensionality reduction and generalization.	ICML	2007	DBLP DOI BibTeX RDF
27	Xin Xu 0001, Rob Law 0001, Tao Wu 0001	Classification of Business Travelers Using SVMs Combined with Kernel Principal Component Analysis.	ADMA	2007	DBLP DOI BibTeX RDF
27	Shutao Li, Chen Liao	Feature Extraction for Cancer Classification Using Kernel-Based Methods.	LSMS (2)	2007	DBLP DOI BibTeX RDF
27	Rong Liu, Varun Jain, Hao Zhang 0002	Sub-sampling for Efficient Spectral Mesh Processing.	Computer Graphics International	2006	DBLP DOI BibTeX RDF
27	Wei-Shi Zheng 0001, Jian-Huang Lai	Regularized Locality Preserving Learning of Pre-Image Problem in Kernel Principal Component Analysis.	ICPR (2)	2006	DBLP DOI BibTeX RDF
27	Ivor W. Tsang, András Kocsor, James T. Kwok	Efficient kernel feature extraction for massive data sets.	KDD	2006	DBLP DOI BibTeX RDF	kernel feature, SVM, scalability, extraction
27	Jie Wang 0010, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos	Selecting Kernel Eigenfaces for Face Recognition with One Training Sample Per Subject.	ICME	2006	DBLP DOI BibTeX RDF
27	Guido Sanguinetti, Neil D. Lawrence	Missing Data in Kernel PCA.	ECML	2006	DBLP DOI BibTeX RDF
27	Alissar Nasser, Denis Hamad, Chaiban Nasr	Kernel PCA as a Visualization Tools for Clusters Identifications.	ICANN (2)	2006	DBLP DOI BibTeX RDF	DB index, Clustering, visualization, K-means, Kernel PCA
27	Byung-Joo Kim, Chang-Bum Lee, Il Kon Kim	A Robust Realtime Surveillance System.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
27	Peng Zhang 0016, Jing Peng, Carlotta Domeniconi	Kernel pooled local subspaces for classification.	IEEE Trans. Syst. Man Cybern. Part B	2005	DBLP DOI BibTeX RDF
27	Koji Hotta	View independent face recognition based on kernel principal component analysis of local parts.	ICIP (3)	2005	DBLP DOI BibTeX RDF
27	Byung-Joo Kim	Active Visual Learning and Recognition Using Incremental Kernel PCA.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF
27	Qingshan Liu 0001, Jian Cheng 0001, Hanqing Lu, Songde Ma	Distance Based Kernel PCA Image Reconstruction.	ICPR (3)	2004	DBLP DOI BibTeX RDF
27	Antti Honkela, Stefan Harmeling, Leo Lundqvist, Harri Valpola	Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method.	ICA	2004	DBLP DOI BibTeX RDF
27	Xianghua Fu, Zhaofeng Ma, Boqin Feng	Kernel-Based Semantic Text Categorization for Large Scale Web Information Organization.	GCC	2004	DBLP DOI BibTeX RDF
27	Jason Meltzer, Ming-Hsuan Yang 0001, Rakesh Gupta 0001, Stefano Soatto	Multiple View Feature Descriptors from Image Sequences via Kernel Principal Component Analysis.	ECCV (1)	2004	DBLP DOI BibTeX RDF
27	Peng Zhang 0016, Jing Peng, Carlotta Domeniconi	Dimensionality Reduction Using Kernel Pooled Local Discriminant Information.	ICDM	2003	DBLP DOI BibTeX RDF
21	Nitin Arvind Shelke, Singara Singh Kasana	Multiple forgery detection in digital video with VGG-16-based deep neural network and KPCA.	Multim. Tools Appl.	2024	DBLP DOI BibTeX RDF
21	Tajul Miftahushudur, Bruce Grieve, Hujun Yin	Permuted KPCA and SMOTE to Guide GAN-Based Oversampling for Imbalanced HSI Classification.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2024	DBLP DOI BibTeX RDF
21	Ying Han, Xinping Song, Jinmei Shi, Kun Li	KPCA-WPHM-SCNs-based remaining useful life prediction method for motor rolling bearings.	Trans. Inst. Meas. Control	2024	DBLP DOI BibTeX RDF
21	Dengqin Song, Tongqiang Yi, Qingwei Xiang, Hongci Chen	Leveraging ISMOTE-KPCA-STACKING Algorithm for Enhanced Vascular Vertigo/Dizziness Diagnosis and Clinical Decision Support.	IEEE Access	2023	DBLP DOI BibTeX RDF
21	Guang Wang 0002, Jinghui Yang, Yucheng Qian, Jingsong Han, Jianfang Jiao	KPCA-CCA-Based Quality-Related Fault Detection and Diagnosis Method for Nonlinear Process Monitoring.	IEEE Trans. Ind. Informatics	2023	DBLP DOI BibTeX RDF
21	Fatma Lajmi, Lotfi Mhamdi, Wiem Abdelbaki, Hedi Dhouibi, Khaled Younes	Investigating Machine Learning and Control Theory Approaches for Process Fault Detection: A Comparative Study of KPCA and the Observer-Based Method.	Sensors	2023	DBLP DOI BibTeX RDF
21	Yanyan Duan, Fenghua Huang, Lingwei Xu, T. Aaron Gulliver	Intelligent spectrum sensing algorithm for cognitive internet of vehicles based on KPCA and improved CNN.	Peer Peer Netw. Appl.	2023	DBLP DOI BibTeX RDF
21	Liu-Ying Wen, Xiao-Min Zhang, Qing-Feng Li, Fan Min 0001	KGA: integrating KPCA and GAN for microbial data augmentation.	Int. J. Mach. Learn. Cybern.	2023	DBLP DOI BibTeX RDF
21	Jiaqi Li, Ran Wang, Wenfang Zheng	Research on Factor Importance Feature Recognition Algorithm Based on KPCA-GBDT-LightGBM Intelligent Coupling Algorithm.	CIPAE	2023	DBLP DOI BibTeX RDF
21	Zhongqiang Zhou, Jishuang Lin, Shengtong Niu, Zhibin Li	Fault type detection for an active phase change control device utilizing KPCA-ISSA-BP neural network.	SAFEPROCESS	2023	DBLP DOI BibTeX RDF
21	Yuchen Qian, Han Lin	EMD-KPCA based Short Circuit Fault Diagnosis Method for Battery Pack.	ICIT	2023	DBLP DOI BibTeX RDF
21	Joseph Bamidele Awotunde, Ranjit Panigrahi, Mohit Agarwal, Biswajit Brahma, Akash Kumar Bhoi	CNN-KPCA: A hybrid Convolutional Neural Network with Kernel Principal Component Analysis for Intrusion Detection System for the Internet of Things Environments.	SCCTT	2023	DBLP BibTeX RDF
21	Runyu Zhang, Jian Tang 0003, Heng Xia	Carbon Monoxide Emission Prediction Based on Concept Drift Detection Using KPCA for Municipal Solid Waste Incineration Processes.	SSCI	2023	DBLP DOI BibTeX RDF
21	Wangyong Lv, Shijing Zeng, Jiao Zhou, Tingting Li, Arthur Sandor Voundi Koe	Interval-valued Pythagorean fuzzy linguistic KPCA model based on TOPSIS and its application for emergency group decision making.	Int. J. Intell. Syst.	2022	DBLP DOI BibTeX RDF
21	Xinhong Li, Ruichao Jia, Renren Zhang, Shangyu Yang, Guoming Chen	A KPCA-BRANN based data-driven approach to model corrosion degradation of subsea oil pipelines.	Reliab. Eng. Syst. Saf.	2022	DBLP DOI BibTeX RDF
21	V. Geetha, V. Anbumani, R. Parameshwaran, S. Gomathi 0001	Savitzky Golay and KPCA based Optimal Discrete Wavelet Transform Architecture for Image Compression.	Microprocess. Microsystems	2022	DBLP DOI BibTeX RDF
21	Francesco Simmini, Mirco Rampazzo, Fabio Peterle, Gian Antonio Susto, Alessandro Beghi	A Self-Tuning KPCA-Based Approach to Fault Detection in Chiller Systems.	IEEE Trans. Control. Syst. Technol.	2022	DBLP DOI BibTeX RDF
21	Feng Yang, Zheng Ma 0005, Mei Xie	Image classification with parallel KPCA-PCA network.	Comput. Intell.	2022	DBLP DOI BibTeX RDF
21	Junhao Zhu, Yi Zeng, Jianheng Zhou, Xunde Dong	ECG heartbeat classification based on combined features extracted by PCA, KPCA, AKPCA and DWT.	CBMS	2022	DBLP DOI BibTeX RDF
21	Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou	Reduced KPCA based Ensemble Learning Approach for Fault Diagnosis of Grid-Connected PV Systems.	SSD	2022	DBLP DOI BibTeX RDF
21	F. Shen Tu, C. H. Ju, R. Chen	A Regional Logistics Demand Forecasting Method using KPCA-GA-ELM.	PRIS	2022	DBLP DOI BibTeX RDF
21	Baosheng Li, Chuandong Qin	Predictive Analytics for Octane Number: A Novel Hybrid Approach of KPCA and GS-PSO-SVR Model.	IEEE Access	2021	DBLP DOI BibTeX RDF
21	Shrooq Alsenan, Isra Al-Turaiki, Alaaeldin M. Hafez	Auto-KPCA: A Two-Step Hybrid Feature Extraction Technique for Quantitative Structure-Activity Relationship Modeling.	IEEE Access	2021	DBLP DOI BibTeX RDF
21	Wu Yun, Hu Xin	Fault Diagnosis of Wind Turbine Pitch System Based on Multiblock KPCA Algorithm.	IEEE Access	2021	DBLP DOI BibTeX RDF
21	Haoyu Jiang, Kai Chen, Quanbo Ge, Yun Wang, Jinqiang Xu, Chunxi Li	Fault Diagnosis of Power IoT System Based on Improved Q-KPCA-RF Using Message Data.	IEEE Internet Things J.	2021	DBLP DOI BibTeX RDF
21	Xuning Liu, Guoying Zhang, Zixian Zhang, Genshan Zhang, Zhixiang Li, Hongqiang Hu	Application of Coupled LDA-KPCA and BO-MKRVM Model to Predict Coal and Gas Outbursts.	Neural Process. Lett.	2021	DBLP DOI BibTeX RDF
21	Zohreh Ansari, Farshad Almasganj, Seyed Jahanshah Kabudian	Rapid Speaker Adaptation Based on Combination of KPCA and Latent Variable Model.	Circuits Syst. Signal Process.	2021	DBLP DOI BibTeX RDF
21	Vinai George Biju, Blessy Baby Mathew, C. M. Prashanth	A multilevel analysis of hiv1-miR-H1 miRNA using KPCA, K-means, Random Forest and online target tools.	Int. J. Bioinform. Res. Appl.	2021	DBLP DOI BibTeX RDF