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Discriminating growth stages of an endangered Mediterranean relict plant (Ammopiptanthus mongolicus) in the arid Northwest China using hyperspectral measurements 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 657, 页码: 270-278
Authors:  Li, Ruili;  Yan, Chunhua;  Zhao, Yunxia;  Wang, Pei;  Qiu, Guo Yu
Favorite  |  View/Download:4/0  |  Submit date:2019/07/12
Hyperspectral  Growth stages  Fisher Linear Discrimination Analysis (FLDA)  Partial Least Square Regression (PLSR)  Spectral Features (SFs)  
Radiomic signature as a diagnostic factor for histologic subtype classification of non-small cell lung cancer 期刊论文
EUROPEAN RADIOLOGY, 2018, 卷号: 28, 期号: 7, 页码: 2772-2778
Authors:  Zhu, Xinzhong;  Dong, Di;  Chen, Zhendong;  Fang, Mengjie;  Zhang, Liwen;  Song, Jiangdian;  Yu, Dongdong;  Zang, Yali;  Liu, Zhenyu;  Shi, Jingyun;  Tian, Jie
Favorite  |  View/Download:45/0  |  Submit date:2018/10/10
Aenocarcinoma  Diagnostic Imaging  Regression Analysis  Roc Curve  Squamous Cell Carcinoma  
Identifying Dynamic Functional Connectivity Biomarkers Using GIG-ICA: Application to Schizophrenia, Schizoaffective Disorder, and Psychotic Bipolar Disorder 期刊论文
Human Brain Mapping, 2017, 卷号: 38, 期号: 5, 页码: 2683-2708
Authors:  Du, Yuhui;  Pearlson, Godfrey D.;  Lin, Dongdong Sui, Jing(隋婧);  Chen, Jiayu;  Salman, Mustafa;  Tamminga, Carol A.;  Ivleva, Elena I.;  Sweeney, John A.;  Keshavan, Matcheri S.
Favorite  |  View/Download:50/0  |  Submit date:2018/03/09
Functional Magnetic Resonance Imaging  Dynamic Functional Connectivity  Independent Component Analysis  Schizophrenia  Schizoaffective Disorder  Bipolar Disorder  Default Mode Network  Phenotypes B-snip  Time-varying Connectivity  Global Signal Regression  State Brain Networks  Resting-state  Frontal-lobe  Fmri  Dsm-5  Anticorrelations  
Age estimation based on improved discriminative Gaussian process latent variable model 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 卷号: 75, 期号: 19, 页码: 11977-11994
Authors:  Cai, Lijun;  Huang, Lei;  Liu, Changping
View  |  Adobe PDF(7271Kb)  |  Favorite  |  View/Download:76/11  |  Submit date:2016/06/20
Age Estimation  Discriminative Gaussian Process Latent Variable Model  Kernel Fisher Discriminant Analysis  Gaussian Process Regression  
Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 9, 期号: 2, 页码: 595-608
Authors:  Cheng, Guangliang;  Zhu, Feiyun;  Xiang, Shiming;  Wang, Ying;  Pan, Chunhong
View  |  Adobe PDF(2011Kb)  |  Favorite  |  View/Download:130/57  |  Submit date:2016/06/14
Discriminant Analysis  Hyperspectral Image Classification (Hsic)  Pairwise Constraints  Robust Regression  Semisupervised Learning (Ssl)  
Visual Aesthetic Quality Assessment with a Regression Model 会议论文
Proc. IEEE International Conference on Image Processing 2015, Quebec, Canada, 2015-09-01
Authors:  Yueying Kao;  Chong Wang;  Kaiqi Huang
View  |  Adobe PDF(606Kb)  |  Favorite  |  View/Download:90/40  |  Submit date:2016/12/30
Agriculture    feature Extraction    image Analysis    predictive Models    quality Assessment    visual Systems    visualization    aesthetic Image Analysis    convolutional Neural Network    regression  
Accurate and Interpretable Bayesian MARS for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 卷号: 15, 期号: 6, 页码: 2457-2469
Authors:  Xu, Yanyan;  Kong, Qing-Jie;  Klette, Reinhard;  Liu, Yuncai
Favorite  |  View/Download:57/0  |  Submit date:2015/08/12
Bayesian Inference  Interpretable Model  Markov Chain Monte Carlo (Mcmc)  Multivariate Adaptive-regression Splines (Mars)  Spatiotemporal Relationship Analysis  Traffic Flow Prediction  
How to Estimate the Regularization Parameter for Spectral Regression Discriminant Analysis and its Kernel Version? 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 2, 页码: 211-223
Authors:  Gui, Jie;  Sun, Zhenan;  Cheng, Jun;  Ji, Shuiwang;  Wu, Xindong
Favorite  |  View/Download:42/0  |  Submit date:2015/08/12
Kernel Methods  Perturbation Linear Discriminant Analysis  Regularization Parameter Estimation  Spectral Regression Discriminant Analysis  
Coupled Discriminant Analysis for Heterogeneous Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2012, 卷号: 7, 期号: 6, 页码: 1707-1716
Authors:  Lei, Zhen;  Liao, Shengcai;  Jain, Anil K.;  Li, Stan Z.
Favorite  |  View/Download:47/0  |  Submit date:2015/09/18
Face Recognition  Heterogeneous Face Recognition  Coupled Discriminant Analysis  Coupled Spectral Regression  Locality ConstraInt In Kernel Space  
子空间学习算法研究及其相关应用 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2010
Authors:  陈伟
Adobe PDF(8262Kb)  |  Favorite  |  View/Download:74/0  |  Submit date:2015/09/02
子空间学习  二维线性判别分析  局部权重投影回归  Pc-surf算法  Subspace Learning  Two Dimensional Discriminant Analysis  Locallly Weighted Projection Regression  Pc-surf