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SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:  Xie, Guo-Sen;  Zhang, Zheng;  Liu, Li;  Zhu, Fan;  Zhang, Xu-Yao;  Shao, Ling;  Li, Xuelong
收藏  |  浏览/下载：173/0  |  提交时间：2021/01/07
Training  Task analysis  Learning systems  Computational modeling  Optimization  Support vector machines  Principal component analysis  Feature learning  feature selection  least squares  subspace learning  
A generalized least-squares approach regularized with graph embedding for dimensionality reduction 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 98, 页码: 10
作者:  Shen, Xiang-Jun;  Liu, Si-Xing;  Bao, Bing-Kun;  Pan, Chun-Hong;  Zha, Zheng-Jun;  Fan, Jianping
收藏  |  浏览/下载：228/0  |  提交时间：2020/03/30
Dimensionality reduction  Graph embedding  Subspace learning  Least-squares  
Multi-view laplacian least squares for human emotion recognition 期刊论文
NEUROCOMPUTING, 2019, 卷号: 370, 页码: 78-87
作者:  Guo, Shuai;  Feng, Lin;  Feng, Zhan-Bo;  Li, Yi-Hao;  Wang, Yang;  Liu, Sheng-Lan;  Qiao, Hong
收藏  |  浏览/下载：242/0  |  提交时间：2020/03/30
Multi-view learning  Laplacian least squares  Subspace learning  Human emotion recognition  
Stacked ensemble extreme learning machine coupled with Partial Least Squares-based weighting strategy for nonlinear multivariate calibration 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2019, 卷号: 215, 页码: 97-111
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Sha, Xiaopeng;  Lv, Xiaoyong;  Peng, Silong;  Ying, Yao
收藏  |  浏览/下载：156/0  |  提交时间：2019/12/16
Extreme learning machine (ELM)  Partial least squares (PLS)  Nonlinear multivariate calibration  Stacked generalization  
Deep Belief Network Based Hybrid Model for Building Energy Consumption Prediction 期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 1
作者:  Li, Chengdong;  Ding, Zixiang;  Yi, Jianqiang;  Lv, Yisheng;  Zhang, Guiqing
收藏  |  浏览/下载：210/0  |  提交时间：2018/10/10
Building Energy Consumption Prediction  Deep Belief Network  Contrastive Divergence Algorithm  Least Squares Learning  Energy-consuming Pattern  
Analysis and Design of Functionally Weighted Single-Input-Rule-Modules Connected Fuzzy Inference Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 期号: 1, 页码: 56-71
作者:  Li, Chengdong;  Gao, Junlong;  Yi, Jianqiang;  Zhang, Guiqing
收藏  |  浏览/下载：162/0  |  提交时间：2018/10/10
Data-driven Method  Fuzzy Inference System (Fis)  Least-squares Method  Parameter Learning  Single-input Rule Module (Sirm)  
Fast Supervised Discrete Hashing 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 490-496
作者:  Gui, Jie;  Liu, Tongliang;  Sun, Zhenan;  Tao, Dacheng;  Tan, Tieniu
收藏  |  浏览/下载：282/0  |  提交时间：2018/03/03
Fast Supervised Discrete Hashing  Supervised Discrete Hashing  Learning-based Hashing  Least Squares Regression  
Discriminative Least Squares Regression for Multiclass Classification and Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 卷号: 23, 期号: 11, 页码: 1738-1754
作者:  Xiang, Shiming;  Nie, Feiping;  Meng, Gaofeng;  Pan, Chunhong;  Zhang, Changshui
浏览  |  Adobe PDF(725Kb)  |  收藏  |  浏览/下载：648/213  |  提交时间：2015/09/18
Feature Selection  Least Squares Regression  Multiclass Classification  Sparse Learning  
非特定环境中人脸识别方法与应用研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2013
作者:  蔡新元
Adobe PDF(4665Kb)  |  收藏  |  浏览/下载：265/0  |  提交时间：2015/09/02
人脸识别  非特定环境  度量学习  深度神经网络  独立子空间分析  隐最小二乘回归  多视角人脸识别  Face Recognition  Unconstrained Environments  Metric Learning  Deep Neural Network  Independent Subspace Analysis Network  Latent Least Squares Regressions  Multi-view Face Recognition  
基于红外光谱信号处理的相关算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2013
作者:  胡勇
Adobe PDF(2637Kb)  |  收藏  |  浏览/下载：171/0  |  提交时间：2015/09/02
红外光谱  偏最小二乘  模型转移  虚拟样本  集成学习  Infrared Spectrum  Partial Least Squares  Model Transfer  Virtual Sample  Ensemble Learning