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High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random Field 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 卷号: 6, 期号: 8, 页码: 1-26
Authors:  Sun, Xiaofeng;  Lin, Xiangguo;  Shen, Shuhan;  Hu, Zhanyi
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Semantic Labeling  Random Forest  Conditional Random Field  Differential Morphological Profile  Ensemble Learning  
Data-driven cluster selection for subcortical shape and cortical thickness predicts recovery from depressive symptoms 会议论文
, Melbourne, VIC, Australia, 2017-4-18
Authors:  Benjamin S.C. Wade;  Sui Jing(隋婧);  Stephanie Njau;  Amber M. Leaver;  Megha Vasvada;  Boris A. Gutman;  Paul M. Thompson;  Randal Espinoza;  Roger P. Woods;  Christopher C. Abbott;  Katherine L. Narr;  Shantanu H. Joshi
View  |  Adobe PDF(1572Kb)  |  Favorite  |  View/Download:57/12  |  Submit date:2018/01/08
Random Forest  Treatment Responseprediction  Shape Analysis  Major Depression  Electroconvulsive  
Identification and analysis of driver postures for in-vehicle driving activities and secondary tasks recognition 期刊论文
IEEE Transactions on Computational Social Systems, 2017, 卷号: PP, 期号: 99, 页码: 1-14
Authors:  Yang Xing;  Chen Lv;  Zhaozhong Zhang;  Huaji Wang;  Xiaoxiang Na;  Dongpu Cao;  Efstathios Velenis;  Fei-Yue Wang
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Driver Behavior  Driver Distraction  Feedforward Neural Network (Ffnn)  Kinect  Random Forest (Rf).  
Nonlinear discriminant analysis based on vanishing component analysis 期刊论文
NEUROCOMPUTING, 2016, 卷号: 218, 页码: 172-184
Authors:  Shao, Yunxue;  Gao, Guanglai;  Wang, Chunheng
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Kernel Discriminant Analysis  Linear Discriminant Analysis  Vanishing Component Analysis  Support Vector Machine  Random Forest  
Automated cerebellar lobule segmentation with application to cerebellar structural analysis in cerebellar disease 期刊论文
NEUROIMAGE, 2016, 卷号: 127, 期号: 1, 页码: 435-444
Authors:  Yang, Zhen;  Ye, Chuyang;  Bogovic, John A.;  Carass, Aaron;  Jedynak, Bruno M.;  Ying, Sarah H.;  Prince, Jerry L.;  Zhen Yang
View  |  Adobe PDF(1387Kb)  |  Favorite  |  View/Download:52/16  |  Submit date:2016/06/14
Cerebellum  Cerebellar Lobule Segmentation  Graph Cuts  Magnetic Resonance Imaging  Multi-atlas Labeling  Random Forest Classifier  Spinocerebellar Ataxia  
Segmentation of the Cerebellar Peduncles Using a Random Forest Classifier and a Multi-object Geometric Deformable Model: Application to Spinocerebellar Ataxia Type 6 期刊论文
Neuroinformatics, 2015, 卷号: 13, 期号: 3, 页码: 367-381
Authors:  Ye, Chuyang;  Yang, Zhen;  Ying, Sarah;  Prince, Jerry
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Cerebellar Peduncles  Random Forest Classifier  
双足机器人综合稳定判据研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2013
Authors:  图博
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双足机器人  稳定判据  机器学习  随机森林算法  Webots  Biped Robot  Stable Criterion  Machine Learning  Random Forest Algorithm  Webots  
目标检测若干关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2012
Authors:  谢程利
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目标检测  随机森林  人体部件检测  目标实例检测  点对分类  Object Detection  Random Forest  Human Body Parts Detection  Object Instance Detection  Pairwise Classification  
基于音素识别的语种识别技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2008
Authors:  王士进
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多语言语种识别  Nn-hmm混合模型  Multilingual声学模型  决策树语言模型  随机决策树语言模型  词图  系统融合  Multilingual Language Identification  Nn-hmm Acoustic Model  Multilingual Acoustic Model  Binary-decision Tree Language Model  Random Forest Based Binary-decision Tree Language  Word Lattice  System Combination  Prlm  Pprlm  
基于数据聚类的语言建模研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2008
Authors:  王晓瑞
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层次化词类语言模型  随机森林语言模型  语言模型自适应  语音识别结果纠错  Hierarchical Class Language Model  Random Forest Language Model  Language Model Adaptation  Speech Recognition Error Correction