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1. Journal Articles(Graduate School > Department of Artificial Intelligence > 1. Journal Articles)1,001

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Collection's Items (Sorted by 등록일자 in 내림차순 order): 421 to 440 of 1001

SCIESCOPUS
Spatial Patterns, Longitudinal Development, and Hemispheric Asymmetries of Cortical Thickness in Infants from Birth to 2 Years of Age

Li, Gang; Lin, Weili; Gilmore, John H.; Shen, Dinggang

ArticleIssue Date2015CitationJOURNAL OF NEUROSCIENCE, v.35, no.24, pp.9150 - 9162PublisherSOC NEUROSCIENCE
SCIESCOPUS
Machine Learning Predictions of Molecular Properties: Accurate Many-Body Potentials and Nonlocality in Chemical Space

Hansen, Katja; Biegler, Franziska; Ramakrishnan, Raghunathan; Pronobis, Wiktor; von Lilienfeld, O. Anatole; Mueller, Klaus-Robert; Tkatchenko, Alexandre

ArticleIssue Date2015CitationJOURNAL OF PHYSICAL CHEMISTRY LETTERS, v.6, no.12, pp.2326 - 2331PublisherAMER CHEMICAL SOC
SCIESCOPUS
Hierarchical and symmetric infant image registration by robust longitudinal-example-guided correspondence detection

Wu, Yao; Wu, Guorong; Wang, Li; Munsell, Brent C.; Wang, Qian; Lin, Weili; Feng, Qianjin; Chen, Wufan; Shen, Dinggang

ArticleIssue Date2015CitationMEDICAL PHYSICS, v.42, no.7, pp.4174 - 4189PublisherWILEY
SCIESCOPUS
Domain Transfer Learning for MCI Conversion Prediction

Cheng, Bo; Liu, Mingxia; Zhang, Daoqiang; Munsell, Brent C.; Shen, Dinggang

ArticleIssue Date2015CitationIEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, v.62, no.7, pp.1805 - 1817PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction

Liu, Xinwang; Zhou, Luping; Wang, Lei; Zhang, Jian; Yin, Jianping; Shen, Dinggang

ArticleIssue Date2015CitationPATTERN RECOGNITION, v.48, no.7, pp.2141 - 2150PublisherELSEVIER SCI LTD
SCIESCOPUS
Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis

Suk, Heung-Il; Wee, Chong-Yaw; Lee, Seong-Whan; Shen, Dinggang

ArticleIssue Date2015CitationNEUROINFORMATICS, v.13, no.3, pp.277 - 295PublisherHUMANA PRESS INC
SCIESCOPUS
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Bach, Sebastian; Binder, Alexander; Montavon, Gregoire; Klauschen, Frederick; Mueller, Klaus-Robert; Samek, Wojciech

ArticleIssue Date2015CitationPLOS ONE, v.10, no.7PublisherPUBLIC LIBRARY SCIENCE
SCIESCOPUS
Cortical Activation Patterns of Bodily Attention triggered by Acupuncture Stimulation

Jung, Won-Mo; Lee, In-Seon; Wallraven, Christian; Ryu, Yeon-Hee; Park, Hi-Joon; Chae, Younbyoung

ArticleIssue Date2015CitationSCIENTIFIC REPORTS, v.5PublisherNATURE PUBLISHING GROUP
SCIESCOPUS
An Example-Based Multi-Atlas Approach to Automatic Labeling of White Matter Tracts

Yoo, Sang Wook; Guevara, Pamela; Jeong, Yong; Yoo, Kwangsun; Shin, Joseph S.; Mangin, Jean-Francois; Seong, Joon-Kyung

ArticleIssue Date2015CitationPLOS ONE, v.10, no.7PublisherPUBLIC LIBRARY SCIENCE
SCIESCOPUS
A transversal approach for patch-based label fusion via matrix completion

Sanroma, Gerard; Wu, Guorong; Gao, Yaozong; Thung, Kim-Han; Guo, Yanrong; Shen, Dinggang

ArticleIssue Date2015CitationMEDICAL IMAGE ANALYSIS, v.24, no.1, pp.135 - 148PublisherELSEVIER SCIENCE BV
SCIESCOPUS
Group Activity Recognition with Group Interaction Zone Based on Relative Distance Between Human Objects

Cho, Nam-Gyu; Kim, Young-Ji; Park, Unsang; Park, Jeong-Seon; Lee, Seong-Whan

ArticleIssue Date2015CitationINTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, v.29, no.5PublisherWORLD SCIENTIFIC PUBL CO PTE LTD
SCIESCOPUS
Subject-dependent classification for robust idle state detection using multi-modal neuroimaging and data-fusion techniques in BCI

Lee, Min-Ho; Fazli, Siamac; Mehnert, Jan; Lee, Seong-Whan

ArticleIssue Date2015CitationPATTERN RECOGNITION, v.48, no.8, pp.2725 - 2737PublisherELSEVIER SCI LTD
SCIESCOPUS
Nonlinear gradient denoising: Finding accurate extrema from inaccurate functional derivatives

Snyder, John C.; Rupp, Matthias; Mueller, Klaus-Robert; Burke, Kieron

ArticleIssue Date2015CitationINTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY, v.115, no.16, pp.1102 - 1114PublisherWILEY-BLACKWELL
SCIESCOPUS
Understanding kernel ridge regression: Common behaviors from simple functions to density functionals

Vu, Kevin; Snyder, John C.; Li, Li; Rupp, Matthias; Chen, Brandon F.; Khelif, Tarek; Mueller, Klaus-Robert; Burke, Kieron

ArticleIssue Date2015CitationINTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY, v.115, no.16, pp.1115 - 1128PublisherWILEY-BLACKWELL
SCIESCOPUS
Prediction of standard-dose brain PET image by using MRI and low-dose brain [F-18]FDG PET images

Kang, Jiayin; Gao, Yaozong; Shi, Feng; Lalush, David S.; Lin, Weili; Shen, Dinggang

ArticleIssue Date2015CitationMEDICAL PHYSICS, v.42, no.9, pp.5301 - 5309PublisherWILEY
SCIESCOPUS
Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data

Daehne, Sven; Biessmann, Felix; Samek, Wojciech; Haufe, Stefan; Goltz, Dominique; Gundlach, Christopher; Villringer, Arno; Fazli, Siamac; Muller, Klaus-Robert

ArticleIssue Date2015CitationPROCEEDINGS OF THE IEEE, v.103, no.9, pp.1507 - 1530PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Decoding Three-Dimensional Trajectory of Executed and Imagined Arm Movements From Electroencephalogram Signals

Kim, Jeong-Hun; Biessmann, Felix; Lee, Seong-Whan

ArticleIssue Date2015CitationIEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, v.23, no.5, pp.867 - 876PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data

Munsell, Brent C.; Wee, Chong-Yaw; Keller, Simon S.; Weber, Bernd; Elger, Christian; da Silva, Laura Angelica Tomaz; Nesland, Travis; Styner, Martin; Shen, Dinggang; Bonilha, Leonardo

ArticleIssue Date2015CitationNEUROIMAGE, v.118, pp.219 - 230PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SCIESCOPUS
A Robust Deep Model for Improved Classification of AD/MCI Patients

Li, Feng; Tran, Loc; Thung, Kim-Han; Ji, Shuiwang; Shen, Dinggang; Li, Jiang

ArticleIssue Date2015CitationIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.19, no.5, pp.1610 - 1616PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
The need for novel informatics tools for integrating and planning research in molecular and cellular cognition

Silva, Alcino J.; Mueller, Klaus-Robert

ArticleIssue Date2015CitationLEARNING & MEMORY, v.22, no.9, pp.494 - 498PublisherCOLD SPRING HARBOR LAB PRESS, PUBLICATIONS DEPT
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