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Loc Tran
ORCID
Publication Activity (10 Years)
Years Active: 2011-2022
Publications (10 Years): 16
Top Topics
Laplacian Eigenmaps
Computed Tomography Angiography
Search And Rescue
Manifold Learning
Top Venues
CoRR
MLMI
Image Processing: Algorithms and Systems
BMC Bioinform.
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Publications
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Thanh Le
,
Loc Tran
,
Bac Le
A Novel Integrating Approach Between Graph Neural Network and Complex Representation for Link Prediction in Knowledge Graph.
ACIIDS (Companion)
(2022)
Mariia Bilous
,
Loc Tran
,
Chiara Cianciaruso
,
Aurélie Gabriel
,
Hugo Michel
,
Santiago J. Carmona
,
Mikael J. Pittet
,
David Gfeller
Metacells untangle large and complex single-cell transcriptome networks.
BMC Bioinform.
23 (1) (2022)
Thanh Le
,
Chi Tran
,
Loc Tran
,
Bac Le
Integrating Quaternion Graph Convolutional Networks with Tucker Decomposition for Link Prediction on Knowledge Graphs.
KSEM (1)
(2022)
Vy Bui
,
Li-Yueh Hsu
,
Lin-Ching Chang
,
An-Yu Sun
,
Loc Tran
,
Sujata M. Shanbhag
,
Wunan Zhou
,
Nehal N. Mehta
,
Marcus Y. Chen
DeepHeartCT: A fully automatic artificial intelligence hybrid framework based on convolutional neural network and multi-atlas segmentation for multi-structure cardiac computed tomography angiography image segmentation.
Frontiers Artif. Intell.
5 (2022)
Nguyen Trinh Vu Dang
,
Loc Tran
,
Linh Tran
Noise-robust classification with hypergraph neural network.
CoRR
(2021)
Yulun Tian
,
Katherine Liu
,
Kyel Ok
,
Loc Tran
,
Danette Allen
,
Nicholas Roy
,
Jonathan P. How
Search and rescue under the forest canopy using multiple UAVs.
Int. J. Robotics Res.
39 (10-11) (2020)
Vy Bui
,
Li-Yueh Hsu
,
Sujata M. Shanbhag
,
Loc Tran
,
W. Patricia Bandettini
,
Lin-Ching Chang
,
Marcus Y. Chen
Improving multi-atlas cardiac structure segmentation of computed tomography angiography: A performance evaluation based on a heterogeneous dataset.
Comput. Biol. Medicine
125 (2020)
Loc Tran
,
Tho Quan
,
An Mai
PageRank algorithm for Directed Hypergraph.
CoRR
(2019)
Tuan Tran
,
Loc Tran
,
An Mai
K-Segments Under Bagging approach: An experimental Study on Extremely Imbalanced Data Classification.
ISCIT
(2019)
Loc Tran
,
Linh Tran
To Detect Irregular Trade Behaviors In Stock Market By Using Graph Based Ranking Methods.
CoRR
(2019)
Yulun Tian
,
Katherine Liu
,
Kyel Ok
,
Loc Tran
,
Danette Allen
,
Nicholas Roy
,
Jonathan P. How
Search and Rescue under the Forest Canopy using Multiple UAVs.
CoRR
(2019)
Loc Tran
,
Tuan Tran
,
Linh Tran
,
An Mai
Solve fraud detection problem by using graph based learning methods.
CoRR
(2019)
Yulun Tian
,
Katherine Liu
,
Kyel Ok
,
Loc Tran
,
Danette Allen
,
Nicholas Roy
,
Jonathan P. How
Search and Rescue Under the Forest Canopy Using Multiple UAS.
ISER
(2018)
Feng Li
,
Loc Tran
,
Kim-Han Thung
,
Shuiwang Ji
,
Dinggang Shen
,
Jiang Li
A Robust Deep Model for Improved Classification of AD/MCI Patients.
IEEE J. Biomed. Health Informatics
19 (5) (2015)
Deqi Zhou
,
Loc Tran
,
Jihong Wang
,
Jiang Li
A comparative study of two prediction models for brain tumor progression.
Image Processing: Algorithms and Systems
(2015)
Loc Tran
,
Zezhong Zheng
,
Guoqing Zhou
,
Jiang Li
Adaptive graph construction for Isomap manifold learning.
Image Processing: Algorithms and Systems
(2015)
Feng Li
,
Loc Tran
,
Kim-Han Thung
,
Shuiwang Ji
,
Dinggang Shen
,
Jiang Li
Robust Deep Learning for Improved Classification of AD/MCI Patients.
MLMI
(2014)
Loc Tran
The Un-normalized Graph p-Laplacian Based Semi-supervised Learning Method and Protein Function Prediction Problem.
KSE (1)
(2013)
Loc Tran
,
Frederic D. McKenzie
,
Jihong Wang
,
Jiang Li
Large-Scale Manifold Learning Using an Adaptive Sparse Neighbor Selection Approach for Brain Tumor Progression Prediction.
MLMI
(2013)
Loc Tran
,
Debrup Banerjee
,
Jihong Wang
,
Ashok J. Kumar
,
Frederic D. McKenzie
,
Yaohang Li
,
Jiang Li
High-dimensional MRI data analysis using a large-scale manifold learning approach.
Mach. Vis. Appl.
24 (5) (2013)
Loc Tran
Application of three graph Laplacian based semi-supervised learning methods to protein function prediction problem
CoRR
(2012)
Loc Tran
Hypergraph and protein function prediction with gene expression data
CoRR
(2012)
Loc Tran
,
Debrup Banerjee
,
Xiaoyan Sun
,
Jihong Wang
,
Ashok J. Kumar
,
David Vinning
,
Frederic D. McKenzie
,
Yaohang Li
,
Jiang Li
A Large-Scale Manifold Learning Approach for Brain Tumor Progression Prediction.
MLMI
(2011)
Debrup Banerjee
,
Loc Tran
,
Jiang Li
,
Yuzhong Shen
,
Frederic D. McKenzie
,
Jihong Wang
Prediction of brain tumor progression using multiple histogram matched MRI scans.
Medical Imaging: Computer-Aided Diagnosis
(2011)