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A distribution-guided Mapper algorithm
期刊论文
BMC BIOINFORMATICS, 2025, 卷号: 26, 期号: 1
作者:
Tao YY(陶宇洋)
;
Ge SF(葛淑菲)
Adobe PDF(2884Kb)
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收藏
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浏览/下载：80/8
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提交时间：2025/03/17
Extended persistence
Fixed intervals
Length ratio
Mapper
Mixture modeling
Probability modelling
Reeb graph
Topological data analysis
Topological features
Topology data analyze
DHSampling: Diversity-Based Hyperedge Sampling in GNN Learning with Application to Medical Imaging Classification
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Liu, Jiameng
;
Pala, Furkan
Adobe PDF(1654Kb)
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浏览/下载：231/3
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提交时间：2024/11/29
Adversarial machine learning
Contrastive Learning
Graph embeddings
Graph neural networks
Network embeddings
Network theory (graphs)
Clinical data
Diversity-based sampling
Efficient graph neural network learning
Embeddings
Graph neural networks
Hyperedges
Large-scales
Neural network learning
Subgraphs
Topology and embedding diversity
Empowering Robot Path Planning with Large Language Models: osmAG Map Topology & Hierarchy Comprehension with LLMs
会议论文
IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, ROBIO, Bangkok, Thailand, December 10, 2024 - December 14, 2024
作者:
Xie, Fujing
;
Schwertfeger, Soren
Adobe PDF(1217Kb)
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收藏
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浏览/下载：11/1
|
提交时间：2025/04/25
Industrial robots
Intelligent robots
Microrobots
Mobile robots
Motion planning
Nanorobots
Problem oriented languages
Robot applications
Robot programming
Fine tuning
General knowledge
Graph topology
Language model
Localization and navigation
Map representations
Robot path-planning
Robotics applications
Semantic map
TaG-Net: Topology-aware Graph Network for Centerline-based Vessel Labeling
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Yao, Linlin
;
Shi, Feng
;
Wang, Sheng
;
Zhang, Xiao
;
Xue, Zhong
Adobe PDF(28113Kb)
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收藏
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浏览/下载：285/1
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提交时间：2023/03/10
Computerized tomography
Diagnosis
Three dimensional displays
Topology
Centerline labeling
Centerlines
Computed tomography angiography
Graph networks
Head
Head and neck
Head and neck vessel
Images segmentations
Labelings
Neck
Point cloud compression
Point-clouds
Three-dimensional display
Topology aware
Topology-aware graph network
Vascular graph
Lateral interaction by Laplacian-based graph smoothing for deep neural networks
期刊论文
CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2023, 卷号: 8, 期号: 4, 页码: 1590-1607
作者:
Chen, Jianhui
;
Wang, Zuoren
;
Liu, Cheng-Lin
Adobe PDF(2629Kb)
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收藏
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浏览/下载：291/0
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提交时间：2023/09/08
K-means clustering
Laplace transforms
Learning systems
Matrix algebra
Topology
Biologically plausible
Cognitive functions
Laplacian-based graph smoothing
Laplacians
Lateral interactions
Learning rules
Machine-learning
Map learning
Regularisation
Self-organizing-maps
TaG-Net: Topology-Aware Graph Network for Vessel Labeling
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 18, 2022
作者:
Adobe PDF(18005Kb)
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收藏
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浏览/下载：251/0
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提交时间：2023/03/10
omputerized tomography
Diagnosis
Anatomical labeling
Centerlines
Computed tomography angiography
Graph networks
Head and neck
Head and neck vessel
Labelings
Network topology
Topology aware
Topology-aware graph
A Few-Shot Learning Graph Multi-trajectory Evolution Network for Forecasting Multimodal Baby Connectivity Development from a Baseline Timepoint
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, October 1, 2021 - October 1, 2021
作者:
Bessadok, Alaa
;
Nebli, Ahmed
;
Mahjoub, Mohamed Ali
;
Li, Gang
;
Lin, Weili
Adobe PDF(1454Kb)
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收藏
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浏览/下载：720/156
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提交时间：2021/12/03
Benchmarking
Computer vision
Distillation
Forecasting
Large dataset
Learning systems
Students
Topology
Trajectories
Baby connectome development
Connectomes
Few
shot learning using graph neural network
Graph neural networks
Knowledge distillation network
Learn+
Multi
modal
Multimodal brain graph evolution prediction
Student network
Teachers'
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