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Manifold-valued models for analysis of EEG time series data
期刊论文
COMPUTATIONAL STATISTICS AND DATA ANALYSIS, 2025, 卷号: 209
作者:
Ding, Tao
;
Nye, Tom M.W.
;
Wang, Yujiang
Adobe PDF(4588Kb)
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收藏
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浏览/下载:65/1
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提交时间:2025/04/11
Electrocardiography
Gaussian noise (electronic)
Matrix algebra
Maximum likelihood estimation
Time series
Time series analysis
Vector spaces
Auto-regressive
Brain electrical activity
Clinical tools
Covariance matrices
Mean-reversion
Modeling results
Neuroscience
Riemannian manifold
Time-series data
Times series
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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浏览/下载:91/8
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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
Domain generalization for mammographic image analysis with contrastive learning
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2025, 卷号: 185
作者:
Li, Zheren
;
Cui, Zhiming
;
Zhang, Lichi
;
Wang, Sheng
;
Lei, Chenjin
Adobe PDF(2356Kb)
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浏览/下载:301/59
|
提交时间:2024/12/27
Mammography
Unsupervised learning
Computer-aided
Domain generalization
Generalisation
Image analyze
Image-analysis
Large data
Learning models
Learning techniques
Mammographic image analysis
Multi-views
Port vulnerability to natural disasters: An integrated view from hinterland to seaside
期刊论文
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2025, 卷号: 139
作者:
Li, Chengkun
;
Yang, Xiyi
;
Yang, Dong
Adobe PDF(4392Kb)
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收藏
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浏览/下载:209/1
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提交时间:2024/12/27
Port vulnerability
AIS data
Empirical analysis
Industrial diversity
Shipping network structure
Performance of the Segment Anything Model in Various RFI/Events Detection in Radio Astronomy
期刊论文
PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF AUSTRALIA (PASA), 2025, 卷号: 42
作者:
Yanbin Yang
;
Feiyu Zhao
;
Ruxi Liang
;
Quan Guo
;
Junhua Gu
Adobe PDF(7703Kb)
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浏览/下载:263/3
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提交时间:2024/11/28
methods: data analysis
methods: observational
techniques: image processing
A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer’s Disease Sub-type Diagnosis
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 10, 2024 - October 10, 2024
作者:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Sun, Kaicong
;
Shen, Dinggang
收藏
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浏览/下载:107/0
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提交时间:2025/01/10
Adversarial machine learning
Contrastive Learning
Cost benefit analysis
Data acquisition
Diagnosis
Large datasets
Alzheimer
Alzheimer’s disease
Clinical guideline
Explanation analyze
High costs
Multi-modality
Multi-modality fusion
Multi-stage framework
Multi-stages
Multiple modalities
Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99
作者:
Xiang Jiao
;
Guangxu Zhu
;
Wei Jiang
;
Li Chen
;
Wu Luo
Adobe PDF(7280Kb)
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浏览/下载:84/2
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提交时间:2025/02/17
Adversarial machine learning
Contrastive Learning
Convex optimization
Electronic data interchange
Gluing
Resource allocation
Batch sizes
Collaborative modeling
Convergence analysis
Dropout
Federated edge learning
Integrated sensing
Integrated sensing-computation-communication
Learning convergence
Privacy preserving
Resources allocation
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2025, 卷号: 31, 期号: 1, 页码: 1301-1311
作者:
Chen, Nan
;
Zhang, Yuge
;
Xu, Jiahang
;
Ren, Kan
;
Yang, Yuqing
Adobe PDF(16656Kb)
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收藏
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浏览/下载:307/44
|
提交时间:2024/10/11
Large datasets
Natural language processing systems
Spatio-temporal data
Visual languages
Visualization
Automatic visualization
Benchmark
Language model
Language processing
Language visualization
Large language model
Natural languages
Processing design
Visual data analysis
Visualization evaluation
ASight: Fine-tuning Auto-Scheduling Optimizations for Model Deployment via Visual Analytics
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2025, 卷号: PP, 期号: 99
作者:
Laixin Xie
;
Chenyang Zhang
;
Ruofei Ma
;
Xingxing Xing
;
Wei Wan
Adobe PDF(12724Kb)
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收藏
|
浏览/下载:14/1
|
提交时间:2025/06/04
Code converters
Computer hardware description languages
Data flow analysis
Deep learning
Flow visualization
High level languages
Network theory (graphs)
Compilation
Design phase
Design Principles
Fine tuning
Model deployment
Optimization design
Performance bottlenecks
Program analysis
Scheduling optimization
Visual analytics
A Mapper Algorithm with implicit intervals and its optimization
预印本
2024
作者:
Tao, Yuyang
;
Ge, Shufei
Adobe PDF(3369Kb)
|
收藏
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浏览/下载:66/3
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提交时间:2025/02/12
Topological Data Analysis
Mapper Graph
Gaussian Mixture Model
Extended Persistence Homology
Stochastic gradient descent
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