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Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 1-15
作者:
Liu, Shu
;
Wen, Dingzhu
;
Li, Da
;
Chen, Qimei
;
Zhu, Guangxu
Adobe PDF(23894Kb)
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浏览/下载:364/7
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提交时间:2024/08/23
Task analysis
Servers
Feature extraction
Sensors
Accuracy
Computational modeling
Performance evaluation
Edge AI inference
mode selection
integrated sensing-communication-computation
task-oriented communications
Robust embedding regression for semi-supervised learning
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 145
作者:
Bao, Jiaqi
;
Kudo, Mineichi
;
Kimura, Keigo
;
Sun, Lu
Adobe PDF(2659Kb)
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浏览/下载:436/0
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提交时间:2023/10/13
Classification (of information)
Feature Selection
Iterative methods
Regression analysis
Embeddings
Features selection
Labeled data
Low-rank representations
Nuclear norm
Real-world
Ridge regression
Semi-supervised learning
Semi-supervised method
Unlabeled data
Task-oriented Explainable Semantic Communications
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Shuai Ma
;
Weining Qiao
;
Youlong Wu
;
Hang Li
;
Guangming Shi
Adobe PDF(3471Kb)
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浏览/下载:476/81
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提交时间:2023/06/09
Computation theory
Data mining
Deep learning
Electric distortion
Feature extraction
Radio transceivers
Signal distortion
Communication prototypes
Communications systems
Explainable semantic communication
Features extraction
Features selection
Semantic communication
Semantic communication prototype
Task analysis
Wireless communications
VFLens: Co-design the Modeling Process for Efficient Vertical Federated Learning via Visualization
会议论文
CHINESE CHI '22: PROCEEDINGS OF THE TENTH INTERNATIONAL SYMPOSIUM OF CHINESE CHI, null,null,ELECTR NETWORK, OCT 22-NOV 06, 2022
作者:
Tian, Yun
;
Wang, He
;
Xie, Laixin
;
Ma, Xiaojuan
;
Li, Quan
Adobe PDF(2848Kb)
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收藏
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浏览/下载:173/1
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提交时间:2024/01/09
Federated Learning
Visual Analytics
Feature Interpretation
Sample Selection
Joint selection of brain network nodes and edges for MCI identification
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 225
作者:
Jiang, Xiao
;
Qiao, Lishan
;
De Leone, Renato
;
Shen, Dinggang
Adobe PDF(3177Kb)
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收藏
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浏览/下载:327/0
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提交时间:2022/10/14
Biomarkers
Classification (of information)
Diagnosis
Feature Selection
Graph theory
Neurodegenerative diseases
Risk perception
Brain networks
Brain regions
Cognitive impairment
Edge-based methods
Features selection
Functional brain graph
Mild cognitive impairment identification
Node-based
Node-based method
Sparse group LASSO
Selecting Multiple Node Statistics Jointly from Functional Connectivity Networks for Brain Disorders Identification
期刊论文
BRAIN TOPOGRAPHY, 2022
作者:
Zhang, Yangyang
;
Xue, Yanfang
;
Wu, Xiao
;
Qiao, Lishan
;
Wang, Zhengxia
Adobe PDF(1435Kb)
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浏览/下载:224/0
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提交时间:2022/10/18
Functional connectivity network
Node statistic
Feature selection
sgLASSO
Brain disorder
HCFS3D: Hierarchical coupled feature selection network for 3D semantic and instance segmentation
期刊论文
IMAGE AND VISION COMPUTING, 2021, 卷号: 109
作者:
Tan, Jingang
;
Wang, Kangru
;
Chen, Lili
;
Zhang, Guanghui
;
Li, Jiamao
Adobe PDF(5756Kb)
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收藏
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浏览/下载:212/0
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提交时间:2021/06/04
Point clouds
Semantic segmentation
Instance segmentation
Feature selection
Mutual assistance
Conditional random fields
A Novel Unit-Based Personalized Fingerprint Feature Selection Strategy for Dynamic Functional Connectivity Networks
期刊论文
FRONTIERS IN NEUROSCIENCE, 2021, 卷号: 15
作者:
Zhao, Feng
;
Chen, Zhiyuan
;
Rekik, Islem
;
Liu, Peiqiang
;
Mao, Ning
Adobe PDF(4389Kb)
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收藏
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浏览/下载:765/233
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提交时间:2021/04/19
dynamic functional connectivity networks
resting-state functional magnetic resonance imaging
feature selection strategy
functional connectivity network
autism spectrum disorder
Feature Selection and Embedding Based Cross Project Framework for Identifying Crashing Fault Residence
期刊论文
INFORMATION AND SOFTWARE TECHNOLOGY, 2021, 卷号: 131
作者:
Xu,Zhou
;
Zhang,Tao
;
Keung, Jacky
;
Yan,Meng
;
Luo,Xiapu
Adobe PDF(2325Kb)
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收藏
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浏览/下载:412/16
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提交时间:2020/11/04
Crashing fault
Stack trace
Feature selection
Feature embedding
Cross project framework
Computer software selection and evaluation
Embeddings
Feature extraction
Program debugging
Quality assurance
Software quality
Conditional distribution
Critical activities
Data distribution
Debugging efforts
Information gain ratio
Label information
Relevant features
KGDet: Keypoint-Guided Fashion Detection
会议论文
35TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2021, Virtual, Online, February 2, 2021 - February 9, 2021
作者:
Qian, Shenhan
;
Lian, Dongze
;
Zhao, Binqiang
;
Liu, Tong
;
Zhu, Bohui
Adobe PDF(1851Kb)
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收藏
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浏览/下载:252/0
|
提交时间:2022/07/01
Artificial intelligence
Feature extraction
Bounding-box
Detection methods
Detection performance
Feature aggregation
Keypoints
Local feature
Performance
Selection based
Simple++
Structural characteristics
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