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Example dependent cost sensitive learning based selective deep ensemble model for customer credit scoring
期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1
作者:
Xiao, Jin
;
Li, Sihan
;
Tian, Yuhang
Adobe PDF(4541Kb)
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收藏
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浏览/下载:50/1
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提交时间:2025/03/03
Credit scoring
Example-dependent cost-sensitive learning
TabNet deep neural network
Selective deep ensemble
Explainable artificial intelligence
Data-Aware Beamforming for Integrated Sensing and Communication Enabled AI Systems
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2025, 卷号: PP, 期号: 99
作者:
Juan Qin
;
Lixiang Lian
Adobe PDF(884Kb)
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收藏
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浏览/下载:63/12
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提交时间:2025/03/25
Adversarial machine learning
Contrastive Learning
Federated learning
Resource allocation
Artificial intelligence systems
Communicationtechnology
CRB
Integrated sensing
Integrated sensing and communication-enabled artificial intelligence
Learning tasks
Motion recognition
Performance tradeoff
Sensing technology
Sensory data
Power quality disturbance signal classification in microgrid based on kernel extreme learning machine
期刊论文
ELECTRONICS LETTERS, 2024, 卷号: 60, 期号: 16
作者:
Jing, Guoxiu
;
Wang, Dengke
;
Xiao, Qi
;
Shen, Qianxiang
;
Huang, Bonan
Adobe PDF(834Kb)
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收藏
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浏览/下载:278/1
|
提交时间:2024/08/26
learning (artificial intelligence)
power grids
Multiple Access Techniques for Intelligent and Multifunctional 6G: Tutorial, Survey, and Outlook
期刊论文
PROCEEDINGS OF THE IEEE, 2024, 卷号: 112, 期号: 7
作者:
Bruno Clerckx
;
Yijie Mao
;
Zhaohui Yang
;
Mingzhe Chen
;
Ahmed Alkhateeb
Adobe PDF(6884Kb)
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收藏
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浏览/下载:399/40
|
提交时间:2024/06/24
Sensors
Artificial intelligence
Wireless networks
Multiaccess communication
6G mobile communication
NOMA
Wireless sensor networks
Augmented reality
Integrated sensing and communication
Internet of Things
Machine learning
Semantics
Space division multiplexing
6G
artificial intelligence (AI)
augmented reality (AR)
code-domain multiple access (CD-MA)
integrated sensing and communications (ISACs)
Internet of Things (IoT)
machine learning (ML)
multiple access (MA)
nonorthogonal multiple access (NOMA)
orthogonal multiple access (OMA)
rate-splitting multiple access (RSMA)
reconfigurable intelligent surfaces (RISs)
semantic communications (SeComs)
space-division multiple access (SDMA)
universal multiple access (UMA)
Reversible jump attack to textual classifiers with modification reduction
期刊论文
MACHINE LEARNING, 2024
作者:
Ni, Mingze
;
Sun, Zhensu
;
Liu, Wei
Adobe PDF(3428Kb)
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收藏
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浏览/下载:421/41
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提交时间:2024/05/11
Artificial intelligence
% reductions
Adversarial learning
Deterministics
Language processing
Metropolis Hastings
Natural language processing
Natural languages
Processing model
Reversible jump
Textual attack
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Xu, Fan
;
Zhao, Yu
;
Wu, Bingzhe
;
Huang, Yueshan
;
Ren, Qin
Adobe PDF(1229Kb)
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浏览/下载:376/58
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提交时间:2024/04/26
Artificial intelligence
Learning systems
Computational burden
Computational costs
Fusion modules
Immune receptors
Learning approach
Learning problem
Multi-modal
Multi-modal fusion
Multiple-instance learning
Time points
Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook
预印本
2024
作者:
Clerckx, Bruno
;
Mao, Yijie
;
Yang, Zhaohui
;
Chen, Mingzhe
;
Alkhateeb, Ahmed
Adobe PDF(6884Kb)
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收藏
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浏览/下载:318/0
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提交时间:2024/03/04
Multiple Access
Orthogonal Multiple Access
Non-Orthogonal Multiple Access
Space Division Multiple Access
Code Domain Multiple Access
Rate-Splitting Multiple Access
Universal Multiple Access
Artificial Intelligence
Machine Learning
Integrated Sensing and Communications
Semantic Communications
Reconfigurable Intelligent Surfaces
Metaverse
Augmented Reality
Internet-of-Things
6G
Reducing overconfident errors in molecular property classification using Posterior Network
期刊论文
PATTERNS, 2024, 卷号: 5, 期号: 6
作者:
Fan, Zhehuan
;
Yu, Jie
;
Zhang, Xiang
;
Chen, Yijie
;
Sun, Shihui
Adobe PDF(2007Kb)
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收藏
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浏览/下载:150/0
|
提交时间:2024/06/07
Computational chemistry
Deep learning
Drug products
Artificial intelligence-aided drug design
Classification models
Drug Design
Drug development
Molecular properties
Property classification
QSAR
Trustworthy AI
Uncertainty estimation
Uncertainty quantifications
Recent advancements in artificial intelligence for breast cancer: Image augmentation, segmentation, diagnosis, and prognosis approaches
期刊论文
SEMINARS IN CANCER BIOLOGY, 2023, 卷号: 96
作者:
Zhang, Jiadong
;
Wu, Jiaojiao
;
Zhou, Xiang Sean
Adobe PDF(5610Kb)
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收藏
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浏览/下载:340/0
|
提交时间:2023/10/31
Breast cancer
Artificial intelligence
Deep learning
Certifiable Out-of-Distribution Generalization
会议论文
PROCEEDINGS OF THE 37TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2023, Washington, DC, United states, February 7, 2023 - February 14, 2023
作者:
Ye, Nanyang
;
Zhu, Lin
;
Wang, Jia
;
Zeng, Zhaoyu
;
Shao, Jiayao
收藏
|
浏览/下载:193/0
|
提交时间:2024/01/19
Artificial intelligence
Learning systems
Data distribution
Generalisation
Generalization performance
Input datas
Machine learning methods
Performance
Performance guarantees
Test time
Theoretical guarantees
Training data
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