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Audio Mixing Inversion via Embodied Self-supervised Learning
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 55-62
作者:
Haotian Zhou
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浏览/下载:0/0
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提交时间:2024/01/25
Audio mixing inversion, intelligent audio mixing, self-supervised learning, audio signal processing, deep learning
Physical interpretation of neural network-based nonlinear eddy viscosity models
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Jee, Solkeun
;
He, Guowei
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浏览/下载:12/0
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提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
A Deep Neural Network for Gastric Cancer Prognosis Prediction Based on Biological Information Pathways
期刊论文
JOURNAL OF ONCOLOGY, 2022, 卷号: 2022
作者:
Hu, Jili
;
Yu, Weiqiang
;
Dai, Yuting
;
Liu, Can
;
Wang, Yongkang
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浏览/下载:17/0
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提交时间:2022/12/22
Deep patch learning algorithms with high interpretability for regression problems
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
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浏览/下载:34/0
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提交时间:2022/07/25
deep learning
deep patch learning fuzzy system
fuzzy C-means clustering
interpretability
maximum information coefficient (MIC)
Pearson's correlation coefficients (PCC)
Towards Interpretable Defense Against Adversarial Attacks via Causal Inference
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 209-226
作者:
Min Ren
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浏览/下载:5/0
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提交时间:2022/06/17
Adversarial sample
adversarial defense
causal inference
interpretable machine learning
transformers
Mining Cross Features for Financial Credit Risk Assessment
会议论文
Queensland, Australia, 2021.11.01-2021.11.05
作者:
Liu, Qiang
;
Liu, Zhaocheng
;
Zhang, Haoli
;
Chen, Yuntian
;
Zhu, Jun
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浏览/下载:24/0
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提交时间:2022/04/07
Deep Neural Fuzzy System Oriented toward High-Dimensional Data and Interpretable Artificial Intelligence
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 16, 页码: 19
作者:
Chen, Dewang
;
Cai, Jijie
;
Huang, Yunhu
;
Lv, Yisheng
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浏览/下载:25/0
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提交时间:2021/11/03
interpretability
high-dimensional data
adaptive neuro-fuzzy inference system
deep neural fuzzy system
A hybrid machine learning framework for analyzing human decision-making through learning preferences * , **
期刊论文
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2021, 卷号: 101, 页码: 18
作者:
Guo, Mengzhuo
;
Zhang, Qingpeng
;
Liao, Xiuwu
;
Chen, Frank Youhua
;
Zeng, Daniel Dajun
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浏览/下载:26/0
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提交时间:2021/04/27
Decision analysis
Business analytics
Predictive modeling
Big data analytics
Machine learning
Multiple criteria decision analysis
What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 5, 页码: 1791-1807
作者:
Liu, Haomiao
;
Wang, Ruiping
;
Shan, Shiguang
;
Chen, Xilin
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浏览/下载:59/0
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提交时间:2021/12/01
Cats
Prototypes
Visualization
Task analysis
Streaming media
Predictive models
Scalability
Interpretable model
visual attributes
convolutional neural network
classification criteria
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
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浏览/下载:15/0
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提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
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