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Deep patch learning algorithms with high interpretability for regression problems
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
Authors:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
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View/Download:41/0
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Submit date:2022/07/25
deep learning
deep patch learning fuzzy system
fuzzy C-means clustering
interpretability
maximum information coefficient (MIC)
Pearson's correlation coefficients (PCC)
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
Authors:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
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View/Download:29/0
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Submit date:2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability
Energy Theft Detection in Smart Grids: Taxonomy, Comparative Analysis, Challenges, and Future Research Directions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 578-600
Authors:
Mohsin Ahmed, Abid Khan, Mansoor Ahmed, Mouzna Tahir, Gwanggil Jeon, Giancarlo Fortino, Francesco Piccialli
Adobe PDF(2767Kb)
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Submit date:2022/03/09
Challenges,comparative analysis,energy theft detection,future research directions,smart grid,taxonomy
A Multi-Task MRC Framework for Chinese Emotion Cause and Experiencer Extraction
会议论文
, Bratislava, Slovakia, 2021-09
Authors:
Haoda Qian
;
Qiudan Li
;
Zaichuan Tang
Adobe PDF(79001Kb)
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View/Download:89/16
  |  
Submit date:2022/06/14
基于影像组学的肝细胞癌预后因子预测方法研究
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:
顾东升
Adobe PDF(19880Kb)
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View/Download:125/2
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Submit date:2021/06/16
影像组学,肝细胞癌,预后因子,无创诊断,深度学习
Dynamic Evaluation Strategies for Multiple Aircrafts Formation Using Collision and Matching Probabilities
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 890-904
Authors:
Hongbo Zhao
;
Yongming Wen
;
Sentang Wu
;
Jia Deng
Adobe PDF(6172Kb)
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View/Download:47/3
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Submit date:2021/04/09
Collision-state probability
dynamic configuration evaluation
matching-state probability
multiple aircrafts formation
Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT
期刊论文
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021, 期号: 29, 页码: 1897 - 1911
Authors:
Ye Bai
;
Jiangyan Yi
;
Jianhua Tao
;
Zhengkun Tian
;
Zhengqi Wen
;
Shuai Zhang
Adobe PDF(1163Kb)
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View/Download:74/8
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Submit date:2021/06/25
端到端语音识别、迁移学习、知识蒸馏、老师-学生学习、BERT、非自回归语音识别
A Real-time Multi-functional Framework for Guidewire Morphological and Positional Analysis in Interventional X-ray Fluoroscopy
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 13, 期号: 3, 页码: 657-667
Authors:
Zhou, Yan-Jie
;
Xie, Xiao-Liang
;
Zhou, Xiao-Hu
;
Liu, Shi-Qi
;
Bian, Gui-Bin
;
Hou, Zeng-Guang
Adobe PDF(2854Kb)
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View/Download:152/37
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Submit date:2020/11/05
Deep learning
Guidewire
X-ray fluoroscopy
Segmentation and localization
Robot-assisted intervention
信息驱动的电网静态电压稳定态势评估方法研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
白熹微
Adobe PDF(7000Kb)
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View/Download:184/2
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Submit date:2020/06/12
复杂电网
静态电压稳定
态势评估
信息驱动
信息融合
Noninvasive Prediction of High-Grade Prostate Cancer via Biparametric MRI Radiomics
期刊论文
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2020, 页码: 8
Authors:
Gong, Lixin
;
Xu, Min
;
Fang, Mengjie
;
Zou, Jian
;
Yang, Shudong
;
Yu, Xinyi
;
Xu, Dandan
;
Zhou, Lijuan
;
Li, Hailin
;
He, Bingxi
;
Wang, Yan
;
Fang, Xiangming
;
Dong, Di
;
Tian, Jie
Adobe PDF(733Kb)
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Submit date:2020/06/02
prostate cancer
radiomics
Gleason score
biparametric MRI