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A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 8, 页码: 5042-5052
Authors:
Ren, Zelin
;
Zhang, Wensheng
;
Zhang, Zhizhong
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View/Download:26/0
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Submit date:2020/07/06
Kernel
Fault detection
Feature extraction
Matrix decomposition
Neural networks
Informatics
Data-driven fault detection
deep autoencoder
nonlinear industrial process
nonnegative matrix factorization (NMF)
复杂场景语音前端增强与分离算法研究
学位论文
工学学位, 北京: 中国科学院自动化研究所, 2020
Authors:
李晨星
Adobe PDF(11281Kb)
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View/Download:82/5
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Submit date:2020/07/20
语音去混响
语音增强
语音分离
远场语音识别
社会媒体上下文感知的序列行为建模
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:
黄晓雯
Adobe PDF(12820Kb)
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Submit date:2020/06/11
社会媒体
序列行为建模
用户建模
序列推荐
多模态
异构信息网络
知识图谱
可解释性
基于深度神经网络的媒体转载行为分析研究
学位论文
, 北京: 中国科学院大学, 2020
Authors:
姚日恒
Adobe PDF(2738Kb)
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Submit date:2020/06/08
媒体转载行为
深度神经网络
转载预测
转载识别
群体分析
面向数据失配的鲁棒性声学建模方法研究
学位论文
, 中科院自动化研究所: 中国科学院大学, 2020
Authors:
刘斌
Adobe PDF(2027Kb)
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Submit date:2020/06/09
鲁棒性声学建模
语音识别
对抗学习
语音唤醒
深度学习中的实体关系学习方法及其应用研究
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
常建龙
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Submit date:2020/06/10
深度神经网络, 实体关系, 无监督学习, 图卷积网络, 结构搜索
基于多中心脑影像的阿尔茨海默病异常模式及分类研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:
金丹
Adobe PDF(8361Kb)
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Submit date:2020/06/07
阿尔茨海默, 磁共振成像,计算机辅助诊断, 脑结构和功能,荟萃分析
Deep Self-Evolution Clustering
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 809-823
Authors:
Chang, Jianlong
;
Meng, Gaofeng
;
Wang, Lingfeng
;
Xiang, Shiming
;
Pan, Chunhong
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Submit date:2020/06/02
Task analysis
Unsupervised learning
Training
Clustering methods
Pattern analysis
Clustering
deep self-evolution clustering
self-evolution clustering training
deep unsupervised learning
The Propagation Background in Social Networks: Simulating and Modeling
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 353-363
Authors:
Kai Li
;
Tong Xu
;
Shuai Feng
;
Li-Sheng Qiao
;
Hua-Wei Shen
;
Tian-Yang Lv
;
Xue-Qi Cheng
;
En-Hong Chen
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Submit date:2021/02/22
Social network
information overload
propagation background
simulating
modeling.
Novel Non-monotonic Lyapunov-Krasovskii Based Stability Analysis and Stabilization of Discrete State-delay System
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 713-732
Authors:
Younes Solgi
;
Alireza Fatehi
;
Ala Shariati
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Submit date:2021/02/22
Lyapunov-Krasovskii functional
discrete state-delay systems
non-monotonic Lyapunov function
robust stability
stabilization.