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CASIA OpenIR

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Learnable faster kernel-PCA for nonlinear fault detection: Deep autoencoder-based realization 期刊论文
JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2024, 卷号: 40, 页码: 13
作者:  Ren, Zelin;  Jiang, Yuchen;  Yang, Xuebing;  Tang, Yongqiang;  Zhang, Wensheng
收藏  |  浏览/下载：10/0  |  提交时间：2024/07/22
Kernel Principal Component Analysis (KPCA)  Fault detection  Process monitoring  Autoencoder  Data-driven  
SSCFormer: Push the Limit of Chunk-Wise Conformer for Streaming ASR Using Sequentially Sampled Chunks and Chunked Causal Convolution 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2024, 卷号: 31, 页码: 421-425
作者:  Wang, Fangyuan;  Xu, Bo;  Xu, Bo
收藏  |  浏览/下载：12/0  |  提交时间：2024/07/03
Convolution  Complexity theory  Computational modeling  Decoding  Training  Kernel  Transformers  Conformer  streaming ASR  sequentially sampled chunks  chunked causal convolution  linear complexity  
EEG-based Emotion Recognition Using Multiple Kernel Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 472-484
作者:  Qian Cai;  Guo-Chong Cui;  Hai-Xian Wang
Adobe PDF(1939Kb)  |  收藏  |  浏览/下载：56/20  |  提交时间：2024/04/23
Emotion recognition  electroencephalography (EEG)  multiple kernel learning  machine learning  brain computer interface  
UNIT: A unified metric learning framework based on maximum entropy regularization 期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 21
作者:  Deng, Huiyuan;  Meng, Xiangzhu;  Deng, Fengxia;  Feng, Lin
收藏  |  浏览/下载：119/0  |  提交时间：2023/11/17
Metric learning  Kernel learning  Nearest-neighbors classification  Semi-supervised learning  Maximum entropy principle  
Unsupervised model adaptation for multivariate calibration by domain adaptation-regularization based kernel partial least square 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 292, 页码: 17
作者:  Shan, Peng;  Bi, Yiming;  Li, Zhigang;  Wang, Qiaoyun;  He, Zhonghai;  Zhao, Yuhui;  Peng, Silong
收藏  |  浏览/下载：99/0  |  提交时间：2023/11/17
Model adaptation  Domain-invariant feature representation  Projected maximum mean discrepancy  Kernel partial least squares  
MFFNet: Multi-Receptive Field Fusion Net for Microscope Steel Grain Grading 会议论文
2022 the 8th International Conference on Communication and Information Processing, 中国北京, 2022年10月3-5日
作者:  Sun JX(孙嘉玺);  Zhang JG(张吉光);  Xu SB(徐士彪);  Meng WL(孟维亮);  Zhang XP(张晓鹏)
Adobe PDF(1957Kb)  |  收藏  |  浏览/下载：307/78  |  提交时间：2023/04/27
grain size  metallographic steel images  computer vision  multiple receptive field  convolutional kernel  
Kernel-Based State-Space Kriging for Predictive Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1263-1275
作者:  A. Daniel Carnerero;  Daniel R. Ramirez;  Daniel Limon;  Teodoro Alamo
Adobe PDF(3997Kb)  |  收藏  |  浏览/下载：152/44  |  提交时间：2023/04/26
Data-driven methods  model identification  Kernel methods  predictive control  
Spectral clustering of single cells using Siamese nerual network combined with improved affinity matrix 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 12
作者:  Jiang, Hanjing;  Huang, Yabing;  Li, Qianpeng
收藏  |  浏览/下载：210/0  |  提交时间：2022/06/10
scRNA-seq  Sigmoid kernel  Siamese CNN  improved spectral clustering  
BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 878-892
作者:  Pengwei Liang;  Junjun Jiang;  Xianming Liu;  Jiayi Ma
Adobe PDF(12217Kb)  |  收藏  |  浏览/下载：182/28  |  提交时间：2022/04/24
Blur kernel  convolutional neural networks (CNNs)  defocus deblurring  dual-pixel (DP) data  meta-learning  
Mixture Correntropy-Based Kernel Extreme Learning Machines 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun;  Qin, Wei
收藏  |  浏览/下载：176/0  |  提交时间：2022/03/17
Kernel  Optimization  Learning systems  Robustness  Support vector machines  Mean square error methods  Extreme learning machine (ELM)  kernel method  mixture correntropy  online learning