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Efficient adaptive learning rate for convolutional neural network based on quadratic interpolation egret swarm optimization algorithm 期刊论文
HELIYON, 2024, 卷号: 10, 期号: 18, 页码: 17
作者:  Wei, Peiyang;  Shang, Mingsheng;  Zhou, Jiesan;  Shi, Xiaoyu
收藏  |  浏览/下载：0/0  |  提交时间：2024/11/05
Convolutional neural network  Multi-domain image classification  Adaptive learning rate  Egret swarm optimization algorithm  Quadratic interpolation  
Hyperspectral image classification based on optimized convolutional neural networks with 3D stacked blocks 期刊论文
EARTH SCIENCE INFORMATICS, 2022, 页码: 13
作者:  Zhang, Xiaoxia;  Guo, Yong;  Zhang, Xia
收藏  |  浏览/下载：55/0  |  提交时间：2022/08/22
Convolutional neural network  3D convolution  Hyperspectral image classification  Stacked blocks  Attention mechanism  Spectral-spatial characteristics  
Multi-Structure KELM With Attention Fusion Strategy for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 17
作者:  Sun, Le;  Fang, Yu;  Chen, Yuwen;  Huang, Wei;  Wu, Zebin;  Jeon, Byeungwoo
收藏  |  浏览/下载：59/0  |  提交时间：2022/12/26
Feature extraction  Training  Deep learning  Kernel  Hyperspectral imaging  Electronic mail  Extreme learning machines  Attention mechanisms  hyperspectral image (HSI) classification  kernel extreme learning machine (KELM)  multifeature  multiscale (MS)  
Compressive Beamforming Based on Multiconstraint Bayesian Framework 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 11, 页码: 9209-9223
作者:  Li, Chao;  Zhou, Tian;  Guo, Qijia;  Cui, Hong-Liang
收藏  |  浏览/下载：183/0  |  提交时间：2021/12/28
Bayesian sparse learning (BSL)  deterministic compressive sensing (CS)  multiconstraint  multisnapshot beamforming  multiple signal classification (MUSIC)  
Dynamical Conventional Neural Network Channel Pruning by Genetic Wavelet Channel Search for Image Classification 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 11
作者:  Chen, Lin;  Gong, Saijun;  Shi, Xiaoyu;  Shang, Mingsheng
收藏  |  浏览/下载：90/0  |  提交时间：2021/12/28
neural network pruning  neural architecture search  wavelet features  neural network compression  image classification  
Long-term remote tracking the dynamics of surface water turbidity using a density peaks -based classification: A case study in the Three Gorges Reservoir, China 期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 116, 页码: 10
作者:  Zhou, Botian;  Shang, Mingsheng;  Feng, Li;  Shan, Kun;  Feng, Lei;  Ma, Jianrong;  Liu, Xiangnan;  Wu, Ling
收藏  |  浏览/下载：140/0  |  提交时间：2020/08/24
Surface water turbidity  Remote sensing  Density peaks  Water optical classification  Long-term trend  Three Gorges Reservoir  
核壳结构电磁波吸收材料研究进展 期刊论文
材料导报, 2020, 卷号: 34, 期号: 4A, 页码: 07061
作者:  杨振楠;  刘芳;  李朝龙;  郑超;  曾有福;  郑鑫;  罗梅;  史浩飞
收藏  |  浏览/下载：227/0  |  提交时间：2020/08/24
wave-absorbing materials  core-shell structure  classification  microcosmic regulation mechanism  preparation methods  吸波材料  核壳结构  类型  微观调控机制  制备方法  
A Highly Accurate Framework for Self-Labeled Semisupervised Classification in Industrial Applications 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 卷号: 14, 期号: 3, 页码: 909-920
作者:  Wu, Di;  Luo, Xin;  Wang, Guoyin;  Shang, Mingsheng;  Yuan, Ye;  Yan, Huyong
收藏  |  浏览/下载：228/0  |  提交时间：2018/06/04
Differential evolution (DE)  general framework  industrial application  positioning optimization  self-labeled  semi-supervised classification (SSC)  
Preliminary identification of unicellular algal genus by using combined confocal resonance Raman spectroscopy with PCA and DPLS analysis 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2018, 卷号: 190, 页码: 417-422
作者:  He, Shixuan;  Xie, Wanyi;  Zhang, Ping;  Fang, Shaoxi;  Li, Zhe;  Tang, Peng;  Gao, Xia;  Guo, Jinsong;  Tlili, Chaker;  Wang, Deqiang
Adobe PDF(859Kb)  |  收藏  |  浏览/下载：252/0  |  提交时间：2018/03/05
Confocal Resonance Raman Spectroscopy  Dominant Alga  Principal Component Analysis  Discriminant Partial Least Squares Classification  
Self-training semi-supervised classification based on density peaks of data 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 180-191
作者:  Wu, Di;  Shang, Mingsheng;  Luo, Xin;  Xu, Ji;  Yan, Huyong;  Deng, Weihui;  Wang, Guoyin
收藏  |  浏览/下载：180/0  |  提交时间：2018/03/05
Density peaks  Self-training  Semi-supervised classification  Supervised learning