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清华大学 [6]

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	A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model 期刊论文 Electric Power Systems Research, 2022, 卷号: 211 作者: Lizhen, Wu; Yifan, Zhao; Gang, Wang; Xiaohong, Hao 收藏 \| 浏览/下载：20/0 \| 提交时间：2022/07/20 Batch data processing Big data Electric power plant loads Forecasting Gradient methods K-means clustering Regression analysis Stochastic models Big data analyze Distributed parallel computing Load forecasting Map-reduce Map-reduce framework Mini-batch stochastic gradient descent Regression modelling Short term load forecasting Stochastic gradient descent Stochastic gradient descent algorithm
	A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833 作者: Xinlei Yi; Shengjun Zhang; Tao Yang; Tianyou Chai; Karl Henrik Johansson 收藏 \| 浏览/下载：40/0 \| 提交时间：2022/04/24 Distributed nonconvex optimization linear speedup Polyak-Łojasiewicz (P-Ł) condition primal-dual algorithm stochastic gradient descent
	Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文 IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 402-411 作者: Luo, Xin; Qin, Wen; Dong, Ani; Sedraoui, Khaled; Zhou, MengChu 收藏 \| 浏览/下载：20/0 \| 提交时间：2021/03/17 Big data industrial application industrial data latent factor analysis machine learning parallel algorithm recommender system (RS) stochastic gradient descent (SGD)
	Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411 作者: Xin Luo; Wen Qin; Ani Dong; Khaled Sedraoui; MengChu Zhou 收藏 \| 浏览/下载：25/0 \| 提交时间：2021/04/09 Big data industrial application industrial data latent factor analysis machine learning parallel algorithm recommender system (RS) stochastic gradient descent (SGD)
	A novel hybrid combination optimization algorithm based on search area segmentation and fast Fourier transform 期刊论文 Engineering Optimization, 2019, 卷号: 51, 期号: 5, 页码: 846-861 作者: Zhao, Fuqing; Yang, Guoqiang; Zhang, Yi; Lei, Wenchang; Ma, Weimin 收藏 \| 浏览/下载：7/0 \| 提交时间：2022/02/17 Benchmarking Global optimization Gradient methods Binary search Global optimization problems Gradient descent Gradient descent algorithms Hybrid optimization algorithm Numerical optimizations Search area State-of-the-art algorithms
	A Contactless Insulator Contamination Levels Detecting Method Based on Infrared Images Features and RBFNN 期刊论文 IEEE Transactions on Industry Applications, 2019, 卷号: Vol.55 No.3, 页码: 2455-2463 作者: Hongying He; Diansheng Luo; Wei-Jen Lee; Zhenyuan Zhang; Yijia Cao 收藏 \| 浏览/下载：59/0 \| 提交时间：2019/12/13 Insulators Humidity Leakage currents Feature extraction Surface contamination Porcelain Color moment features contamination levels identification gradient descent algorithm hidden center parameters image processing infrared image insulators radial basis function neural network (RBFNN) random number control factor
	A Contactless Insulator Contamination Levels Detecting Method Based on Infrared Images Features and RBFNN. 期刊论文 IEEE Transactions on Industry Applications, 2019, 卷号: Vol.55 No.3, 页码: 2455-2463 作者: He, Hongying; Luo, Diansheng; Lee, Wei-Jen; Zhang, Zhenyuan; Cao, Yijia 收藏 \| 浏览/下载：12/0 \| 提交时间：2019/12/13 Color moment features contamination levels identification Feature extraction gradient descent algorithm hidden center parameters Humidity image processing infrared image insulators Leakage currents Porcelain radial basis function neural network (RBFNN) random number control factor Surface contamination
	A Contactless Insulator Contamination Levels Detecting Method Based on Infrared Images Features and RBFNN. 期刊论文 IEEE Transactions on Industry Applications, 2019, 卷号: Vol.55 No.3, 页码: 2455-2463 作者: He, Hongying; Luo, Diansheng; Lee, Wei-Jen; Zhang, Zhenyuan; Cao, Yijia 收藏 \| 浏览/下载：12/0 \| 提交时间：2019/12/17 Color moment features contamination levels identification Feature extraction gradient descent algorithm hidden center parameters Humidity image processing infrared image insulators Leakage currents Porcelain radial basis function neural network (RBFNN) random number control factor Surface contamination
	An Improved Backtracking Line Search Method for 2D Projected Gradient Method [基于改进回溯线搜索的二维梯度投影法] 期刊论文 Zhongbei Daxue Xuebao (Ziran Kexue Ban)/Journal of North University of China (Natural Science Edition), 2019, 卷号: 40, 期号: 5, 页码: 432-436 作者: Pan J.-F.; Xu Z.-M.; Xu X.-M. 收藏 \| 浏览/下载：16/0 \| 提交时间：2019/12/11 Backtracking line search Gradient descent algorithm Image reconstruction Total variation Two-dimensional compressive sensing
	Listwise approach based on the cross-correntropy for learning to rank 期刊论文 ELECTRONICS LETTERS, 2018, 卷号: 54, 页码: 878-879 作者: Wu, Mintao; Zhu, Jihua; Wang, Jun; Pang, Shanmin; Li, Yaochen 收藏 \| 浏览/下载：11/0 \| 提交时间：2019/11/19 cross-correntropy loss training model learning to rank document retrieval neural network model listwise approach learning (artificial intelligence) information retrieval gradient methods entropy listwise loss function ListCCE gradient descent algorithm

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