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浏览/检索结果: 共15条，第1-10条 帮助 限定条件 发表日期：2020    专题：自动化研究所    第一署名单位    第一作者单位    通讯作者单位     已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择作者升序作者降序题名升序题名降序发表日期升序发表日期降序提交时间升序提交时间降序 Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256 作者:  Wei, Qinglai;  Wang, Lingxiao;  Liu, Yu;  Polycarpou, Marios M. 收藏  |  浏览/下载：19/0  |  提交时间：2021/03/08 Elevators  Optimal control  Backpropagation  Machine learning  Neural networks  Learning (artificial intelligence)  Actor  –critic  adaptive dynamic programming  deep learning (DL)  elevator group control (EGC)  optimal control  reinforcement learning (RL)   Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 4649-4659 作者:  Peng, Xinyu;  Li, Li;  Wang, Fei-Yue 收藏  |  浏览/下载：14/0  |  提交时间：2021/01/06 Training  Convergence  Approximation algorithms  Stochastic processes  Estimation  Optimization  Acceleration  Batch selection  machine learning  minibatch stochastic gradient descent (SGD)  speed of convergence   Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3017-3031 作者:  Chu, Fei;  Liang, Tao;  Chen, C. L. Philip;  Wang, Xuesong;  Ma, Xiaoping 收藏  |  浏览/下载：38/0  |  提交时间：2020/09/07 Learning systems  Training  Heuristic algorithms  Neural networks  Automation  Process control  Control engineering  Broad learning system (BLS)  incremental learning algorithm  noise and outliers  weighted penalty factor   The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568 作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing 收藏  |  浏览/下载：17/0  |  提交时间：2020/08/03 Convergence  Extrapolation  Optimization  Acceleration  Machine learning  Task analysis  Machine learning algorithms  Individual convergence  machine learning  Nesterov's extrapolation  nonsmooth optimization  sparsity   A Fuzzy Deep Model Based on Fuzzy Restricted Boltzmann Machines for High-Dimensional Data Classification 期刊论文 IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 7, 页码: 1344-1355 作者:  Feng, Shuang;  Chen, C. L. Philip;  Zhang, Chun-Yang 收藏  |  浏览/下载：23/0  |  提交时间：2020/08/03 Data models  Training  Training data  Fuzzy neural networks  Databases  Neural networks  Classification  fuzzy deep model  fuzzy restricted Boltzmann machine (FRBM)  hybrid learning   Radiomics in liver diseases: Current progress and future opportunities 期刊论文 LIVER INTERNATIONAL, 2020, 卷号: 40, 期号: 9, 页码: 2050-2063 作者:  Wei, Jingwei;  Jiang, Hanyu;  Gu, Dongsheng;  Niu, Meng;  Fu, Fangfang 收藏  |  浏览/下载：45/0  |  提交时间：2020/08/03 data science  liver diseases  machine learning  precision medicine  radiologic technology   Teaching machines to write like humans using L-attributed grammar 期刊论文 ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 卷号: 90, 页码: 10 作者:  Shao, Yunxue;  Liu, Cheng-Lin 收藏  |  浏览/下载：4/0  |  提交时间：2020/06/22 Automatic writing  Handwritten character recognition  L-attributed grammar  Top-down derivation   Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM 期刊论文 IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153 作者:  Yu, Xiao;  Liu, Jin;  Keung, Jacky Wai;  Li, Qing;  Bennin, Kwabena Ebo 收藏  |  浏览/下载：22/0  |  提交时间：2020/06/02 Support vector machines  Software  Prediction algorithms  Predictive models  Testing  Software algorithms  Computer science  Cost-sensitive learning  data imbalance  ranking-oriented defect prediction (RODP)   Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 835-845 作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing 收藏  |  浏览/下载：14/0  |  提交时间：2020/03/30 Convergence  Convex functions  Machine learning  Optimization methods  Linear programming  Cybernetics  Individual convergence  machine learning  mirror descent (MD) methods  regularized learning problems  stochastic gradient descent (SGD)  stochastic optimization   A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 790-799 作者:  Hao Zhang;  Yongdan Li;  Zhihan Lv;  Arun Kumar Sangaiah;  Tao Huang 收藏  |  浏览/下载：22/0  |  提交时间：2021/03/11 Deep belief network (DBN)  flow calculation  frequent pattern  intrusion detection  sliding window  support vector machine (SVM)