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Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
收藏  |  浏览/下载：139/0  |  提交时间：2021/04/26
Biological system modeling  Data models  Biological neural networks  Predictive models  Neurons  Mathematical model  Complex-valued external criterion  complex-valued group method of data handling (GMDH)-type neural network  parameter estimation  real-valued classification  
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness 期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
作者:  Jin, Pengzhan;  Lu, Lu;  Tang, Yifa;  Karniadakis, George Em
收藏  |  浏览/下载：118/0  |  提交时间：2021/01/14
Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness  
On semi-supervised multiple representation behavior learning 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 卷号: 46, 页码: 17
作者:  Lu, Ruqian;  Hou, Shengluan
收藏  |  浏览/下载：142/0  |  提交时间：2021/04/26
Semi-supervised learning  Semi-supervised multiple representation behavior learning  Semi-supervised grammar learning  
Deep spatial-temporal structure learning for rumor detection on Twitter 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 页码: 11
作者:  Huang, Qi;  Zhou, Chuan;  Wu, Jia;  Liu, Luchen;  Wang, Bin
收藏  |  浏览/下载：164/0  |  提交时间：2020/09/23
Rumor detection  Spatial-temporal structure learning  
Knowledge-driven business model innovation through the introduction of equity investment: evidence from China's primary market 期刊论文
JOURNAL OF KNOWLEDGE MANAGEMENT, 2020, 页码: 18
作者:  Zheng, Jiali;  Qiao, Han;  Zhu, Xiumei;  Wang, Shouyang
收藏  |  浏览/下载：157/0  |  提交时间：2020/09/23
Business model innovation  Equity investment  China's primary market  Logistic regression  Back propagation neural network (BPNN)  
Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections 期刊论文
JOURNAL OF ADVANCED TRANSPORTATION, 2020, 卷号: 2020, 页码: 12
作者:  Li, Juan;  Jiang, Boyu;  Dong, Chunjiao;  Wang, Jue;  Zhang, Xuan
收藏  |  浏览/下载：155/0  |  提交时间：2020/10/12
Fano manifolds containing a negative divisor isomorphic to a rational homogeneous space of Picard number one 期刊论文
INTERNATIONAL JOURNAL OF MATHEMATICS, 2020, 卷号: 31, 期号: 9, 页码: 14
作者:  Liu, Jie
收藏  |  浏览/下载：121/0  |  提交时间：2020/11/18
Fano manifolds  rational homogeneous spaces  extremal contraction  Mori theory  
Classification of the congruence classes ofAn5\documentclass with 2-torsion free homology 期刊论文
SCIENCE CHINA-MATHEMATICS, 2020, 卷号: 63, 期号: 7, 页码: 1409-1428
作者:  Zhu, Zhongjian;  Pan, Jianzhong
收藏  |  浏览/下载：134/0  |  提交时间：2020/09/23
homotopy  indecomposable  matrix problem  congruence class  
Model-free feature screening for ultrahigh dimensional classification 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 178, 页码: 12
作者:  Sheng, Ying;  Wang, Qihua
收藏  |  浏览/下载：166/0  |  提交时间：2020/06/30
Classification accuracy  The Bayes rule  Sure screening  Ultrahigh dimensional classification  
Complete Classification and Efficient Determination of Arrangements Formed by Two Ellipsoids 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2020, 卷号: 39, 期号: 3, 页码: 12
作者:  Jia, Xiaohong;  Tu, Changhe;  Mourrain, Bernard;  Wang, Wenping
收藏  |  浏览/下载：144/0  |  提交时间：2021/01/14
Arrangements  ellipsoids  collision detection