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Variational deep embedding-based active learning for the diagnosis of pneumonia 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
作者:  Huang, Jian;  Ding, Wen;  Zhang, Jiarun;  Li, Zhao;  Shu, Ting;  Kuosmanen, Pekka;  Zhou, Guanqun;  Zhou, Chuan;  Yu, Gang
收藏  |  浏览/下载：96/0  |  提交时间：2023/02/07
pneumonia diagnosis  active learning  variational autoencoders  brain-like computing  human-centric computing  
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Liu, Yixin;  Li, Zhao;  Pan, Shirui;  Gong, Chen;  Zhou, Chuan;  Karypis, George
收藏  |  浏览/下载：120/0  |  提交时间：2022/04/02
Anomaly detection  Task analysis  Graph neural networks  Unsupervised learning  Predictive models  Pattern matching  Training  Anomaly detection  attributed networks  contrastive self-supervised learning  graph neural networks (GNNs)  unsupervised learning  
Knowledge-guided unsupervised rhetorical parsing for text summarization 期刊论文
INFORMATION SYSTEMS, 2020, 卷号: 94, 页码: 12
作者:  Hou, Shengluan;  Lu, Ruqian
收藏  |  浏览/下载：165/0  |  提交时间：2021/01/14
Automatic text summarization  Rhetorical structure theory  Domain knowledge base  Attentional encoder-decoder  Natural language processing  
Spectral Learning Algorithm Reveals Propagation Capability of Complex Networks 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 12, 页码: 4253-4261
作者:  Xu, Shuang;  Wang, Pei;  Zhang, Chun-Xia;  Lu, Jinhu
收藏  |  浏览/下载：177/0  |  提交时间：2020/01/10
Complex network  important node  influential spreader  propagation capability  SpectralRank (SR)  
LLE Score: A New Filter-Based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 11, 页码: 5257-5269
作者:  Yao, Chao;  Liu, Ya-Feng;  Jiang, Bo;  Han, Jungong;  Han, Junwei
收藏  |  浏览/下载：135/0  |  提交时间：2018/07/30
Unsupervised learning  feature selection  manifold learning  image recognition  
Biologically Inspired Model for Visual Cognition Achieving Unsupervised Episodic and Semantic Feature Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 10, 页码: 2335-2347
作者:  Qiao, Hong;  Li, Yinlin;  Li, Fengfu;  Xi, Xuanyang;  Wu, Wei
收藏  |  浏览/下载：116/0  |  提交时间：2018/07/30
Biologically inspired  hierarchical model  key components learning  semantic description  
Enhanced HMAX model with feedforward feature learning for multiclass categorization 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2015, 卷号: 9, 页码: 14
作者:  Li, Yinlin;  Wu, Wei;  Zhang, Bo;  Li, Fengfu
收藏  |  浏览/下载：148/0  |  提交时间：2018/07/30
HMAX  biologically inspired  feedforward  saliency map  middle level patch learning  feature encoding  multiclass categorization  
Identifying translation initiation sites in prokaryotes using support vector machine 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2010, 卷号: 262, 期号: 4, 页码: 644-649
作者:  Gao, Tingting;  Yang, Zhixia;  Wang, Yong;  Jing, Ling
收藏  |  浏览/下载：126/0  |  提交时间：2018/07/30
Translation initiation site prediction  Support vector machine  Position specific weight matrix  
Predicting eukaryotic transcriptional cooperativity by Bayesian network integration of genome-wide data 期刊论文
NUCLEIC ACIDS RESEARCH, 2009, 卷号: 37, 期号: 18, 页码: 5943-5958
作者:  Wang, Yong;  Zhang, Xiang-Sun;  Xia, Yu
收藏  |  浏览/下载：130/0  |  提交时间：2018/07/30
Text classification toward a scientific forum 期刊论文
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2007, 卷号: 16, 期号: 3, 页码: 356-369
作者:  Zhang, Wen;  Tang, Xijin;  Yoshida, Taketoshi
收藏  |  浏览/下载：91/0  |  提交时间：2018/07/30
text classification  SVM  BPNN  Xiangshan Science Conference