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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
Authors:  Huang, Jian;  Ding, Wen;  Zhang, Jiarun;  Li, Zhao;  Shu, Ting;  Kuosmanen, Pekka;  Zhou, Guanqun;  Zhou, Chuan;  Yu, Gang
Favorite  |  View/Download：33/0  |  Submit date：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
Authors:  Liu, Yixin;  Li, Zhao;  Pan, Shirui;  Gong, Chen;  Zhou, Chuan;  Karypis, George
Favorite  |  View/Download：92/0  |  Submit date：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
Authors:  Hou, Shengluan;  Lu, Ruqian
Favorite  |  View/Download：128/0  |  Submit date：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
Authors:  Xu, Shuang;  Wang, Pei;  Zhang, Chun-Xia;  Lu, Jinhu
Favorite  |  View/Download：122/0  |  Submit date：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
Authors:  Yao, Chao;  Liu, Ya-Feng;  Jiang, Bo;  Han, Jungong;  Han, Junwei
Favorite  |  View/Download：90/0  |  Submit date：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
Authors:  Qiao, Hong;  Li, Yinlin;  Li, Fengfu;  Xi, Xuanyang;  Wu, Wei
Favorite  |  View/Download：72/0  |  Submit date：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
Authors:  Li, Yinlin;  Wu, Wei;  Zhang, Bo;  Li, Fengfu
Favorite  |  View/Download：109/0  |  Submit date：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
Authors:  Gao, Tingting;  Yang, Zhixia;  Wang, Yong;  Jing, Ling
Favorite  |  View/Download：95/0  |  Submit date：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
Authors:  Wang, Yong;  Zhang, Xiang-Sun;  Xia, Yu
Favorite  |  View/Download：101/0  |  Submit date：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
Authors:  Zhang, Wen;  Tang, Xijin;  Yoshida, Taketoshi
Favorite  |  View/Download：61/0  |  Submit date：2018/07/30
text classification  SVM  BPNN  Xiangshan Science Conference