基于图核机器的学习算法及其在金融分析理论的研究

61503422
2015
F0603.机器学习
白璐
青年科学基金项目
副教授
中央财经大学
22万元
核方法;支持向量机
2016-01-01到2018-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
重置
序号 标题 类型 作者
1 P2P Lending Analysis Using the Most Relevant Graph-Based Features 会议论文 崔丽欣;白璐;Yue Wang;Zhihong Zhang;Xiao Bai;Edwin R. Hancock
2 Link Prediction via Supervised Dynamic Network Formation 会议论文 Yue Wang;白璐
3 Maximum margin hashing with supervised information 期刊论文 Haichuan Yang;Xiao Bai;Yanzhen Liu;Yanyang Wang;白璐;Jun Zhou;Wenzhong Tang
4 Adaptive hash retrieval with kernel based similarity 期刊论文 Xiao Bai;Cheng Yan;Haichuan Yang;白璐;Jun Zhou;Edwin R. Hancock
5 Joint hypergraph learning and sparse regression for feature selection 期刊论文 Zhihong Zhang;白璐;Yuanheng Liang;Edwin R. Hancock
6 An edge-based matching kernel on commute-time spanning trees 会议论文 白璐;崔丽欣;Francisco Escolano;Edwin R. Hancock
7 Local-global nested graph kernels using nested complexity traces 期刊论文 白璐;崔丽欣;Luca Rossi;Lixiang Xu;Xiao Bai;Edwin R. Hancock
8 Deep Co-investment Network Learning for Financial Assets 会议论文 Yue Wang;Chenwei Zhangy;Shen Wang;Philp S. Yu;白璐;崔丽欣
9 Identifying the most informative features using a structurally interacting elastic net 期刊论文 Lixin Cui;白璐;Zhihong Zhang;Yue Wang;Edwin R. Hancock
10 Deep depth-based representations of graphs through deep learning networks 期刊论文 白璐;崔丽欣;Xiao Bai;Edwin R. Hancock
11 Quantum-based subgraph convolutional neural networks 期刊论文 Zhihong Zhang;Dongdong Chen;Jinjia Wang;白璐;Edwin R. Hancock
12 A Mixed Entropy Local-Global Reproducing Kernel for Attributed Graphs 会议论文 崔丽欣;白璐;Luca Rossi;Zhihong Zhang;Lixiang Xu;Edwin R. Hancock
13 Adaptive Feature Selection Based on the Most Informative Graph-Based Features 会议论文 崔丽欣;Yuhang Jiao;白璐;Luca Rossi;Edwin R. Hancock
14 A combined Weisfeiler-Lehman graph kernel for structured data 期刊论文 Lixiang Xu;Yuanyan Tang;Bin Luo;崔丽欣;Xiu Chen;Jin Xiao
15 A transitive aligned Weisfeiler-Lehman subtree kernel 会议论文 白璐;Luca Rossi;崔丽欣;Edwin R. Hancock
16 Fast depth-based subgraph kernels for unattributed graphs 期刊论文 白璐;Edwin R. Hancock
17 Depth-based hypergraph complexity traces from directed line graphs 期刊论文 白璐;Francisco Escolano;Edwin R. Hancock
18 Market Abnormality Period Detection via Co-movement Attention Model 会议论文 Yue Wang;Chenwei Zhang;Shen Wang;Philip S. Yu;白璐;崔丽欣
19 Quantum kernels for unattributed graphs using discrete-time quantum walks 期刊论文 白璐;Luca Rossi;崔丽欣;Zhihong Zhang;Peng Ren;Xiao Bai;Edwin R. Hancock
20 Analyzing Time Series from Chinese Financial Market Using a Linear-Time Graph Kernel 会议论文 Yuhang Jiao;Lixin Cui;白璐;Yue Wang
21 A hybrid reproducing graph kernel based on information entropy 期刊论文 Lixiang Xu;Xiaoyi Jiang;白璐;Jin Xiao;Bin Luo
22 Shape classification with a vertex clustering graph kernel 会议论文 白璐;崔丽欣;Yue Wang;Xin Jin;Xiao Bai;Edwin R. Hancock
23 A novel entropy-based graph signature from the average mixing matrix 会议论文 白璐;Luca Rossi;崔丽欣;Edwin R. Hancock
24 A Preliminary Survey of Analyzing Dynamic Time-Varying Financial Networks Using Graph Kernels 会议论文 崔丽欣;白璐;Luca Rossi;Zhihong Zhang;Yuhang Jiao;Edwin R. Hancock
25 Discriminative sparse neighbor coding 期刊论文 Xiao Bai;Cheng Yan;Peng Ren;白璐;Jun Zhou
26 Fast K-means for Large Scale Clustering 会议论文 Qinghao Hu;Jiaxiang Wu;白璐;Yifan Zhang;Jian Cheng
27 A Deep Hybird Graph Kernel through Deep Learning Networks 会议论文 崔丽欣;白璐;Luca Rossi;Yue Wang;Yuhang Jiao;Edwin R. Hancock
28 Thermodynamic characterization of networks using graph polynomials 期刊论文 叶诚;Cesar H. Comin;Thomas K. D. M. Peron;Filipi N. Silva;Francisco A. Rodrigues;Luciano da F. Costa;Andre Torsello;Edwin R. Hancock
29 A Nested Alignment Graph Kernel Through the Dynamic Time Warping Framework 会议论文 白璐;Luca Rossi;崔丽欣;Edwin R. Hancock
查看更多信息请先登录或注册

相关项目

趋势报告

经验分享