深度概率图模型的学习与推理预测

61573266
2015
F0603.机器学习
杨有龙
面上项目
教授
西安电子科技大学
66万元
深度学习;概率图模型;贝叶斯网络;数据分析;推理预测
2016-01-01到2019-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Decision function with probability feature weighting based on Bayesian network for multi-label classification 期刊论文 Yang Youlong;Ding Mengxiao
2 An Integrated Causal Path Identification Method 期刊论文 Nina Fei;Youlong Yang
3 Adaptive clustering algorithm based on max-min distance and Bayesian decision theory 期刊论文 Zhao Fengqin;Yang Youlong;Zhao Weiwei
4 Estimating linear causality in the presence of latent variables 期刊论文 Fei Nina;Yang Youlong
5 An improved fuzzy classifier for imbalanced data 期刊论文 Yan Dandan;Yang Youlong;Li Benchong
6 An incremental electric load forecasting model based on support vector regression 期刊论文 Yang YouLong;Che JinXing;Li YanYing;Zhao YanJun;Zhu SuLing
7 One Core Task of Interpretability in Machine learning — Expansion of Structural Equation Modeling 期刊论文 Nina FEI;Youlong YANG;Xuying BAI
8 Predicting the number of nearest neighbor for kNN classifier 期刊论文 Li Yanying;Yang Youlong;Che Jinxing;Zhang Long
9 Fuzzy rule-based oversampling technique for imbalanced and incomplete data learning 期刊论文 Liu Gencheng;Yang Youlong;Li Benchong
10 A dissimilarity measure for mixed nominal and ordinal attribute data in k-modes algorithm 期刊论文 Fang YUAN;Youlong YANG
11 Complexity of concept classes induced by discrete Markov networks and Bayesian networks 期刊论文 Li Benchong;Yang Youlong
12 Sequential grid approach based support vector regression for short-term electric load forecasting 期刊论文 Yang Youlong;Che Jinxing;Deng Chengzhi;Li Li
13 Subsampled support vector regression ensemble for short term electric load forecasting 期刊论文 Li Yanying;Che Jinxing;Yang Youlong
14 Entropy difference and kernel-based oversampling technique for imbalanced data learning 期刊论文 Xu WU;Youlong YANG;Lingyu REN
15 Multi-label imbalanced classification based on assessments of cost and value 期刊论文 Ding Mengxiao;Yang Youlong;Lan Zhiqing
16 Optimal path selection approach for fuzzy reliable shortest path problem 期刊论文 Yang Youlong;Yan Dandan;Zhao Junhang
17 Improved Naive Possibilistic Classifiers for Imprecise Data 期刊论文 Jing Bai;Youlong Yang;Jianming Xie
18 基于集成算法的SVM训练数据选择 期刊论文 魏洒洒;杨有龙;赵伟卫
19 Stochastic correlation coefficient ensembles for variable selection 期刊论文 Che JinXing;Yang YouLong
20 基于非平衡数据的随机森林分类算法改进 期刊论文 魏正韬;杨有龙;白婧
21 Oversampling Technique Based on Fuzzy Representativeness Difference for Classifying Imbalanced Data 期刊论文 Ruonan REN;Youlong YANG;Liqin SUN
22 Selective classifier chains based on max-relevance and min-redundancy for multi-label classification 期刊论文 Huang Ge;Yang Youlong;Bai Jing
23 A modified support vector regression: Integrated selection of training subset and model 期刊论文 Che JinXing;Yang YouLong;Li Li;Li YanYing;Zhu SuLing
24 Multitask possibilistic and fuzzy co-clustering algorithm for clustering data with multisource features 期刊论文 Jiaqi Ren;Youlong Yang
25 Maximum relevance minimum common redundancy feature selection for nonlinear data 期刊论文 Che Jinxing;Yang Youlong;Li Li;Bai Xuying;Zhang Shenghu;Deng Chengzhi
26 基于模糊规则的随机缺失属性值数据分类算法 期刊论文 段亚军;杨有龙;白旭英
27 一种基于图形模型的跳频序列预测系统 专利 杨有龙;王文生;曹颖
28 A research on classification performance of fuzzy classifiers based on fuzzy set theory 期刊论文 Yang Y L;Bai X Y
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