Zhiyi Duan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Conditional Independence Tests

Bayesian Network Classifiers

Structure Learning

Top Venues

Knowl. Based Syst.

Publications

Hengnian Gu, Zhiyi Duan, Pan Xie, Dongdai Zhou
Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs. CoRR (2024)
Zhiyi Duan, Hengnian Gu, Yuan Ke, Dongdai Zhou
EBERT: A lightweight expression-enhanced large-scale pre-trained language model for mathematics education. Knowl. Based Syst. 300 (2024)
Hengnian Gu, Zhiyi Duan, Pan Xie, Dongdai Zhou
Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs. WWW (2024)
Zhiyi Duan, Xiaoxiao Dong, Hengnian Gu, Xiong Wu, Zhen Li, Dongdai Zhou
Towards more accurate and interpretable model: Fusing multiple knowledge relations into deep knowledge tracing. Expert Syst. Appl. 243 (2024)
Zhiyi Duan, Limin Wang, Shenglei Chen, Minghui Sun
Instance-based weighting filter for superparent one-dependence estimators. Knowl. Based Syst. 203 (2020)
Zhiyi Duan, Limin Wang, Minghui Sun
Efficient heuristics for learning Bayesian network from labeled and unlabeled data. Intell. Data Anal. 24 (2) (2020)
Zhiyi Duan, Limin Wang, Minghui Sun
Model Matching: A Novel Framework to use Clustering Strategy to Solve the Classification Problem. IEEE Access 7 (2019)
Zhiyi Duan, Limin Wang, Musa Mammadov, Hua Lou, Ming-Hui Sun
Discriminatory Target Learning: Mining Significant Dependence Relationships from Labeled and Unlabeled Data. Entropy 21 (5) (2019)
Yang Zhang, Limin Wang, Zhiyi Duan, Minghui Sun
Structure Learning of Bayesian Network Based on Adaptive Thresholding. Entropy 21 (7) (2019)
Limin Wang, Gaojie Wang, Zhiyi Duan, Hua Lou, Minghui Sun
Optimizing the Topology of Bayesian Network Classifiers by Applying Conditional Entropy to Mine Causal Relationships Between Attributes. IEEE Access 7 (2019)
Yuguang Long, Limin Wang, Zhiyi Duan, Minghui Sun
Robust Structure Learning of Bayesian Network by Identifying Significant Dependencies. IEEE Access 7 (2019)
Zhiyi Duan, Limin Wang
-Dependence Bayesian Classifier Ensemble. Entropy 19 (12) (2017)