Zhigao Guo

1. A survey of Bayesian Network structure learning
   2021/09/23 by Neville K. Kitson, Anthony C. Constantinou, Kitson, Neville K. +7 · 19 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. The impact of prior knowledge on causal structure learning
   2021/01/31 by Anthony C. Constantinou, Constantinou, Anthony C., Zhigao Guo +3 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
3. Large-scale empirical validation of Bayesian Network structure learning\n algorithms with noisy data
   2020/05/18 by Anthony C. Constantinou, Yang Liu, Constantinou, Anthony C. +7 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Improving Bayesian Network Structure Learning in the Presence of Measurement Error
   2020/11/19 by Yang Liu, Liu, Yang, Anthony C. Constantinou +3 · 1 citation
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Data Quality and Management
5. Effective and efficient structure learning with pruning and model averaging strategies
   2021/12/01 by Anthony C. Constantinou, Constantinou, Anthony C., Yang Liu +7 · 1 citation
   Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG)