Interpretable belief rule base for safety state assessment with reverse causal inference

Belief rule-base inference methodology using the evidential reasoning Approach-RIMER

Jianbo Yang, Jun Liu, Jin Wang et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2006 · 781 citations

Engineering, Evidential Reasoning Approach-rimer, Verification +17

Evidential reasoning rule for evidence combination

Jianbo Yang, Dong‐Ling Xu · Artificial Intelligence · 2013 · 697 citations

Engineering, Automated Reasoning, Verification +6

Black-Box vs. White-Box: Understanding Their Advantages and Weaknesses From a Practical Point of View

Octavio Loyola‐González · IEEE Access · 2019 · 510 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

Approximating XGBoost with an interpretable decision tree

Omer Sagi, Lior Rokach · Information Sciences · 2021 · 476 citations

Engineering, Machine Learning, Data Science +9

Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement

Yaochu Jin · IEEE Transactions on Fuzzy Systems · 2000 · 475 citations

Fuzzy Systems, Engineering, Fuzzy Modeling +17