124 citations · 132 across the 6 of their papers we have counts for
4 papers · 1 filter
MechRetro is a chemical-mechanism-driven graph learning framework for interpretable retrosynthesis prediction and pathway planning
Yu Wang, Chao Pang, Yuzhe Wang +5
Leveraging artificial intelligence for automatic retrosynthesis speeds up organic pathway planning in digital laboratories. However, existing deep learning approaches are unexplain…
Reference-Based Sequence Classification
Zengyou He, Guangyao Xu, Chaohua Sheng +2
Sequence classification is an important data mining task in many real world applications. Over the past few decades, many sequence classification methods have been proposed from di…
Instance-Based Classification through Hypothesis Testing
Zengyou He, Chaohua Sheng, Yan Liu +1
Classification is a fundamental problem in machine learning and data mining. During the past decades, numerous classification methods have been presented based on different princip…
HPSLPred: An Ensemble Multi-label Classifier for Human Protein Subcellular Location Prediction with Imbalanced Source
Shixiang Wan, Quan Zou
Predicting the subcellular localization of proteins is an important and challenging problem. Traditional experimental approaches are often expensive and time-consuming. Consequentl…