A perspective on explanations of molecular prediction models

GP Wellawatte, HA Gandhi, A Seshadri… - Journal of Chemical …, 2023 - ACS Publications
Chemists can be skeptical in using deep learning (DL) in decision making, due to the lack of
interpretability in “black-box” models. Explainable artificial intelligence (XAI) is a branch of …
被引用次数：34 相关文章

A Perspective on Explanations of Molecular Prediction Models

GP Wellawatte, HA Gandhi, A Seshadri, AD White - 2022 - chemrxiv.org
Chemists can be skeptical in using deep learning (DL) in decision making, due to the lack of
interpretability in" black-box" models. Explainable artificial intelligence (XAI) is a branch of AI …

[引用][C] A Perspective on Explanations of Molecular Prediction Models

GP Wellawatte, HA Gandhi, A Seshadri… - Journal of Chemical …, 2023 - par.nsf.gov

A Perspective on Explanations of Molecular Prediction Models

GP Wellawatte, HA Gandhi… - Journal of chemical …, 2023 - pubmed.ncbi.nlm.nih.gov
Chemists can be skeptical in using deep learning (DL) in decision making, due to the lack of
interpretability in" black-box" models. Explainable artificial intelligence (XAI) is a branch of …

A Perspective on Explanations of Molecular Prediction Models.

GP Wellawatte, HA Gandhi, A Seshadri… - Journal of Chemical …, 2023 - europepmc.org
Chemists can be skeptical in using deep learning (DL) in decision making, due to the lack of
interpretability in “black-box” models. Explainable artificial intelligence (XAI) is a branch of …
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[HTML][HTML] A Perspective on Explanations of Molecular Prediction Models

GP Wellawatte, HA Gandhi, A Seshadri… - Journal of Chemical …, 2023 - ncbi.nlm.nih.gov
Chemists can be skeptical in using deep learning (DL) in decision making, due to the lack of
interpretability in “black-box” models. Explainable artificial intelligence (XAI) is a branch of …

A Perspective on Explanations of Molecular Prediction Models

GP Wellawatte, HA Gandhi, A Seshadri, AD White - 2022 - chemrxiv.org
Chemists can be skeptical in using deep learning (DL) in decision making, due to the lack of
interpretability in" black-box" models. Explainable artificial intelligence (XAI) is a branch of AI …

[引用][C] APerspective ON EXPLANATIONS OF MOLECULAR PREDICTION MODELS

GP Wellawatte, HA Gandhi, A Seshadri, AD White - 2022