FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385567764> ?p ?o ?g. }

• W4385567764 abstract "This paper presents ExplainableFold (xFold), which is an Explainable AI framework for protein structure prediction. Despite the success of AI-based methods such as AlphaFold (αFold) in this field, the underlying reasons for their predictions remain unclear due to the black-box nature of deep learning models. To address this, we propose a counterfactual learning framework inspired by biological principles to generate counterfactual explanations for protein structure prediction, enabling a dry-lab experimentation approach. Our experimental results demonstrate the ability of ExplainableFold to generate high-quality explanations for AlphaFold's predictions, providing near-experimental understanding of the effects of amino acids on 3D protein structure. This framework has the potential to facilitate a deeper understanding of protein structures. Source code and data of the ExplainableFold project are available at https://github.com/rutgerswiselab/ExplainableFold." @default.
• W4385567764 created "2023-08-05" @default.
• W4385567764 creator A5016323755 @default.
• W4385567764 creator A5059058149 @default.
• W4385567764 date "2023-08-04" @default.
• W4385567764 modified "2023-09-27" @default.
• W4385567764 title "ExplainableFold: Understanding AlphaFold Prediction with Explainable AI" @default.
• W4385567764 cites W1584253018 @default.
• W4385567764 cites W1594663644 @default.
• W4385567764 cites W1951055954 @default.
• W4385567764 cites W1967356215 @default.
• W4385567764 cites W1978513278 @default.
• W4385567764 cites W2011771168 @default.
• W4385567764 cites W2015033969 @default.
• W4385567764 cites W2024405748 @default.
• W4385567764 cites W2038898901 @default.
• W4385567764 cites W2039675762 @default.
• W4385567764 cites W2041910757 @default.
• W4385567764 cites W2063619185 @default.
• W4385567764 cites W2083377408 @default.
• W4385567764 cites W2097889307 @default.
• W4385567764 cites W2115540209 @default.
• W4385567764 cites W2129131372 @default.
• W4385567764 cites W2135503340 @default.
• W4385567764 cites W2154491135 @default.
• W4385567764 cites W2284413383 @default.
• W4385567764 cites W2604078450 @default.
• W4385567764 cites W2890816920 @default.
• W4385567764 cites W2994120362 @default.
• W4385567764 cites W2999044305 @default.
• W4385567764 cites W3000982932 @default.
• W4385567764 cites W3016419862 @default.
• W4385567764 cites W3094601110 @default.
• W4385567764 cites W3099555498 @default.
• W4385567764 cites W3177828909 @default.
• W4385567764 cites W317957491 @default.
• W4385567764 cites W3210519732 @default.
• W4385567764 cites W4205094401 @default.
• W4385567764 cites W4206694472 @default.
• W4385567764 cites W4224309172 @default.
• W4385567764 cites W4285240985 @default.
• W4385567764 cites W4309643848 @default.
• W4385567764 cites W4312632714 @default.
• W4385567764 cites W53490657 @default.
• W4385567764 doi "https://doi.org/10.1145/3580305.3599337" @default.
• W4385567764 hasPublicationYear "2023" @default.
• W4385567764 type Work @default.
• W4385567764 citedByCount "0" @default.
• W4385567764 crossrefType "proceedings-article" @default.
• W4385567764 hasAuthorship W4385567764A5016323755 @default.
• W4385567764 hasAuthorship W4385567764A5059058149 @default.
• W4385567764 hasBestOaLocation W43855677641 @default.
• W4385567764 hasConcept C108583219 @default.
• W4385567764 hasConcept C108650721 @default.
• W4385567764 hasConcept C111472728 @default.
• W4385567764 hasConcept C119857082 @default.
• W4385567764 hasConcept C138885662 @default.
• W4385567764 hasConcept C154945302 @default.
• W4385567764 hasConcept C15744967 @default.
• W4385567764 hasConcept C177264268 @default.
• W4385567764 hasConcept C18051474 @default.
• W4385567764 hasConcept C185592680 @default.
• W4385567764 hasConcept C199360897 @default.
• W4385567764 hasConcept C202444582 @default.
• W4385567764 hasConcept C2522767166 @default.
• W4385567764 hasConcept C2776760102 @default.
• W4385567764 hasConcept C2779530757 @default.
• W4385567764 hasConcept C33923547 @default.
• W4385567764 hasConcept C41008148 @default.
• W4385567764 hasConcept C43126263 @default.
• W4385567764 hasConcept C47701112 @default.
• W4385567764 hasConcept C55493867 @default.
• W4385567764 hasConcept C77805123 @default.
• W4385567764 hasConcept C94966114 @default.
• W4385567764 hasConcept C9652623 @default.
• W4385567764 hasConceptScore W4385567764C108583219 @default.
• W4385567764 hasConceptScore W4385567764C108650721 @default.
• W4385567764 hasConceptScore W4385567764C111472728 @default.
• W4385567764 hasConceptScore W4385567764C119857082 @default.
• W4385567764 hasConceptScore W4385567764C138885662 @default.
• W4385567764 hasConceptScore W4385567764C154945302 @default.
• W4385567764 hasConceptScore W4385567764C15744967 @default.
• W4385567764 hasConceptScore W4385567764C177264268 @default.
• W4385567764 hasConceptScore W4385567764C18051474 @default.
• W4385567764 hasConceptScore W4385567764C185592680 @default.
• W4385567764 hasConceptScore W4385567764C199360897 @default.
• W4385567764 hasConceptScore W4385567764C202444582 @default.
• W4385567764 hasConceptScore W4385567764C2522767166 @default.
• W4385567764 hasConceptScore W4385567764C2776760102 @default.
• W4385567764 hasConceptScore W4385567764C2779530757 @default.
• W4385567764 hasConceptScore W4385567764C33923547 @default.
• W4385567764 hasConceptScore W4385567764C41008148 @default.
• W4385567764 hasConceptScore W4385567764C43126263 @default.
• W4385567764 hasConceptScore W4385567764C47701112 @default.
• W4385567764 hasConceptScore W4385567764C55493867 @default.
• W4385567764 hasConceptScore W4385567764C77805123 @default.
• W4385567764 hasConceptScore W4385567764C94966114 @default.
• W4385567764 hasConceptScore W4385567764C9652623 @default.
• W4385567764 hasFunder F4320306076 @default.
• W4385567764 hasLocation W43855677641 @default.

• next