Explainable Artificial Intelligence for Protein Function Prediction: A Perspective View

被引：2
|
作者：
Le, Nguyen Quoc Khanh [1 ,2 ]
机构：
[1] Taipei Med Univ, Coll Med, Artificial Intelligence Med Program, Taipei 106, Taiwan
[2] Taipei Med Univ, Res Ctr Artificial Intelligence Med, Taipei 106, Taiwan
来源：
CURRENT BIOINFORMATICS | 2023年 / 18卷 / 03期
关键词：
D O I：
10.2174/1574893618666230220120449
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
引用
收藏
页码：205 / 207
页数：3
相关论文
共 50 条
  • [1] A historical perspective of explainable Artificial Intelligence
    Confalonieri, Roberto
    Coba, Ludovik
    Wagner, Benedikt
    Besold, Tarek R.
    [J]. WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2021, 11 (01)
  • [2] A Trustworthy View on Explainable Artificial Intelligence Method Evaluation
    Li, Ding
    Liu, Yan
    Huang, Jun
    Wang, Zerui
    [J]. COMPUTER, 2023, 56 (04) : 50 - 60
  • [3] Research on Explainable Artificial Intelligence Techniques: An User Perspective
    Daudt, Fabio
    Cinalli, Daniel
    Garcia, Ana Cristina B.
    [J]. PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2021, : 144 - 149
  • [4] A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
    Salih, Ahmed M.
    Raisi-Estabragh, Zahra
    Galazzo, Ilaria Boscolo
    Radeva, Petia
    Petersen, Steffen E.
    Lekadir, Karim
    Menegaz, Gloria
    [J]. ADVANCED INTELLIGENT SYSTEMS, 2024,
  • [5] An explainable artificial intelligence approach for financial distress prediction
    Zhang, Zijiao
    Wu, Chong
    Qu, Shiyou
    Chen, Xiaofang
    [J]. INFORMATION PROCESSING & MANAGEMENT, 2022, 59 (04)
  • [6] Explainable artificial intelligence for LDL cholesterol prediction and classification
    Sezer, Sevilay
    Oter, Ali
    Ersoz, Betul
    Topcuoglu, Canan
    Bulbul, Halil Ibrahim
    Sagiroglu, Seref
    Akin, Murat
    Yilmaz, Gulsen
    [J]. CLINICAL BIOCHEMISTRY, 2024, 130
  • [7] Explainable artificial intelligence
    Wickramasinghe, Chathurika S.
    Marino, Daniel
    Amarasinghe, Kasun
    [J]. FRONTIERS IN COMPUTER SCIENCE, 2023, 5
  • [8] A New Perspective on hvaluation Methods for Explainable Artificial Intelligence (XAI)
    Speith, Timo
    Langer, Markus
    [J]. 2023 IEEE 31ST INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE WORKSHOPS, REW, 2023, : 325 - 331
  • [9] Explainable artificial intelligence and machine learning: A reality rooted perspective
    Emmert-Streib, Frank
    Yli-Harja, Olli
    Dehmer, Matthias
    [J]. WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2020, 10 (06)
  • [10] Toward Explainable Artificial Intelligence for Regression Models A methodological perspective
    Letzgus, Simon
    Wagner, Patrick
    Lederer, Jonas
    Samek, Wojciech
    Mueller, Klaus-Robert
    Montavon, Gregoire
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2022, 39 (04) : 40 - 58
12345