Understanding Polymers Through Transfer Learning and Explainable AI

被引:0
|
作者
Miccio, Luis A. [1 ,2 ,3 ]
机构
[1] Donostia International Physics Center, P. M. de Lardizábal 4, San Sebastián,20018, Spain
[2] Institute of Materials Science and Technology (INTEMA), National Research Council (CONICET), Colón 10850, Mar del Plata, 7600, Argentina
[3] Departamento Polímeros y Materiales Avanzados: Física, Química y Tecnología, University of the Basque Country (UPV/EHU), P. Manuel Lardizábal 3, San Sebastián,20018, Spain
来源
Applied Sciences (Switzerland) | 2024年 / 14卷 / 22期
关键词
Compendex;
D O I
10.3390/app142210413
中图分类号
学科分类号
摘要
Convolutional neural networks
引用
收藏
相关论文
共 50 条
  • [1] Understanding, Idealization, and Explainable AI
    Fleisher, Will
    [J]. EPISTEME-A JOURNAL OF INDIVIDUAL AND SOCIAL EPISTEMOLOGY, 2022, 19 (04): : 534 - 560
  • [2] Amalgamation of Transfer Learning and Explainable AI for Internet of Medical Things
    Murugan, Ramalingam
    Paliwal, Manish
    Patibandla, Rama Seetha Maha Lakshmi
    Shah, Pooja
    Balaga, Tarakeswara Rao
    Gurrammagari, Deepti Raj
    Singaravelu, Parvathavarthini
    Yenduri, Gokul
    Jhaveri, Rutvij
    [J]. Recent Advances in Computer Science and Communications, 2024, 17 (04) : 40 - 53
  • [3] Understanding Alzheimer disease's structural connectivity through explainable AI
    Essemlali, Achraf
    St-Onge, Etienne
    Descoteaux, Maxime
    Jodoin, Pierre-Marc
    [J]. MEDICAL IMAGING WITH DEEP LEARNING, VOL 121, 2020, 121 : 217 - 229
  • [4] Understanding AI: Explainable AI with interpretable KPI Labels
    Felix, Rudolf
    [J]. ATP MAGAZINE, 2020, (09): : 38 - 41
  • [5] Understanding the Limits of Explainable Ethical AI
    Peterson, Clayton
    Broersen, Jan
    [J]. INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2024, 33 (03)
  • [6] ExplainableFold: Understanding AlphaFold Prediction with Explainable AI
    Tan, Juntao
    Zhang, Yongfeng
    [J]. PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, 2023, : 2166 - 2176
  • [7] Predicting and Understanding Landslide Events With Explainable AI
    Collini, Enrico
    Palesi, L. A. Ipsaro
    Nesi, Paolo
    Pantaleo, Gianni
    Nocentini, Nicola
    Rosi, Ascanio
    [J]. IEEE ACCESS, 2022, 10 : 31175 - 31189
  • [8] An Explainable AI Paradigm for Alzheimer's Diagnosis Using Deep Transfer Learning
    Mahmud, Tanjim
    Barua, Koushick
    Habiba, Sultana Umme
    Sharmen, Nahed
    Hossain, Mohammad Shahadat
    Andersson, Karl
    [J]. DIAGNOSTICS, 2024, 14 (03)
  • [9] Designing ECG monitoring healthcare system with federated transfer learning and explainable AI
    Raza, Ali
    Kim Phuc Tran
    Koehl, Ludovic
    Li, Shujun
    [J]. KNOWLEDGE-BASED SYSTEMS, 2022, 236
  • [10] Explainable AI via learning to optimize
    Howard Heaton
    Samy Wu Fung
    [J]. Scientific Reports, 13