„Explainability“

Suchergebnisse

362 Treffer

• A scoping review of machine learning for sepsis prediction- feature engineering strategies and model performance: a step towards explainability
  Bomrah, Sherali ; Uddin, Mohy ; Upadhyay, Umashankar ; Komorowski, Matthieu ; Priya, Jyoti ; Dhar, Eshita ; Hsu, Shih-Chang ; Syed-Abdul, Shabbir
• Understanding the influence of AI autonomy on AI explainability levels in human-AI teams using a mixed methods approach
  Hauptman, Allyson I. ; Schelble, Beau G. ; Duan, Wen ; Flathmann, Christopher ; McNeese, Nathan J.
• Integrating Explainability into Graph Neural Network Models for the Prediction of X-ray Absorption Spectra
  Kotobi, Amir ; Singh, Kanishka ; Höche, Daniel ; Bari, Sadia ; Meißner, Robert ; Bande, Annika 2023 Gottfried Wilhelm Leibniz Universität Hannover
• Glass Box and Black Box Machine Learning Approaches to Exploit Compositional Descriptors of Molecules in Drug Discovery and Aid the Medicinal Chemist
  Robson, Barry ; Cooper, Richard
• The role of explainability in AI-supported medical decision-making
  Gerdes, Anne
• Explainability does not mitigate the negative impact of incorrect AI advice in a personnel selection task
  Cecil, Julia ; Lermer, Eva ; Hudecek, Matthias F. C. ; Sauer, Jan ; Gaube, Susanne
• Accuracy, Uncertainty and Explainability of Mixed Input Neural Network Models for Prediction of Missile Aerodynamic Loads
  Yoo, Hanphil ; Kim, Hyoungjin
• GPT-agents based on medical guidelines can improve the responsiveness and explainability of outcomes for traumatic brain injury rehabilitation
  Zhenzhu, Li ; Jingfeng, Zhang ; Wei, Zhou ; Jianjun, Zheng ; Yinshui, Xia
• The clinician-AI interface: intended use and explainability in FDA-cleared AI devices for medical image interpretation
  McNamara, Stephanie L. ; Yi, Paul H. ; Lotter, William
• Discovery and explainability of fine-grained structures in large-scale user-generated data sets
  Kastner, Johannes ; Fischer, Peter M. 2024 Universität Augsburg
• TimeFrame: A Novel Framework for Interpretable and Privacy-Preserving Deep Learning for Time Series Analysis
  Mercier, Dominique ; Dengel, Andreas ; Vollmer, Sebastian 2023 Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau
• DFU_XAI: A Deep Learning-Based Approach to Diabetic Foot Ulcer Detection Using Feature Explainability
  Biswas, Shuvo ; Mostafiz, Rafid ; Paul, Bikash Kumar ; Uddin, Khandaker Mohammad Mohi ; Hadi, Md. Abdul ; Khanom, Fahmida
• Enhancing explainability in predicting mental health disorders using human–machine interaction
  Kaur, Inderpreet ; Kamini ; Kaur, Jaskirat ; Gagandeep ; Singh, Simar Preet ; Gupta, Umesh
• Explainable machine learning for default privacy setting prediction
  Löbner, Sascha ; Tesfay, Welderufael Berhane ; Nakamura, Toru ; Pape, Sebastian 2021 Universitätsbibliothek Johann Christian Senckenberg
• Decision support for efficient XAI services - A morphological analysis, business model archetypes, and a decision tree
  Gerlach, Jana ; Hoppe, Paul ; Jagels, Sarah ; Licker, Luisa ; Breitner, Michael H. 2022 Gottfried Wilhelm Leibniz Universität Hannover
• Explainable adaptation of time series forecasting
  Saadallah, Amal ; Morik, Katharina ; Hammer, Barbara 2022 Universitätsbibliothek Dortmund
• Justice and the Normative Standards of Explainability in Healthcare
  Kempt, Hendrik ; Freyer, Nils ; Nagel, Saskia K.
• An algorithm to optimize explainability using feature ensembles
  Lazebnik, Teddy ; Bunimovich-Mendrazitsky, Svetlana ; Rosenfeld, Avi
• Explainable AI under contract and tort law
  Hacker, Philipp ; Krestel, Ralf ; Grundmann, Stefan ; Naumann, Felix 2021 Humboldt-Universität zu Berlin
• Exploring the performance and explainability of fine-tuned BERT models for neuroradiology protocol assignment
  Talebi, Salmonn ; Tong, Elizabeth ; Li, Anna ; Yamin, Ghiam ; Zaharchuk, Greg ; Mofrad, Mohammad R. K.