Klaus-Robert Muller 프로필 사진

Klaus-Robert Muller

Muller, Klaus Robert

대학원

인공지능학과

자료 필터

자료유형

발행연도

2013 ~ 2026
2013 2026

키워드

언어

선택된 필터

  • article
  • conference
  • book

전체 206건 중 11번부터 20번까지의 결과를 표시합니다.

2025
Article

Parameterization of intraoperative human microelectrode recordings: Linking action potential morphology to brain anatomy

  • Baker, Matthew R. ; 
  • Klassen, Bryan T. ; 
  • Jensen, Michael A. ; 
  • Valencia, Gabriela Ojeda ; 
  • Heydari, Hossein ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 2명
  • 2025-06
  • PLoS Computational Biology
  • PUBLIC LIBRARY SCIENCE
Article

Towards symbolic XAI - explanation through human understandable logical relationships between features

  • Schnake, Thomas ; 
  • Jafari, Farnoush Rezaei ; 
  • Lederer, Jonas ; 
  • Xiong, Ping ; 
  • Nakajima, Shinichi ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 2명
  • 2025-06
  • Information Fusion
  • ELSEVIER
Article

Foundation models in pathology

  • 2025-05
  • Pathologie
  • SPRINGER HEIDELBERG
Article

Explainable AI reveals Clever Hans effects in unsupervised learning models

  • Kauffmann, Jacob ; 
  • Dippel, Jonas ; 
  • Ruff, Lukas ; 
  • Samek, Wojciech ; 
  • Mueller, Klaus-Robert ; 
  • 외 1명
  • 2025-03
  • Nature Machine Intelligence
  • NATURE PORTFOLIO
Article

The utility of explainable AI for MRI analysis: Relating model predictions to neuroimaging features of the aging brain

  • "Hofmann, Simon M. ; 
  • Goltermann, Ole ; 
  • Scherf, Nico ; 
  • Müller, Klaus-Robert ; 
  • Löffler, Markus ; 
  • 외 4명
  • 2025-02-27
  • Imaging Neuroscience
  • Massachusetts Institute of Technology
Article

Crash testing machine learning force fields for molecules, materials, and interfaces: molecular dynamics in the TEA challenge 2023

  • Poltavsky, Igor ; 
  • Puleva, Mirela ; 
  • Charkin-Gorbulin, Anton ; 
  • Fonseca, Gregory ; 
  • Batatia, Ilyes ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 20명
  • 2025-02-19
  • Chemical Science
  • ROYAL SOC CHEMISTRY
Article

Crash testing machine learning force fields for molecules, materials, and interfaces: model analysis in the TEA Challenge 2023

  • Poltavsky, Igor ; 
  • Charkin-Gorbulin, Anton ; 
  • Puleva, Mirela ; 
  • Fonseca, Gregory ; 
  • Batatia, Ilyes ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 20명
  • 2025-02-19
  • Chemical Science
  • ROYAL SOC CHEMISTRY
Article

Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence

  • Keyl, Julius ; 
  • Keyl, Philipp ; 
  • Montavon, Gregoire ; 
  • Hosch, Rene ; 
  • Brehmer, Alexander ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 32명
  • 2025-02
  • Nature Cancer
  • NATURE PORTFOLIO
Article

Analyzing Atomic Interactions in Molecules as Learned by Neural Networks

  • Esders, Malte ; 
  • Schnake, Thomas ; 
  • Lederer, Jonas ; 
  • Kabylda, Adil ; 
  • Montavon, Greegoire ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 1명
  • 2025-01-10
  • Journal of Chemical Theory and Computation
  • AMER CHEMICAL SOC
2024
Article

Diffeomorphic Counterfactuals With Generative Models

  • 2024-05
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE COMPUTER SOC