Principal Component Analysis

• Acoustic source localization by deep-learning attention-based modulation of microphone array data

  2024 NDT & E International article Computer Science Direction-of-Arrival Estimation Techniques Open access

  9

  citations
• The MELODIC Family for Simultaneous Binary Logistic Regression in a Reduced Space

  2023 Behaviormetrics book-chapter Mathematics Statistical Methods and Applications Open access

  4

  citations
• A sparse regression approach for populating dark matter haloes and subhaloes with galaxies

  2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  2

  citations
• Relating wear stages in sheet metal forming based on short- and long-term force signal variations

  2022 Journal of Intelligent Manufacturing article Engineering Metal Forming Simulation Techniques Open access

  21

  citations
• Gradient Descent for Deep Matrix Factorization: Dynamics and Implicit Bias Towards Low Rank

  2022 SSRN Electronic Journal preprint Computer Science Stochastic Gradient Optimization Techniques Open access

  5

  citations
• Frugal Machine Learning

  2021 TU/e Research Portal preprint Computer Science Data Stream Mining Techniques Open access

  0

  citations
• Improved impact damage characterisation in CFRP samples using the fusion of optical lock-in thermography and optical square-pulse shearography images

  2020 NDT & E International article Engineering Thermography and Photoacoustic Techniques cited by 1 patent

  50

  citations

7 results