RESEARCHER PROFILE

Yi‐Hung Liu

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National Central University

Crystal structures of chemical compoundsCrystallography and molecular interactionsCrystal Structures and PropertiesEEG and Brain-Computer InterfacesEmotion and Mood Recognition

Yi‐Hung Liu works in Crystal structures of chemical compounds, Crystallography and molecular interactions, Crystal Structures and Properties, EEG and Brain-Computer Interfaces, Emotion and Mood Recognition. Recorded institutional associations include National Yang Ming Chiao Tung University, National Taiwan University, National Central University.

387Publications
1,925Citations
24H-index

ORCID

Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.

Selected research works

Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.

  1. Face Recognition Using Total Margin-Based Adaptive Fuzzy Support Vector Machines

    2007 · 203 citations

  2. Major Depression Detection from EEG Signals Using Kernel Eigen-Filter-Bank Common Spatial Patterns

    2017 · 164 citations

  3. Low-biofouling membranes prepared by liquid-induced phase separation of the PVDF/polystyrene-b-poly (ethylene glycol) methacrylate blend

    2013 · 145 citations

  4. Recognition of Electromyographic Signals Using Cascaded Kernel Learning Machine

    2007 · 108 citations

  5. Automatic target defect identification for TFT-LCD array process inspection using kernel FCM-based fuzzy SVDD ensemble

    2007 · 73 citations

  6. Depression Detection Using Relative EEG Power Induced by Emotionally Positive Images and a Conformal Kernel Support Vector Machine

    2018 · 72 citations

  7. Multi-Resident Activity Recognition in a Smart Home Using RGB Activity Image and DCNN

    2018 · 70 citations

  8. Stable Organic Blue-Light-Emitting Devices Prepared from Poly[spiro(fluorene-9,9‘-xanthene)]

    2005 · 69 citations

  9. EMG classification for prehensile postures using cascaded architecture of neural networks with self-organizing maps

    2004 · 68 citations

  10. Hemocompatibility of PVDF/PS-b-PEGMA membranes prepared by LIPS process

    2014 · 48 citations

  11. Motor Imagery EEG Classification for Patients with Amyotrophic Lateral Sclerosis Using Fractal Dimension and Fisher’s Criterion-Based Channel Selection

    2017 · 47 citations

  12. Antifouling PVDF membrane prepared by VIPS for microalgae harvesting

    2015 · 46 citations

  13. Decision tree induction with a constrained number of leaf nodes

    2016 · 44 citations

  14. High-speed inline defect detection for TFT-LCD array process using a novel support vector data description

    2010 · 37 citations

  15. Single-trial EEG-based emotion recognition using kernel Eigen-emotion pattern and adaptive support vector machine

    2013 · 35 citations

  16. Ten-year trends in depression care in Taiwan

    2022 · 35 citations

  17. An Electric Wheelchair Manipulating System Using SSVEP-Based BCI System

    2022 · 35 citations

  18. Towards a high-stability EMG recognition system for prosthesis control: A one-class classification based non-target EMG pattern filtering scheme

    2009 · 34 citations

  19. Identifying Individuals With Mild Cognitive Impairment Using Working Memory-Induced Intra-Subject Variability of Resting-State EEGs

    2021 · 32 citations

  20. Versailles project on advanced materials and standards (VAMAS) interlaboratory study on measuring the number concentration of colloidal gold nanoparticles

    2022 · 30 citations

  21. Automatic inline defect detection for a thin film transistor–liquid crystal display array process using locally linear embedding and support vector data description

    2008 · 28 citations

  22. A Self-Paced P300 Healthcare Brain-Computer Interface System with SSVEP-Based Switching Control and Kernel FDA + SVM-Based Detector

    2016 · 26 citations

  23. Donor-acceptor small molecule with coplanar and rigid π-bridge for efficient organic solar cells

    2012 · 25 citations

  24. Evaluation of three different sample introduction systems for single-particle inductively coupled plasma mass spectrometry (spICP-MS) applications

    2018 · 24 citations

  25. Automatic Defect Detection for TFT-LCD Array Process Using Quasiconformal Kernel Support Vector Data Description

    2011 · 22 citations

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