Vooi Voon Yap

Comparison of different feature extraction methods for EEG-based emotion recognition

Rab Nawaz, Kit Hwa Cheah, Humaira Nisar et al. · Journal of Applied Biomedicine · 2020 · 202 citations

Eeg-based Emotion Recognition, Eeg Signal Processing, Affective Neuroscience +8

A systematic approach in appliance disaggregation using k-nearest neighbours and naive Bayes classifiers for energy efficiency

Chuan Yang, Chit Siang Soh, Vooi Voon Yap · Energy Efficiency · 2017 · 48 citations

Electrical Engineering, Naive Bayes Classifiers, Engineering +11

A non-intrusive appliance load monitoring for efficient energy consumption based on Naive Bayes classifier

Chuan Yang, Chit Siang Soh, Vooi Voon Yap · Sustainable Computing Informatics and Systems · 2017 · 46 citations

Efficient Energy Consumption, Electrical Engineering, Naive Bayes Classifier +12

Optimizing Residual Networks and VGG for Classification of EEG Signals: Identifying Ideal Channels for Emotion Recognition

Kit Hwa Cheah, Humaira Nisar, Vooi Voon Yap et al. · Journal of Healthcare Engineering · 2021 · 43 citations · Full text

The Effect of Music Listening on EEG Functional Connectivity of Brain: A Short-Duration and Long-Duration Study

Danyal Mahmood, Humaira Nisar, Vooi Voon Yap et al. · Mathematics · 2022 · 39 citations · Full text

Music, Auditory Imagery, Psychoacoustics +18