A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD)

B Ghasemkhani, KF Balbal, KU Birant, D Birant - Entropy, 2024 - mdpi.com
In a standard binary supervised classification task, the existence of both negative and
positive samples in the training dataset are required to construct a classification model …

Methods and tools for automatic or semi-automatic recognition of selected emotions using machine learning algorithms

P Schneider, D Mikołajewski… - 2024 Progress in …, 2024 - ieeexplore.ieee.org
Automatic or semi-automatic recognition of selected emotions using Machine Learning (ML)
algorithms requires practical, fast and accurate implementation of the steps involved in …

P300-Based Neurofeedback and Adaptive Task Difficulty Using Iterative Learning Control: A Novel Approach to Cognitive Training in Healthy Adults.

SC Noble - 2024 - mural.maynoothuniversity.ie
The rising prevalence of neurodegenerative diseases such as dementia and Parkinson's
disease poses a critical challenge as the global population continues to age. Enhancing …