Abstract: Highlights•We extend the squirrel search algorithm by combining the Pareto dominance relation and the lattice method.•We combine MOSSA with an online application of BCI.•This is one of the first studies on multi-objective optimization of EEG feature selection using the modified squirrel search algorithm.
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