Abstract: Highlights•The issue of detecting the cluster number is solved in a PMVC problem.•The credal partition is derived for a partial multi-view dataset.•Two optimization algorithms are proposed to solve the resulting problems.•Extensive ablation and comparison experiments are conducted.
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