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Pattern Recognition Laboratory. Pattern recognition is about learning from examples The PRLab is concerned with classical trinity of representation, generalization, and evaluation
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Pattern Recognition Laboratory • Pattern recognition is about learning from examples • The PRLab is concerned with classical trinity of representation, generalization, and evaluation • Principal focus is on developing tools and theories and gaining knowledge and understanding applicable to a broad range of learning problems
Research Areas • Dissimilarity-based pattern recognition • Multiple classifier systems • Alternative evaluation functions • Multiple instance learning • Semi-supervised learning • Active learning