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Graph theory, which used to be a purely academic discipline, is now increasingly becoming an essential part in different areas of research. This paper briefly present new perspectives in graph---based representations applied in emerging fields, such as computer vision and image processing, robotics, network analysis, web mining, chemistry, bioinformatics, sensor networks, biomedical engineering or evolutionary computation.