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2012 • 20,094 citations

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2000 • 13,649 citations

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2004 • 8,232 citations

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2001 • 4,803 citations

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2001 • 3,951 citations

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1985 • 2,472 citations

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1990 • 581 citations

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2004 • 497 citations

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2006 • 277 citations

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2005 • 262 citations

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2009 • 244 citations

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2002 • 207 citations

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2003 • 202 citations

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2006 • 201 citations

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2006 • 132 citations

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2004 • 100 citations

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1999 • 89 citations

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2007 • 83 citations

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2008 • 77 citations

Symbolic Analysis of Chaotic Signals and Turbulent Fluctuations

1997 • 75 citations

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2004 • 57 citations

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2007 • 53 citations

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2009 • 51 citations

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2000 • 36 citations

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2002 • 34 citations

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2007 • 34 citations

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2008 • 27 citations

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2005 • 5 citations