کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
9728116 | 1480218 | 2005 | 18 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
On Lempel-Ziv complexity for multidimensional data analysis
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
فیزیک ریاضی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: On Lempel-Ziv complexity for multidimensional data analysis On Lempel-Ziv complexity for multidimensional data analysis](/preview/png/9728116.png)
چکیده انگلیسی
In this paper, a natural extension of the Lempel-Ziv complexity for several finite-time sequences, defined on finite size alphabets is proposed. Some results on the defined joint Lempel-Ziv complexity are given, as well as properties in connection with the Lempel-Ziv complexity of the individual sequences. Also, some links with Shannon entropies are exhibited and, by analogy, some derived quantities are proposed. Lastly, the potential use of the extended complexities for data analysis is illustrated on random boolean networks and on a proposed multidimensional extension of the minority game.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 345, Issues 1â2, 1 January 2005, Pages 285-302
Journal: Physica A: Statistical Mechanics and its Applications - Volume 345, Issues 1â2, 1 January 2005, Pages 285-302
نویسندگان
S. Zozor, P. Ravier, O. Buttelli,