dorsal/arxiv
View SchemaInformation based clustering: Supplementary material
| Authors | Noam Slonim, Gurinder Singh Atwal, Gasper Tkacik, William Bialek |
|---|---|
| Categories | |
| ArXiv ID | q-bio/0511042 |
| URL | https://arxiv.org/abs/q-bio/0511042 |
Abstract
This technical report provides the supplementary material for a paper entitled "Information based clustering", to appear shortly in Proceedings of the National Academy of Sciences (USA). In Section I we present in detail the iterative clustering algorithm used in our experiments and in Section II we describe the validation scheme used to determine the statistical significance of our results. Then in subsequent sections we provide all the experimental results for three very different applications: the response of gene expression in yeast to different forms of environmental stress, the dynamics of stock prices in the Standard and Poor's 500, and viewer ratings of popular movies. In particular, we highlight some of the results that seem to deserve special attention. All the experimental results and relevant code, including a freely available web application, can be found at http://www.genomics.princeton.edu/biophysics-theory .
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"abstract": "This technical report provides the supplementary material for a paper\nentitled \"Information based clustering\", to appear shortly in Proceedings of\nthe National Academy of Sciences (USA). In Section I we present in detail the\niterative clustering algorithm used in our experiments and in Section II we\ndescribe the validation scheme used to determine the statistical significance\nof our results. Then in subsequent sections we provide all the experimental\nresults for three very different applications: the response of gene expression\nin yeast to different forms of environmental stress, the dynamics of stock\nprices in the Standard and Poor\u0027s 500, and viewer ratings of popular movies. In\nparticular, we highlight some of the results that seem to deserve special\nattention. All the experimental results and relevant code, including a freely\navailable web application, can be found at\nhttp://www.genomics.princeton.edu/biophysics-theory .",
"arxiv_id": "q-bio/0511042",
"authors": [
"Noam Slonim",
"Gurinder Singh Atwal",
"Gasper Tkacik",
"William Bialek"
],
"categories": [
"q-bio.QM"
],
"title": "Information based clustering: Supplementary material",
"url": "https://arxiv.org/abs/q-bio/0511042"
},
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