Documentation » Historique » Version 33
François Rioult, 19/09/2012 19:20
1 | 3 | François Rioult | h1. Documentation |
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2 | 1 | François Rioult | |
3 | 4 | François Rioult | KDAriane is a set of operators for data mining and machine learning, and a set of scenarios (supervised classification, missing values completion, strong emerging pattern mining, etc.). It uses Ariane as a graphical platform for designing the data streams. |
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5 | 30 | François Rioult | h2. Demonstration |
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7 | You can watch the [[short demonstration of KDAriane]]. |
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9 | 1 | François Rioult | h2. Installation |
10 | 4 | François Rioult | |
11 | 13 | François Rioult | * [[Prerequisite]] |
12 | 4 | François Rioult | * [[KDAriane]] |
13 | 1 | François Rioult | |
14 | 25 | François Rioult | h2. Tutorial |
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16 | 26 | François Rioult | You can read the document [[Data preparation]] for a first contact with @KDAriane@. |
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18 | 28 | François Rioult | h2. Scenarios |
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20 | In the @sample@ folder, @KDAriane@ provides some examples of KDD scenarios: |
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21 | * [[Data preparation]]: a first scenario for the binarization of CSV data. |
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22 | * [[Data mining complexity]]: pattern mining and complexity visualization |
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23 | * [[CMAR]]: supervised classification with association rules [1] |
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25 | 17 | François Rioult | h2. How is Ariane working? |
26 | 1 | François Rioult | |
27 | 17 | François Rioult | Ariane is a graphical platform for designing image processing streams. Ariane works with graphical operators, and allows to build loops and while. |
28 | "Go to the Aiane dedicated site":http://www.greyc.ensicaen.fr/~regis/Ariane/ for a full documentation about Ariane. |
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29 | 18 | François Rioult | |
30 | 6 | François Rioult | KDAriane is provided with basic components for executing shell scripts. When an operator is executed, Ariane launches the script with giving the following arguments: |
31 | 17 | François Rioult | <pre> |
32 | 33 | François Rioult | script.sh parameter-1 ... parameter-p input-1 ... input-i output-1 ... output-o |
33 | 24 | François Rioult | </pre> |
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35 | 29 | François Rioult | See [[Eval operators]] for shell scripting or calling binaries. |
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37 | 5 | François Rioult | h2. Operators |
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39 | 28 | François Rioult | The operator are divided in three categories: |
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41 | 29 | François Rioult | * [[Eval operators]] that directly execute the commands entered by Ariane. |
42 | 1 | François Rioult | * [[KDD operators]] are special components for calling Weka components or RapidMiner processes. |
43 | 10 | François Rioult | * [[Shell operators]] that directly execute the commands entered by Ariane. |
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45 | 27 | François Rioult | h2. Pattern mining prototypes |
46 | 1 | François Rioult | |
47 | 28 | François Rioult | KDAriane uses some specific prototypes: |
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49 | 27 | François Rioult | * [[music-dfs]] : mining patterns under various constraints |
50 | * [[mtminer]] : levelwise minimal transversals of hypergraph |
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51 | 28 | François Rioult | * [[mvminer]] : mining delta-free patterns in presence of missing values |
52 | 1 | François Rioult | |
53 | h2. Routines |
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55 | Routines are complex streams that Ariane allows you to share. |
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56 | * [[shell routines]] |
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57 | 31 | François Rioult | * [[routines for missing values ]] |
58 | 1 | François Rioult | * [[KDD routines]] |
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60 | 24 | François Rioult | |
61 | h2. Appendix |
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62 | 1 | François Rioult | |
63 | 24 | François Rioult | h3. Utilities |
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65 | 27 | François Rioult | * [[gnuplot]]: plotting data with GNUplot |
66 | 24 | François Rioult | * [[score]] : |
67 | * [[complement]] : |
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68 | * [[dictionary]] : |
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69 | * [[segmentation]] : |
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71 | h3. References |