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Alex Rivera
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I'm looking for an algorithm that can quickly run through a short (<30 element) array and merge points that are approximately equal. It'll probably end up being some sort of segmentation algorithm. The context is as follows: I'm looking for the tallest peaks in a dataset. I've already separated the tallest maximums from the dross using a one-dimensional implementation of J-SEG , but anywhere where the dataset is "flat," I get back a point for every element along the plateau. I need to be able to adaptively merge these points to a single point at the center of the plateau. (This also means I don't know how many clusters there will be.) Sample dataset 1 (Sample/Artificial input) Input: 97 54686024814922.8 118 406406320535.935 148 24095826539423.7 152 1625624905272.95 160 1625625128029.81 166 1625625152145.47 176 1625625104745.48 179 1625625127365.09 183 1625625152208.44 190 1625624974205.81 194 21068100428092.9 247 54686024895222.1 Ideal Output: 97 54686024814922.8 118 406406320535.935 148 24095826539423.7 159 1625625061816.08 182 1625625089631.21 194 21068100428092.9 247 54686024895222.1 Sample dataset 2 (Real input): Input: 2 196412376940671 123 206108518197124 135 194488685387149 148 178463949513298 154 192912098976702 156 195042451997727 161 195221254214493 168 204760073508681 172 189240741651297 182 191554457423846 187 215014126955355 201 202294866774063 Ideal output: 2 196412376940671 123 206108518197124 135 194488685387149 148 178463949513298 157 194391935062974 168 204760073508681 172 189240741651297 182 191554457423846 187 215014126955355 201 202294866774063 Sample Dataset 3 (Real input) Input: 2 299777367852602 26 263467434856928 35 293412234811901 83 242768805551742 104 226333969841383 107 227548
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