This is the Windows app named Mass-based dissimilarity whose latest release can be downloaded as Mass-baseddissimilarityVer1.0.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS
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Mass-based dissimilarity
DESCRIPTION
This software calculates the mass-based dissimilarity matrix for data mining algorithms relying on a distance measure.
References:
Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure. KDD 2016 http://dx.doi.org/10.1145/2939672.2939779
The source code, presentation slide and poster are attached under "Files". The presentation video in KDD 2016 is published on https://youtu.be/eotD_-SuEoo .
Since this software is licensed under the Gnu General Public license GPLv3, any derivative work must be licensed under the GPL as well.
This software is free only for non-commercial use. For commercial projects, it is possible to obtain a commercial license through the Commercial Services of Federation University Australia.
Please email the first author of the original paper [email protected] for any inquiries about this software.
Features
- Data dependent dissimilarity
- Distance measure
- k nearest neighbours
- probability-mass-based neighbourhood
- mass estimation
Audience
Information Technology, Science/Research
Programming Language
MATLAB
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/mass-based-dissimilarity/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
