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Growing hierarchical Self-Organizing-Map

₹1500-12500 INR

Closed
Posted over 11 years ago

₹1500-12500 INR

Paid on delivery
c,c++ . and for references this link ([login to view URL]~andi/ghsom/) and apart from this professor is saying it is a simple assignment so it should not be a problem. [login to view URL] the classic SOM algorithm and provide test results with a couple of simulated test patterns for the two dimensional map case. (For students not taking the graduate seminar this year (IE returning students), attending the SOM related seminars would help in the understanding of the SOM algorithms and approaches). Use a 2D graphical display to display the resulting map. (2) Extend the two dimensional classic SOM to a simple hierarchical SOM. Use 2D graphical displays to display the resulting maps with a couple of simulated test data sets. (3) Provide a 3D graphics display of the Hierarchical SOM using any environment you ?nd convenient. (For those interested in using OpenGL, attending COMP4471/COMP5472 will provide the necessary material to generate the 3D display and this approach would easily allow the use of a stereo display in the VR room) include an animation of the SOM algorithm as it ?nds its map. (4) Extend the display in 3D to include a pick correlation and related user graphical interface (using for example GLUT with OpenGL). (5) Provide a User guide for others interested in visualizing data sets. Include examples. (6) Provide a written report following accepted style for research papers (for example IEEE guidelines) describing the SOM algorithm used and the experimental data sets used in demonstrating the algorithm. Include a complete set of references for all material used. Include a survey of applications to large data sets where the hierarchical SOM has proved e?ective.
Project ID: 2536253

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Active 11 yrs ago

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