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A new nature inspired modularity function adapted for unsupervised learning involving spatially embedded networks: A comparative analysis


Jul 18, 2020
Raj Kishore, Zohar Nussinov, Kisor Kumar Sahu

* 13 pages, 4 figures 

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Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology


Feb 05, 2020
Brendon Lutnick, Wen Dong, Zohar Nussinov, Pinaki Sarder

* 46 pages, 19 Figures 

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Visual Machine Learning: Insight through Eigenvectors, Chladni patterns and community detection in 2D particulate structures


Jan 02, 2020
Raj Kishore, S. Swayamjyoti, Shreeja Das, Ajay K. Gogineni, Zohar Nussinov, D. Solenov, Kisor K. Sahu


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The Stochastic Replica Approach to Machine Learning: Stability and Parameter Optimization


Oct 13, 2017
Patrick Chao, Tahereh Mazaheri, Bo Sun, Nicholas B. Weingartner, Zohar Nussinov

* 30 pages, 42 figures 

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An interacting replica approach applied to the traveling salesman problem


Mar 14, 2016
Bo Sun, Blake Leonard, Peter Ronhovde, Zohar Nussinov

* To appear in SAI 2016 conference proceedings 12 pages,17 figures 

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Automatic Segmentation of Fluorescence Lifetime Microscopy Images of Cells Using Multi-Resolution Community Detection


May 08, 2013
Dandan Hu, Pinaki Sarder, Peter Ronhovde, Sandra Orthaus, Samuel Achilefu, Zohar Nussinov

* Journal of Microscopy Volume 253, Issue 1, pages 54 - 64, 2014 
* 21 pages, 6 figures 

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A Replica Inference Approach to Unsupervised Multi-Scale Image Segmentation


Jun 28, 2011
Dandan Hu, Peter Ronhovde, Zohar Nussinov

* Phys. Rev. E 85, 016101 (2012) 
* 26 pages, 22 figures 

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