Search Results for author: Md Iqbal Hossain

Found 4 papers, 3 papers with code

ENS-t-SNE: Embedding Neighborhoods Simultaneously t-SNE

1 code implementation24 May 2022 Jacob Miller, Vahan Huroyan, Raymundo Navarrete, Md Iqbal Hossain, Stephen Kobourov

When visualizing a high-dimensional dataset, dimension reduction techniques are commonly employed which provide a single 2 dimensional view of the data.

Dimensionality Reduction

Multi-Perspective, Simultaneous Embedding

1 code implementation13 Sep 2019 Md Iqbal Hossain, Vahan Huroyan, Stephen Kobourov, Raymundo Navarrete

MPSE with fixed projections takes as input a set of pairwise distance matrices defined on the data points, along with the same number of projections and embeds the points in 3D so that the pairwise distances are preserved in the given projections.

Dimensionality Reduction

Symmetry Detection and Classification in Drawings of Graphs

1 code implementation1 Jul 2019 Felice De Luca, Md Iqbal Hossain, Stephen Kobourov

Finally, we make available a collection of images of graph drawings with specific symmetric features that can be used in machine learning systems for training, testing and validation purposes.

BIG-bench Machine Learning Classification +2

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