Search Results for author: Mina Samizadeh

Found 4 papers, 3 papers with code

Query-decision Regression between Shortest Path and Minimum Steiner Tree

1 code implementation3 Feb 2024 Guangmo Tong, Peng Zhao, Mina Samizadeh

Considering a graph with unknown weights, can we find the shortest path for a pair of nodes if we know the minimal Steiner trees associated with some subset of nodes?

Decision Making regression +1

VN-Solver: Vision-based Neural Solver for Combinatorial Optimization over Graphs

no code implementations6 Aug 2023 Mina Samizadeh, Guangmo Tong

For optimization problems over graphs, the common practice of neural combinatorial solvers consumes the inputs in the form of adjacency matrices.

Combinatorial Optimization

Graph-based Semantical Extractive Text Analysis

1 code implementation19 Dec 2022 Mina Samizadeh

The two important tasks to do this are keyword extraction and text summarization.

Keyword Extraction Semantic Similarity +2

Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method

1 code implementation4 Nov 2021 Mina Samizadeh, Jessica C Jones-Smith, Bethany Sheridan, Rahmatollah Beheshti

Overweight and obesity remain a major global public health concern and identifying the individualized patterns that increase the risk of future weight gains has a crucial role in preventing obesity and numerous sub-sequent diseases associated with obesity.

Subgroup Discovery

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