Search Results for author: Martin Cadeiras

Found 3 papers, 0 papers with code

Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method

no code implementations23 Jan 2020 Paulo Rocha, Diego Pinheiro, Martin Cadeiras, Carmelo Bastos-Filho

Clustering analysis has become a ubiquitous information retrieval tool in a wide range of domains, but a more automatic framework is still lacking.

Clustering Information Retrieval +1

Network-Based Delineation of Health Service Areas: A Comparative Analysis of Community Detection Algorithms

no code implementations8 Dec 2019 Diego Pinheiro, Ryan Hartman, Erick Romero, Ronaldo Menezes, Martin Cadeiras

Given the existent heterogeneity of communities extracted by different community detection algorithms, a comparative analysis of community detection algorithms for optimal HSA delineation is lacking.

Community Detection

Personalized Donor-Recipient Matching for Organ Transplantation

no code implementations12 Nov 2016 Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar

Organ transplants can improve the life expectancy and quality of life for the recipient but carries the risk of serious post-operative complications, such as septic shock and organ rejection.

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