47 citations · 77 across the 3 of their papers we have counts for
7 papers
Science Tree: A Platform for Exploring the Brazilian Academic Genealogy
João M. M. C. Cota, Alberto H. F. Laender, Raquel O. Prates
Identifying and studying the formation of researchers over the years is a challenging task, as the current repositories of theses and dissertations are cataloged in a decentralized…
Overcoming Bias in Community Detection Evaluation
Jeancarlo Campos Leão, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Community detection is a key task to further understand the function and the structure of complex networks. Therefore, a strategy used to assess this task must be able to avoid bia…
A Brief Survey on Replica Consistency in Cloud Environments
Robson A. Campêlo, Marco A. Casanova, Dorgival O. Guedes +1
Cloud computing is a general term that involves delivering hosted services over the Internet. With the accelerated growth of the volume of data used by applications, many organizat…
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation
Tiago Alves, Alberto Laender, Adriano Veloso +1
Early recognition of risky trajectories during an Intensive Care Unit (ICU) stay is one of the key steps towards improving patient survival. Learning trajectories from physiologica…
A Multi-Strategy Approach to Overcoming Bias in Community Detection Evaluation
Jeancarlo Campos Leão, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Community detection is key to understand the structure of complex networks. However, the lack of appropriate evaluation strategies for this specific task may produce biased and inc…
Improving Community Detection by Mining Social Interactions
Jeancarlo Campos Leão, Michele Amaral Brandão, Pedro O. S. Vaz de Melo +1
Social relationships can be divided into different classes based on the regularity with which they occur and the similarity among them. Thus, rare and somewhat similar relationship…