Clustering algorithms: A comparative approach

MZ Rodriguez, CH Comin, D Casanova, OM Bruno… - PloS one, 2019 - journals.plos.org
Many real-world systems can be studied in terms of pattern recognition tasks, so that proper
use (and understanding) of machine learning methods in practical applications becomes …

Co-authorship network analysis in cardiovascular research utilizing machine learning (2009–2019)

A Higaki, T Uetani, S Ikeda, O Yamaguchi - International Journal of Medical …, 2020 - Elsevier
Background With the recent advances in computational science, machine-learning methods
have been increasingly used in medical research. Because such projects usually require …

Rumor source identification in social networks with time-varying topology

J Jiang, S Wen, S Yu, Y Xiang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Identifying rumor sources in social networks plays a critical role in limiting the damage
caused by them through the timely quarantine of the sources. However, the temporal …

Extractive multi-document summarization using multilayer networks

JV Tohalino, DR Amancio - Physica A: Statistical Mechanics and its …, 2018 - Elsevier
Huge volumes of textual information has been produced every single day. In order to
organize and understand such large datasets, in recent years, summarization techniques …

Patterns of authors contribution in scientific manuscripts

EA Corrêa Jr, FN Silva, LF Costa, DR Amancio - Journal of Informetrics, 2017 - Elsevier
Science is becoming increasingly more interdisciplinary, giving rise to more diversity in the
areas of expertise. In such a complex environment, the participation of authors became more …

Knowledge acquisition: A Complex networks approach

HF de Arruda, FN Silva, LF Costa, DR Amancio - Information Sciences, 2017 - Elsevier
Complex networks have been found to provide a good representation of knowledge. In this
context, the discovery process can be modeled in terms of a dynamic process such as …

Text authorship identified using the dynamics of word co-occurrence networks

C Akimushkin, DR Amancio, ON Oliveira Jr - PloS one, 2017 - journals.plos.org
Automatic identification of authorship in disputed documents has benefited from complex
network theory as this approach does not require human expertise or detailed semantic …

Job insecurity in nursing: A bibliometric analysis

V Prado-Gascó, MC Giménez-Espert… - International journal of …, 2021 - mdpi.com
Nurses are a key workforce in the international health system, and as such maintaining
optimal working conditions is critical for preserving their well-being and good performance …

Predicting the impact of scientific concepts using full‐text features

K McKeown, H Daume III, S Chaturvedi… - Journal of the …, 2016 - Wiley Online Library
New scientific concepts, interpreted broadly, are continuously introduced in the literature, but
relatively few concepts have a long‐term impact on society. The identification of such …

Review on the relationship of absorptive capacity with interorganizational networks and the internationalization process

LF Agramunt, JM Berbel-Pineda… - …, 2020 - Wiley Online Library
There is evidence about the international competitiveness of Small and Medium Enterprises
having a close relationship with their absorptive capacity and internationalization …