37 citations · 140 across the 19 of their papers we have counts for
19 papers
Innovation and Word Usage Patterns in Machine Learning
Vítor Bandeira Borges, Daniel Oliveira Cajueiro
In this study, we delve into the dynamic landscape of machine learning research evolution. Initially, through the utilization of Latent Dirichlet Allocation, we discern pivotal the…
Optimal rewiring in coupled opinion and epidemic dynamics with vaccination
Andre Oestereich, Marcelo Pires, Nuno Crokidakis +1
In this work, we study an epidemic model with vaccination coupled with opinion dynamics in a dynamic network. The network structure evolves as agents with differing opinions discon…
Questions of science: chatting with ChatGPT about complex systems
Nuno Crokidakis, Marcio Argollo de Menezes, Daniel O. Cajueiro
We present an overview of the complex systems field using ChatGPT as a representation of the community's understanding. ChatGPT has learned language patterns and styles from a larg…
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding
Daniel O. Cajueiro, Arthur G. Nery, Igor Tavares +4
We provide a literature review about Automatic Text Summarization (ATS) systems. We consider a citation-based approach. We start with some popular and well-known papers that we hav…
Impact of memory and bias in kinetic exchange opinion models on random networks
Andre L. Oestereich, Nuno Crokidakis, Daniel O. Cajueiro
In this work we consider the effects of memory and bias in kinetic exchange opinion models. We propose a model in which agents remember the sign of their last interaction with each…
The COVID-19 (SARS-CoV-2) Uncertainty Tripod in Brazil: Assessments on model-based predictions with large under-reporting
Saulo B. Bastos, Marcelo M. Morato, Daniel O. Cajueiro anda Julio E Normey-Rico
The COVID-19 pandemic (SARS-CoV-2 virus) is the defying global health crisis of our time. The absence of mass testing and the relevant presence of asymptomatic individuals causes t…