Fernando Melicio

Dr. Fernando Melicio

orcid

Research Focus & Metrics

Academic Career Length

28Years (1999-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 June 2018 in Computers & Operations Research
Verified
Journal Article
Closed access
Nuno LeiteNuno Leite
Nuno Leite
CFCarlos M. Fernandes
Carlos M. Fernandes
FMFernando Melicio
Fernando Melicio
ARAgostinho Rosa
Agostinho Rosa

CDChristophe Domingos
Christophe Domingos
HCHigino da Silva Caldeira
Higino da Silva Caldeira
Marco Pinheiro MirandaMarco Pinheiro Miranda
Marco Pinheiro Miranda
FMFernando Melicio
Fernando Melicio
ARAgostinho Rosa
Agostinho Rosa
JPJosé Gomes Pereira
José Gomes Pereira
Considering that athletes constantly practice and compete in noisy environments, the aim was to investigate if performing neurofeedback training in these conditions would yield better results in performance than in silent ones. A total of forty-five student athletes aged from 18 to 35 years old and divided equally into three groups participated in the experiment (mean ± SD for age: 22.02 ± 3.05 years). The total neurofeedback session time for each subject was 300 min and were performed twice a week. The environment in which the neurofeedback sessions were conducted did not seem to have a significant impact on the training’s success in terms of alpha relative amplitude changes (0.04 ± 0.08 for silent room versus 0.07 ± 0.28 for noisy room, p = 0.740). However, the group exposed to intermittent noise appears to have favourable results in all performance assessments (p = 0.005 for working memory and p = 0.003 for reaction time). The results of the study suggested that performing neurofeedback training in an environment with intermittent noise can be interesting to athletes. Nevertheless, it is imperative to perform a replicated crossover design.

28 February 1999
Verified
Conference Paper
Open access
PDF file
CFCélio Fernandes
Célio Fernandes
JCJoão Paulo Caldeira
João Paulo Caldeira
FMFernando Melicio
Fernando Melicio
ARAgostinho Rosa
Agostinho Rosa
This paper describes a method for generating high school timetables using an Evolutionary Algorithm (E.A.). Given c classes. t teachers and r classrooms it is required to build a set of c+t+r timetables based on the needs of the school and satisfying constraints in the assignment of the lessons. A problem specific chromosome representation and the use of a repair function during titness evaluation helps the algorithm, keeping the search close to valid solutions. Our new operator, ‘Bad Genes Mutation’, greatly improved the algorithm’s speed and results. Test results on a large high school are presented.

11 March 2021 in Neural Plasticity
Verified
Journal Article
Open access
PDF file
IEInês Esteves
Inês Esteves
WNWenya Nan
Wenya Nan
CACristiana Alves
Cristiana Alves
ACAlexandre Calapez
Alexandre Calapez
FMFernando Melicio
Fernando Melicio
ARAgostinho Rosa
Agostinho Rosa
Neurofeedback training has shown benefits in clinical treatment and behavioral performance enhancement. Despite the wide range of applications, no consensus has been reached about the optimal training schedule. In this work, an EEG neurofeedback practical experiment was conducted aimed at investigating the effects of training intensity on the enhancement of the amplitude in the individual upper alpha band. We designed INTENSIVE and SPARSE training modalities, which differed regarding three essential aspects of training intensity: the number of sessions, the duration of a session, and the interval between sessions. Nine participants in the INTENSIVE group completed 4 sessions with 37.5 minutes each during consecutive days, while nine participants in the SPARSE group performed 6 sessions of 25 minutes spread over approximately 3 weeks. As a result, regarding the short-term effects, the upper alpha band amplitude change within sessions did not significantly differ between the two groups. Nonetheless, only the INTENSIVE group showed a significant increase in the upper alpha band amplitude. However, for the sustained effects across sessions, none of the groups showed significant changes in the upper alpha band amplitude across the whole course of training. The findings suggest that the progression within session is favored by the intensive design. Therefore, based on these findings, it is proposed that training intensity influences EEG self-regulation within sessions. Further investigations are needed to isolate different aspects of training intensity and effectively confirm if one modality globally outperforms the other.

1 January 2012 in Lecture Notes in Computer Science
Verified
Book Chapter
Closed access
PDF file
CLChin Ian Lou
Chin Ian Lou
DMDaria Migotina
Daria Migotina
JRJoão Rodrigues
João Rodrigues
JSJoao Semedo
Joao Semedo
FWFeng Wan
Feng Wan
ARAgostinho Rosa
Agostinho Rosa

1 January 2012
Verified
Conference Paper
Closed access
PDF file
JRJoão Rodrigues
João Rodrigues
JSJoão D. Semedo
João D. Semedo
DMDaria G. Migotina
Daria G. Migotina
FMFernando Melicio
Fernando Melicio
JPJose G. Pereira
Jose G. Pereira
ARAgostinho Rosa
Agostinho Rosa
This study used a peripheral vision test that evaluates how well visual information captured in two different areas of the retina is used and tries to establish a relation with the performance of the test subjects in other fields.