• 153 Citations
  • 6 h-Index
20062020
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Research Output at NOVA 2006 2020

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Article
2020

Clustering Clinical Data in R

Pina, A., Macedo, M. P. & Henriques, R., 1 Jan 2020, In : Methods In Molecular Biology (Clifton, N.J.). 2051, p. 309-343 35 p.

Research output: Contribution to journalArticle

Cluster Analysis
Data Mining
Precision Medicine
Evidence-Based Medicine
Software
2019
59 Downloads (Pure)

A statistical approach for studying the spatio-temporal distribution of geolocated tweets in urban environments

Santa, F., Henriques, R., Torres-Sospedra, J. & Pebesma, E., 23 Jan 2019, In : Sustainability (Switzerland). 11, 3, 595.

Research output: Contribution to journalArticle

Open Access
File
Regression analysis
temporal distribution
Principal component analysis
Spatial distribution
Time series
2 Citations (Scopus)
Genetic programming
Genetic Programming
Local Search
Forecasting
Innovation

Knowledge discovery through higher education census data

Campos, S. R. M. D., Henriques, R. & Yanaze, M. H., 1 Dec 2019, In : Technological Forecasting and Social Change. 149, 119742.

Research output: Contribution to journalArticle

Censuses
Data mining
Education
Nonprofit Organizations
Economic Development
1 Citation (Scopus)

Unfolding the characteristics of incentivized online reviews

Costa, A., Guerreiro, J., Moro, S. & Henriques, R., 1 Mar 2019, In : Journal of Retailing and Consumer Services. 47, p. 272-281 10 p.

Research output: Contribution to journalArticle

Online reviews
Seller
Sentiment
Rating
Co-creation of value
2018
119 Downloads (Pure)

Forecasting Movie Box Office Profitability

Galvão, M. & Henriques, R., 16 Jul 2018, In : Journal of Information Systems Engineering & Management. 3, 3, p. 1-9 9 p., 22.

Research output: Contribution to journalArticle

Open Access
File
Profitability
Multilayer neural networks
Decision trees
Data mining
Neural networks

Higher education in Brazil: an exploratory study based on supply and demand conditions

de Campos, S. R. M., Henriques, R. & Yanaze, M. H., 1 Nov 2018, In : Universal Access in the Information Society. 17, 4, p. 711–733 23 p.

Research output: Contribution to journalArticle

Education
Students
Sustainable development
5 Downloads (Pure)

Learning the structure of Bayesian networks: A quantitative assessment of the effect of different algorithmic schemes

Beretta, S., Castelli, M., Gonçalves, I., Henriques, R. & Ramazzotti, D., 1 Jan 2018, In : Complexity. 2018, 1591878.

Research output: Contribution to journalArticle

Open Access
File
Bayesian networks
Computational complexity
Chemical analysis
2017
3 Citations (Scopus)
49 Downloads (Pure)
Open Access
File
Nigeria
data mining
organizing
Self organizing maps
desertification
2 Citations (Scopus)
3 Downloads (Pure)
Open Access
File
time series
inhomogeneity
climate
simulation
monitoring
20 Citations (Scopus)
Learning systems
Alarm systems
Bayesian networks
Feature extraction
Decision making
8 Citations (Scopus)
11 Downloads (Pure)

Modelling innovation performance of European regions using multi-output neural networks

Hajek, P. & Henriques, R., 2 Oct 2017, In : PLoS ONE. 12, 10, e0185755.

Research output: Contribution to journalArticle

Open Access
File
18 Downloads (Pure)

Multicriteria analysis of football match performances: Composition of probabilistic preferences applied to the English premier league 2015/2016

Principe, V., Gavião, L. O., Henriques, R., Lobo, V., Lima, G. B. A. & Sant’anna, A. P., 1 May 2017, In : Pesquisa Operacional. 37, 2, p. 333-363 31 p.

Research output: Contribution to journalArticle

Open Access
File
Football
Multi criteria analysis
Clubs
Software
Imprecision
11 Citations (Scopus)
Variable Neighborhood Search
Multi-objective Genetic Algorithm
Contiguity
Genetic algorithms
Hybrid Algorithm
2016
4 Citations (Scopus)
1 Downloads (Pure)
Open Access
File
inhomogeneity
time series
homogeneity
simulation
probability density function
2015
5 Citations (Scopus)

A geometric semantic genetic programming system for the electoral redistricting problem

Castelli, M., Henriques, R. & Vanneschi, L., 22 Apr 2015, In : Neurocomputing. 154, p. 200-207 8 p.

Research output: Contribution to journalArticle

Genetic programming
Semantics
2014
35 Citations (Scopus)

Visualising components of regional innovation systems using self-organizing maps-Evidence from European regions

Hajek, P., Henriques, R. & Hajkova, V., 1 Jan 2014, In : Technological Forecasting and Social Change. 84, p. 197-214 18 p.

Research output: Contribution to journalArticle

Economic Development
Self organizing maps
Innovation
Economics
Learning
2012
18 Citations (Scopus)

Exploratory geospatial data analysis using the GeoSOM suite

Henriques, R., Bacao, F. & Lobo, V., 1 May 2012, In : Computers, Environment and Urban Systems. 36, 3, p. 218-232 15 p.

Research output: Contribution to journalArticle

data analysis
knowledge
predictive model
interaction
information science
2009
21 Citations (Scopus)

Carto-SOM: Cartogram creation using self-organizing maps

Henriques, R., Bação, F. & Lobo, V., 1 Apr 2009, In : International Journal Of Geographical Information Science. 23, 4, p. 483-511 29 p.

Research output: Contribution to journalArticle

cartogram
Self organizing maps
neural network
Neural networks
method