• 1003 Citations
  • 19 h-Index
20042019
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Research Output at NOVA 2004 2019

2019
8 Citations (Scopus)
11 Downloads (Pure)
Open Access
File
System theory
Information systems
Power (Psychology)
Online courses
Factors
3 Citations (Scopus)

Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE

Douzas, G. & Bacao, F., 1 Oct 2019, In : Information Sciences. 501, p. 118-135 18 p.

Research output: Contribution to journalArticle

Replacement
Oversampling
Computer programming languages
Python
Line segment
Open Access
File
land cover
learning
remote sensing
prediction
land use
2018

Contribution Towards Smart Cities: Exploring Block Level Census Data for the Characterization of Change in Lisbon

Bação, F. J. F. L., Henriques, R. & Antunes, J., 2018, Trends in Spatial Analysis and Modelling: Decision-Support and Planning Strategies. Behnisch, M. & Meinel, G. (eds.). Springer, p. 59-73 Chapter 4. (Geotechnologies and the Environment; vol. 19).

Research output: Chapter in Book/Report/Conference proceedingChapter

Self organizing maps
Microanalysis
Communication
Smart city
45 Citations (Scopus)
27 Citations (Scopus)
Oversampling
Heuristic methods
K-means
Heuristics
Classification Algorithm
5 Citations (Scopus)
5 Downloads (Pure)

The global digital divide: Evidence and drivers

Cruz-Jesus, F., Oliveira, T. & Bacao, F., 1 Apr 2018, In : Journal Of Global Information Management. 26, 2, p. 1-26 26 p.

Research output: Contribution to journalArticle

Open Access
File
Regression analysis
Economics
European Union
Digital divide
BRIC countries
2017
15 Citations (Scopus)

Assessing the pattern between economic and digital development of countries

Cruz-Jesus, F., Oliveira, T., Bacao, F. & Irani, Z., 1 Aug 2017, In : Information Systems Frontiers. 19, 4, p. 835-854 20 p.

Research output: Contribution to journalArticle

Economics
Factor analysis
Nonlinear Effects
Factor Analysis
Relationships
38 Citations (Scopus)

Grit in the path to e-learning success

Aparício, M., Bação, F. & Oliveira, T., 1 Jan 2017, In : Computers in Human Behavior. 66, p. 388-399 12 p.

Research output: Contribution to journalArticle

Learning systems
Learning
Students
E-learning
Theoretical Models
10 Citations (Scopus)
1 Downloads (Pure)

Improving specific class mapping from remotely sensed data by Cost-Sensitive learning

Silva, J., Bacao, F., Dieng, M., Foody, G. M. & Caetano, M., 3 Jun 2017, In : International Journal Of Remote Sensing. 38, 11, p. 3294-3316 23 p.

Research output: Contribution to journalArticle

Open Access
File
learning
cost
mangrove
image classification
land cover
22 Citations (Scopus)

Self-Organizing Map Oversampling (SOMO) for imbalanced data set learning

Douzas, G. & Bação, F., 1 Oct 2017, In : Expert Systems with Applications. 82, p. 40-52 13 p.

Research output: Contribution to journalArticle

Self organizing maps
8 Citations (Scopus)
16 Downloads (Pure)
Open Access
File
land cover
pixel
mangrove
Landsat
imagery
2016
53 Citations (Scopus)
143 Downloads (Pure)

An e-learning theoretical framework

Aparício, M., Bação, F. & Oliveira, T., 2016, In : Educational Technology and Society. 19, 1, p. 292-307 16 p.

Research output: Contribution to journalArticle

Open Access
File
electronic learning
Learning systems
E-learning
Ecosystems
stakeholder
34 Citations (Scopus)

Cultural impacts on e-learning systems' success

Aparício, M., Bação, F. & Oliveira, T., 1 Oct 2016, In : Internet and Higher Education. 31, p. 58-70 13 p.

Research output: Contribution to journalArticle

electronic learning
Learning systems
Students
collectivism
individualism
35 Citations (Scopus)

The education-related digital divide: An analysis for the EU-28

Cruz-Jesus, F., Vicente, M. R., Bação, F. & Oliveira, T., 1 Mar 2016, In : Computers in Human Behavior. 56, p. 72-82 11 p.

Research output: Contribution to journalArticle

Education
Malta
Portugal
Finland
Spain
2015

AGILE 2015: Geographic information science as an enabler of smarter cities and communities

Bação, F., Santos, M. Y. & Painho, M., 2015, Kluwer Academic Publishers. 375 p. (Lecture Notes in Geoinformation and Cartography)

Research output: Book/ReportBook

Information science
information science
community
science
Smart city
1 Downloads (Pure)

Preface

Bação, F., Santos, M. Y. & Painho, M., 2015, AGILE 2015 - Geographic Information Science as an Enabler of Smarter Cities and Communities. Kluwer Academic Publishers, Vol. 217.

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

Open Access
File
2014
19 Citations (Scopus)

Combining per-pixel and object-based classifications for mapping land cover over large areas

Costa, H., Carrão, H., Bação, F. & Caetano, M., 1 Jan 2014, In : International Journal Of Remote Sensing. 35, 2, p. 738-753 16 p.

Research output: Contribution to journalArticle

pixel
land cover
map generalization
spatial resolution
segmentation
3 Downloads (Pure)

Exploring the Pattern between Education Attendance and Digital Development of Countries

Oliveira, T., Bação, F. & Cruz-Jesus, F., 2014, CENTERIS 2014 - Conference on ENTERprise Information Systems / ProjMAN 2014 - International Conference on Project MANagement / HCIST 2014 - International Conference on Health and Social Care Information Systems and Technologies. Vol. 16. p. 452-458 7 p. (Procedia Technology; vol. 16).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
digital divide
education
sustainable development
welfare
6 Citations (Scopus)

MOOC's business models: Turning black swans into gray swans

Aparicio, M., Bação, F. & Oliveira, T., 1 Jan 2014, Proceedings of International Conference on Information Systems and Design of Communication, ISDOC 2014. Association for Computing Machinery, p. 45-49 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Education
Internet
Industry
6 Citations (Scopus)

Trends in the e-learning ecosystem:A bibliometric study

Aparicio, M., Bação, F. & Oliveira, T., 1 Jan 2014, Twentieth Americas Conference on Information Systems. Association for Information Systems, p. 1-11

Research output: Chapter in Book/Report/Conference proceedingConference contribution

E-learning
Digital libraries
Ecosystems
electronic learning
Learning systems
2013
5 Citations (Scopus)

E-learning concept trends

Aparicio, M. & Bação, F., 16 Sep 2013, Proceedings of International Conference on Information Systems and Design of Communication, ISDOC 2013. p. 81-86 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

E-learning
Learning systems
Communication
Industry
1 Citation (Scopus)

Medication and polymedication in Portugal

Pinto, A., Rodrigues, T., Mendes, J., Bação, F. & Lobo, V., 1 Jan 2013, Recent Developments in Modeling and Applications in Statistics . Springer International Publishing Switzerland, p. 59-68 10 p. (Studies in Theoretical and Applied Statistics, Selected Papers of the Statistical Societies).

Research output: Chapter in Book/Report/Conference proceedingChapter

Drugs
Health Services
Health
Tend
Imply

Self-perception of health status and socio-economic differences in the use of health services

Pinto, A., Lobo, V., Bação, F. & Bacelar-Nicolau, H., 1 Jan 2013, Studies in Theoretical and Applied Statistics, Selected Papers of the Statistical Societies. Springer International Publishing Switzerland, p. 355-362 8 p. (Studies in Theoretical and Applied Statistics, Selected Papers of the Statistical Societies).

Research output: Chapter in Book/Report/Conference proceedingChapter

Health Services
Health
Economics
Healthcare
Statistics
2012
87 Citations (Scopus)

Digital divide across the European Union

Cruz-Jesus, F., Oliveira, T. & Bação, F., 1 Oct 2012, In : Information and Management. 49, 6, p. 278-291 14 p.

Research output: Contribution to journalArticle

Cluster analysis
Factor analysis
Statistical methods
Economics
European Union
19 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
5 Downloads (Pure)

Spatial Clustering Using Hierarchical SOM

Henriques, R., Bação, F. & Lobo, V., 2012, Applications of Self-Organizing Maps. Johnsson, M. (ed.). InTech

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2011

Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes: Methods for Prediction and Analysis

Bação, F., 1 Jan 2011, In : Online Information Review. 35, 4, p. 685-686

Research output: Contribution to journalBook/Film/Article review

Open Access

Divisão Digital na União Europeia

Oliveira, T., Bação, F. & Cruz-Jesus, F., 2011, CAPSI - Conferência da Associação Portuguesa de Sistemas de Informação. ISEG/IUL-ISCTE, p. 1-14 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploratory factor analysis for the digital divide: Evidence for the European Union - 27

Cruz-Jesus, F., Oliveira, T. & Bacao, F., 19 Oct 2011, ENTERprise Information Systems - International Conference, CENTERIS 2011, Proceedings. PART 1 ed. Springer, p. 44-53 10 p. (Communications in Computer and Information Science; vol. 219 CCIS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factor analysis
European Union

Optimização de um Plano de Marketing Directo para o Sector da Banca

Barata, D., Bação, F. & Lobo, V., 2011, JOCLAD’2011 - XVIII Jornadas de Classificação e Análise de Dados. UTAD. (ed.). Universidade de Trás-os-Montes e Alto Douro, Centro de Investigação em Desporto, Saúde e Desenvolvimento Humano / Fundação Técnica e Científica do Desporto, p. 103-

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Polimedicação em Portugal - Dados do 4º Inquérito Nacional de Saúde

Pinto, A., Rodrigues, T., Bação, F. & Lobo, V., 2011.

Research output: Contribution to conferencePoster

Visualização de dados multivariados: Radar plot versus Tabela-gráfico

Pinto, A., Bação, F. & Lobo, V., 2011, XIX Congresso Anual da Sociedade Portuguesa de Estatística. Sociedade Portuguesa de Estatística, p. 1-

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visualization techniques of multidimensional health data

Rodrigues, T., Bacelar - Nicolau, H., Bação, F., Lobo, V. & Pinto, A., 2011, URISA 2011 Conference on GIS in Public Health. URISA, p. 1-

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

Breve abordagem aos sistemas de informação geográfica na saúde

Pinto, A., Bação, F., Bacelar - Nicolau, H. & Lobo, V., 2010, JOCLAD’2010 - XVII Jornadas de Classificação e Análise de Dados.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Integrating Geographic Information Systems into Library Services: A Guide for Academic Libraries

Bacao, F., 2010, In : Library Hi Tech. 28, 4, p. 719-721

Research output: Contribution to journalLiterature review

O consumo de medicamentos e a polimedicação em Portugal

Pinto, A., Bação, F., Bacelar - Nicolau, H. & Lobo, V., 2010, XVIII Congresso Anual da Sociedade Portuguesa de Estatística.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predictive model for criminality in Lisbon

Lobo, V., Bação, F. & João, P., 2010, JOCLAD’2010 - XVII Jornadas de Classificação e Análise de Dados. p. 1-13 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Police
Resources
Criminality
Crime
Geographical information system
41 Citations (Scopus)

Size-dependent pattern of wildfire ignitions in Portugal: When do ignitions turn into big fires?

Moreira, F., Catry, F. X., Rego, F. & Bação, F., 3 Jun 2010, In : Landscape Ecology. 25, 9, p. 1405-1417 13 p.

Research output: Contribution to journalArticle

wildfire
Portugal
population density
land cover
shrubland
5 Citations (Scopus)

Spatial clustering with SOM and GeoSOM: Case study of Lisbon's metropolitan area

Henriques, R., Bacao, F. & Lobo, V., 1 Jan 2010, 2nd International Conference on Advanced Geographic Information Systems, Applications, and Services, GEOProcessing 2010. IEEE Computer Society, p. 148-152 5 p. 5437658

Research output: Chapter in Book/Report/Conference proceedingConference contribution

metropolitan area
agglomeration area
data analysis
Clustering algorithms
census

Website Visibility: The Theory and Practice and Improving Rankings

Bação, F., 1 Jan 2010, In : Online Information Review. 34, 5, p. 817-819

Research output: Contribution to journalBook/Film/Article review

2009

A auto-percepção do estado de saúde e as diferenças sócio-económicas na utilização dos serviços de saúde, ao nível da NUTS II

Lobo, V. J. A. S. & Bação, F. J. F. L., 1 Jan 2009, Congresso da Sociedade Portuguesa de Estatística. p. 1-

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Business Intelligence in the Vineyard

Neto, M. D. C. S. F. & Bação, F. J. F. L., 1 Jan 2009, World Conference on Agricultural Information and IT. p. 405-415

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cartograms, self-organizing maps, and magnification control

Henriques, R., Bação, F. & Lobo, V., 27 Aug 2009, Advances in Self-Organizing Maps : 7th International Workshop, WSOM 2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings. Príncipe, J. C. & Miikkulainen, R. (eds.). Springer, p. 89-97 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5629 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Self organizing maps
Self-organizing Map
Sort
Preprocessing
Metric
22 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
3 Citations (Scopus)

GeoSOM suite: A tool for spatial clustering

Henriques, R., Bação, F. & Lobo, V., 9 Nov 2009, Computational Science and Its Applications - ICCSA 2009 - International Conference, Proceedings. PART 1 ed. p. 453-466 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5592 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spatial Clustering
Spatial Data
Data mining
Data Mining
Self organizing maps

Land cover classification in Portugal with multitemporal AWiFS images: a comparative study

Costa, H., Carrao, H., Bacao, F. & Caetano, M., 2009, REMOTE SENSING FOR A CHANGING EUROPE. p. 356-363

Research output: Chapter in Book/Report/Conference proceedingChapter

147 Citations (Scopus)

Modeling and mapping wildfire ignition risk in Portugal

Catry, F. X., Rego, F. C., Bação, F. L. & Moreira, F., 22 Dec 2009, In : International Journal Of Wildland Fire. 18, 8, p. 921-931 11 p.

Research output: Contribution to journalArticle

wildfires
wildfire
Portugal
wildland fire management
fire fighting
16 Citations (Scopus)

The third dimension in urban geography: The urban-volume approach

Koomen, E., Rietveld, P. & Bação, F., 1 Jan 2009, In : Environment and Planning B: Planning and Design. 36, 6, p. 1008-1025 18 p.

Research output: Contribution to journalArticle

urban geography
Self organizing maps
Spatial distribution
urban system
methodology