Photo of Fernando José Ferreira Lucas Bação

Fernando José Ferreira Lucas Bação

Prof

  • 1183 Citations
  • 19 h-Index
20042019

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output at NOVA

2019
Open Access
File
20 Citations (Scopus)
25 Downloads (Pure)

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

3 Citations (Scopus)
Open Access
File
2 Citations (Scopus)
1 Downloads (Pure)
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

82 Citations (Scopus)
Open Access
File
57 Citations (Scopus)

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
7 Citations (Scopus)
11 Downloads (Pure)
2017

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

23 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

57 Citations (Scopus)

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
10 Citations (Scopus)
2 Downloads (Pure)

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

30 Citations (Scopus)
Open Access
File
8 Citations (Scopus)
17 Downloads (Pure)
2016

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
61 Citations (Scopus)
222 Downloads (Pure)

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

43 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

41 Citations (Scopus)
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

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
1 Downloads (Pure)
2014

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

19 Citations (Scopus)

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
3 Downloads (Pure)

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

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

6 Citations (Scopus)
2013

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

6 Citations (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

1 Citation (Scopus)

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

2012

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

95 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

19 Citations (Scopus)

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
5 Downloads (Pure)
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

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 journalBook/Film/Article 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

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

43 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

5 Citations (Scopus)

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

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

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

23 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

3 Citations (Scopus)

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

Costa, H., Carrão, H., Bação, F. & Caetano, M., 2009, REMOTE SENSING FOR A CHANGING EUROPE: Proceedings of the 28th Symposium of the European Association of Remote Sensing Laboratories, Istanbul, Turkey, 2–5 June 2008. IOS Press, p. 356-363

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

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

161 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

16 Citations (Scopus)

UAV path planning based on event density detection

Henriques, R., Bacao, F. & Lobo, V., 1 Jan 2009, Proceedings of the International Conference on Advanced Geographic Information Systems and Web Services, GEOWS 2009. IEEE Computer Society, p. 112-116 5 p. 4782701

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

4 Citations (Scopus)