• 997 Citations
  • 19 h-Index
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Personal profile

Research interests

Main areas of research:geographic information science, geographic information systems, decision support systems, data mining and knowledge discovery, self-organizing maps and information visualization. Current topics of research: development of geo-relevant tools based on the Self-Organizing Map (SOM).

Fingerprint Dive into the research topics where Fernando José Ferreira Lucas Bação is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 7 Similar Profiles
Self organizing maps Engineering & Materials Science
Learning systems Engineering & Materials Science
E-learning Engineering & Materials Science
Self-organizing Map Mathematics
wildfire Earth & Environmental Sciences
land cover Earth & Environmental Sciences
Spatial Data Mathematics
Factor analysis Engineering & Materials Science

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Research Output at NOVA 2004 2019

8 Citations (Scopus)
8 Downloads (Pure)
Open Access
System theory
Information systems
Power (Psychology)
Online courses
2 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

Computer programming languages
Line segment

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
Smart city
45 Citations (Scopus)
27 Citations (Scopus)
Heuristic methods
Classification Algorithm