• 969 Citations
  • 18 h-Index
20042019
If you made any changes in Pure these will be visible here soon.

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.

  • 6 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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output at NOVA 2004 2019

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

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

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
40 Citations (Scopus)
23 Citations (Scopus)
Oversampling
Heuristic methods
K-means
Heuristics
Classification Algorithm