Fernando Bação

Fernando Bação, Leila Maria Garcia Fonseca, Thales Sehn Korting, 2008, 2008 IEEE International Conference on Signal Image Technology and Internet Based Systems.

Assessing the pattern between economic and digital development of countries

Tiago Oliveira, Fernando Bação, Zahir Irani, 2016, Information Systems Frontiers.

Cartograms, Self-Organizing Maps, and Magnification Control

Fernando Bação, Roberto Henriques, Victor Sousa Lobo, 2009, WSOM.

Digital divide across the European Union

Tiago Oliveira, Fernando Bação, Frederico Cruz-Jesus, 2012, Inf. Manag..

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

Fernando Bação, Frederico Cruz-Jesus, Tiago Oliveira, 2016, Comput. Hum. Behav..

Exploring spatial data through computational intelligence: a joint perspective

Witold Pedrycz, Athanasios V. Vasilakos, Fernando Bação, 2005, Soft Comput..

Exploratory data analysis and clustering of multivariate spatial hydrogeological data by means of GEO3DSOM, a variant of Kohonen's Self-Organizing Map

Fernando Bação, Luk Peeters, Alain Dassargues, 2006 .

Self-organizing Maps as Substitutes for K-Means Clustering

Fernando Bação, Marco Painho, Victor Sousa Lobo, 2005, International Conference on Computational Science.

GeoSOM Suite: A Tool for Spatial Clustering

Fernando Bação, Roberto Henriques, Victor Sousa Lobo, 2009, ICCSA.

International Exchange of E-Learning Courses

Fernando Bação, Marco Painho, Christoph Brox, 2004 .

Defining lines of maximum probability for the design of patrol vessel itineraries

Fernando Bação, Victor Lobo, F. Bação, 2005 .

The self-organizing map, the Geo-SOM, and relevant variants for geosciences

Fernando Bação, Marco Painho, Victor Sousa Lobo, 2005, Comput. Geosci..

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

Hugo Carrão, Fernando Bação, Mário Caetano, 2014 .

The Global Digital Divide: Evidence and Drivers

Tiago Oliveira, Fernando Bação, Frederico Cruz-Jesus, 2018, J. Glob. Inf. Manag..

Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE pdf

Fernando Bação, Georgios Douzas, F. Bação, 2017, ArXiv.

Applying genetic algorithms to zone design

Fernando Bação, Marco Painho, Victor Sousa Lobo, 2005, Soft Comput..

Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE

Fernando Bação, Georgios Douzas, F. Bação, 2019, Inf. Sci..

EXPLORATORY GEOSPATIAL DATA ANALYSIS USING

Fernando Bação, Victor Lobo, Fernando C. Lourenço, 2005 .

Business intelligence in the vineyard.

Fernando Bação, J. Maia, M. de Castro Neto, 2008 .

An e-Learning Theoretical Framework

Tiago Oliveira, Fernando Bação, Manuela Aparicio, 2016, J. Educ. Technol. Soc..

Geo-Self-OrganizingMap (Geo-SOM) for Building and Exploring Homogeneous Regions

Fernando Bação, Marco Painho, Victor Sousa Lobo, 2004, GIScience.

Density Based Fuzzy Membership Functions in the Context of Geocomputation

Fernando Bação, Victor Sousa Lobo, Miguel Loureiro, 2007, International Conference on Computational Science.

Spatial Data Science

Maribel Yasmina Santos, Fernando Bação, Martin Behnisch, 2020, ISPRS Int. J. Geo Inf..

Exploratory geospatial data analysis using the GeoSOM suite

Fernando Bação, Roberto Henriques, Victor Sousa Lobo, 2012, Comput. Environ. Urban Syst..

Imbalanced Learning in Land Cover Classification: Improving Minority Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm

Fernando Bação, Georgios Douzas, Joao Fonseca, 2019, Remote. Sens..

Oversampling for Imbalanced Learning Based on K-Means and SMOTE pdf

Fernando Bação, Felix Last, Georgios Douzas, 2017, ArXiv.

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

Tiago Oliveira, Fernando Bação, Manuela Aparicio, 2014, ISDOC.

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

Fernando Bação, 2011 .

Data Mining and Knowledge Discovery Technologies

Fernando Bação, 2008 .

Trends in the e-Learning Ecosystem: A Bibliometric Study

Tiago Oliveira, Fernando Bação, Manuela Aparicio, 2014 .

Spatial Clustering Using Hierarchical SOM

Fernando Bação, Roberto Henriques, Vítor Lobo, 2012 .

Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification

Fernando Bação, Georgios Douzas, João Fonseca, 2021, Remote. Sens..

Machine Learning Approaches to Bike-Sharing Systems: A Systematic Literature Review

Fernando Bação, Vitória Albuquerque, José Miguel Salles Dias, 2021, ISPRS Int. J. Geo Inf..

G-SOMO: An oversampling approach based on self-organized maps and geometric SMOTE

Fernando Bação, Georgios Douzas, Rene Rauch, 2021, Expert Syst. Appl..

Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures

Fernando Bação, Georgios Douzas, João Fonseca, 2021, Inf..

Searching for the polycentric city: A spatio-temporal analysis of Dutch urban morphology

Fernando Bação, Eric Koomen, 2005 .

Applications of Different Self‐Organizing Map Variants to Geographical Information Science Problems

Fernando Bação, Marco Painho, Victor Lobo, 2008 .

Kohonen ’ s Self-Organizing Maps

Fernando Bação, Victor Lobo, 2004 .

The Third Dimension in Urban Geography: The Urban-Volume Approach

Fernando Bação, Piet Rietveld, Eric Koomen, 2009 .

Clustering census data : comparing the performance of self-organising maps and k-means algorithms

Fernando Bação, Marco Painho, Victor Lobo, 2004 .

Characterizing and modelling the spatial patterns of wildfire ignitions in Portugal: fire initiation and resulting burned area.

Fernando Bação, Francisco Moreira, Francisco Rego, 2008 .