| Self-organizing maps as substitutes for k-means clustering F Bação, V Lobo, M Painho International Conference on Computational Science, 476-483, 2005 | 170 | 2005 |
| Applying genetic algorithms to zone design F Bacao, V Lobo, M Painho Soft Computing 9 (5), 341-348, 2005 | 125 | 2005 |
| The self-organizing map, the Geo-SOM, and relevant variants for geosciences F Bação, V Lobo, M Painho Computers & Geosciences 31 (2), 155-163, 2005 | 115 | 2005 |
| Binary-based similarity measures for categorical data and their application in Self-Organizing Maps F Lourenço, V Lobo, F Bação JOCLAD 88, 1-18, 2004 | 63 | 2004 |
| Geo-self-organizing map (Geo-SOM) for building and exploring homogeneous regions F Bação, V Lobo, M Painho International Conference on Geographic Information Science, 22-37, 2004 | 53 | 2004 |
| Exploratory data analysis and clustering of multivariate spatial hydrogeological data by means of GEO3DSOM, a variant of Kohonen's Self-Organizing Map L Peeters, F Bação, V Lobo, A Dassargues Hydrology and Earth System Sciences Discussions 11 (4), 1309-1321, 2007 | 51 | 2007 |
| Applications of different self-organizing map variants to geographical information science problems F Bação, V Lobo, M Painho Self-Organising Maps: applications in geographic information science, 21-44, 2008 | 44 | 2008 |
| Improvements on the visualization of clusters in geo-referenced data using Self-Organizing Maps J Gorricha, V Lobo Computers & Geosciences 43, 177-186, 2012 | 39 | 2012 |
| Carto‐SOM: cartogram creation using self‐organizing maps R Henriques, F Bação, V Lobo International Journal of Geographical Information Science 23 (4), 483-511, 2009 | 38 | 2009 |
| Exploratory geospatial data analysis using the GeoSOM suite R Henriques, F Bacao, V Lobo Computers, Environment and Urban Systems 36 (3), 218-232, 2012 | 33 | 2012 |
| Application of swarm robotics systems to marine environmental monitoring M Duarte, J Gomes, V Costa, T Rodrigues, F Silva, V Lobo, MM Marques, ... OCEANS 2016-Shanghai, 1-8, 2016 | 27 | 2016 |
| A taxonomy of Self-organizing Maps for temporal sequence processing G Guimarães, VS Lobo, F Moura-Pires Intelligent Data Analysis 7 (4), 269-290, 2003 | 24 | 2003 |
| A cooperative multi-robot team for the surveillance of shipwreck survivors at sea R Mendonça, MM Marques, F Marques, A Lourenco, E Pinto, P Santana, ... OCEANS 2016 MTS/IEEE Monterey, 1-6, 2016 | 22 | 2016 |
| Use of multi-domain robots in search and rescue operations—contributions of the ICARUS team to the euRathlon 2015 challenge MM Marques, R Parreira, V Lobo, A Martins, A Matos, N Cruz, JM Almeida, ... OCEANS 2016-Shanghai, 1-7, 2016 | 18 | 2016 |
| Unmanned Aircraft Systems in Maritime Operations: Challenges addressed in the scope of the SEAGULL project MM Marques, P Dias, NP Santos, V Lobo, R Batista, D Salgueiro, ... OCEANS 2015-Genova, 1-6, 2015 | 18 | 2015 |
| Dual regulation of Myc by Abl VJSA Lobo, M Doni, A Verrecchia, S Sanulli, G Fagà, A Piontini, ... Oncogene 32 (45), 5261, 2013 | 17 | 2013 |
| Location model for CCA-treated wood waste remediation units using GIS and clustering methods H Gomes, AB Ribeiro, V Lobo Environmental Modelling & Software 22 (12), 1788-1795, 2007 | 15 | 2007 |
| Application of self-organizing maps to the maritime environment VJAS Lobo Information Fusion and Geographic Information Systems, 19-36, 2009 | 14 | 2009 |
| Clustering census data: comparing the performance of self-organising maps and k-means algorithms F Bação, V Lobo, M Painho KDNet Symposium: Knowledge-Based Services for the Public Sector, 3-4, 2004 | 14 | 2004 |
| Ship noise classification: a contribution to prototype based classifier design V Lobo Departamento de Informatica. Lisbon, Universidade Nova de Lisboa, 2002 | 14 | 2002 |