A taxonomy of Self-organizing Maps for temporal sequence processing. - Gabriela Guimarães; Victor Sousa Lobo; Fernando Moura-Pires (Intell. Data Anal., 2003)

Geo-Self-OrganizingMap (Geo-SOM) for Building and Exploring Homogeneous Regions. - Fernando Bação; Victor Sousa Lobo; Marco Painho (GIScience, 2004)

Self-organizing Maps as Substitutes for K-Means Clustering. - Fernando Bação; Victor Sousa Lobo; Marco Painho (International Conference on Computational Science (3), 2005)

The self-organizing map, the Geo-SOM, and relevant variants for geosciences. - Fernando Bação; Victor Sousa Lobo; Marco Painho (Comput. Geosci., 2005)

Applying genetic algorithms to zone design. - Fernando Bação; Victor Sousa Lobo; Marco Painho (Soft Comput., 2005)

Density Based Fuzzy Membership Functions in the Context of Geocomputation. - Victor Sousa Lobo; Fernando Bação; Miguel Loureiro (International Conference on Computational Science (2), 2007)

Location model for CCA-treated wood waste remediation units using GIS and clustering methods. - Helena Gomes; Alexandra B. Ribeiro; Victor Sousa Lobo (Environ. Model. Softw., 2007)

GeoSOM Suite: A Tool for Spatial Clustering. - Roberto Henriques; Fernando Bação; Victor Sousa Lobo (ICCSA (1), 2009)

Application of Self-Organizing Maps to the Maritime Environment. - Victor Sousa Lobo (IF&GIS, 2009)

Cartograms, Self-Organizing Maps, and Magnification Control. - Roberto Henriques; Fernando Bação; Victor Sousa Lobo (WSOM, 2009)

Carto-SOM: cartogram creation using self-organizing maps. - Roberto Henriques; Fernando Bação; Victor Sousa Lobo (Int. J. Geogr. Inf. Sci., 2009)

On the Use of Three-Dimensional Self-Organizing Maps for Visualizing Clusters in Georeferenced Data. - Jorge M. L. Gorricha; Victor Sousa Lobo (IF&GIS, 2011)

Improvements on the visualization of clusters in geo-referenced data using Self-Organizing Maps. - Jorge M. L. Gorricha; Victor Sousa Lobo (Comput. Geosci., 2012)

Exploratory geospatial data analysis using the GeoSOM suite. - Roberto Henriques; Fernando Bação; Victor Sousa Lobo (Comput. Environ. Urban Syst., 2012)

Data Analysis with Intersection Graphs. - Valter Martins Vairinhos; Victor Sousa Lobo; M. P. Galindo-Villardón (ICCS, 2013)

Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data. - Leonardo Vanneschi; Mauro Castelli; Ernesto Costa; Alessandro Re; Henrique Vaz; Victor Sousa Lobo; Paulo Urbano (EvoApplications, 2015)

Social Market: Stock Market and Twitter Correlation. - Ivo Bernardo; Roberto Henriques; Victor Sousa Lobo (KES-IDT (2), 2017)

Augmented Reality in the Context of Naval Operations. - Mário Marques; Filipe Elvas; Isabel L. Nunes; Victor Sousa Lobo; Anacleto Correia (IHSED, 2018)

Artificial Neural Networks for Discovering Characteristics of Fishing Surveillance Areas. - Anacleto Correia; Ricardo Moura; Pedro Agua; Victor Sousa Lobo (ICITS, 2020)

K-Means Clustering for Information Dissemination of Fishing Surveillance. - Anacleto Correia; Ricardo Moura; Pedro Agua; Victor Sousa Lobo (ICITS, 2020)

Directional Statistics for 3D Model-Based UAV Tracking. - Nuno Pessanha Santos; Victor Sousa Lobo; Alexandre Bernardino (IEEE Access, 2020)

Two-stage 3D model-based UAV pose estimation: A comparison of methods for optimization. - Nuno Pessanha Santos; Victor Sousa Lobo; Alexandre Bernardino (J. Field Robotics, 2020)

Unscented Particle Filters with Refinement Steps for UAV Pose Tracking. - Nuno Pessanha Santos; Victor Sousa Lobo; Alexandre Bernardino (J. Intell. Robotic Syst., 2021)

A computational literature review of football performance analysis through probabilistic topic modeling. - Vitor Ayres Principe; Rodrigo Gomes de Souza Vale; Juliana Brandão Pinto de Castro; Luiz Marcelo Carvano; Roberto Henriques; Victor José de Almeida e Sousa Lobo; Rodolfo de Alkmim Moreira Nunes (Artif. Intell. Rev., 2022)

Detecting Fraudulent Wallets in Ethereum Blockchain Combining Supervised and Unsupervised Techniques - Using Autoencoders and XGboost. - João Crisóstomo; Victor Sousa Lobo; Fernando Bação (BLOCKCHAIN, 2023)

Development of an Autonomous Surface System for Permanent and Persistent Monitoring of Vehicles in the Water Column. - Ricardo Filipe Mota Gomes; Pedro Castro Fernandes; Victor Sousa Lobo (ROBOT (2), 2023)

The Automatic Seaman: From Speech2text to Text2Task. - Vitor Borges Rodrigues; Victor Sousa Lobo (ROBOT (2), 2023)

Joining metadata and textual features to advise administrative courts decisions: a cascading classifier approach. - Hugo Mentzingen; Nuno António; Victor Sousa Lobo (Artif. Intell. Law, 2024)

Machine learning methods for detecting smart contracts vulnerabilities within Ethereum blockchain - A review. - João Crisóstomo; Fernando Bação; Victor Sousa Lobo (Expert Syst. Appl., 2025)