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Biografia

Victor Lobo licenciou-se em Engenharia Eletrotécnica e de Computadores no Instituto Superior Técnico (IST-UTL). Fez o Mestrado e o Doutoramento em Engenharia Informática na Faculdade de Ciências e Tecnologia da NOVA e fez a Agregação NOVA Information Management School (NOVA IMS) . Leciona da Escola Naval desde 1989, onde é atualmente professor Catedrátco. É professor convidado na NOVA IMS desde 2003. Tem mais de 150 artigos científicos publicados em revistas e atas de conferências. O seu trabalho tem incidido sobre a utilização de Inteligência Artificial, e Aprendizagem Máquina, em contreto redes neuronais com auto-organização, em diversos campos, que vão desde análise de sinais bio médicos e hidrofónicos a dados georreferenciados, sociodemográficos, económicos, e ambientais. Tem trabalhado também em robótica, principalmente com veículos autónomos.

Publicações Cientificas

Mentzingen, H., Antonio, N., & Lobo, V. (2023)

Joining metadata and textual features to advise administrative courts decisions: a cascading classifier approach. Artificial Intelligence and Law. https://doi.org/10.1007/s10506-023-09348-9

Santos, N. P., Lobo, V., Bernardino, A. (2023)

Fixed-Wing Unmanned Aerial Vehicle 3D-Model-Based Tracking for Autonomous Landing. Drones, Vol. 7 (4), April 2023, 243. https://doi.org/10.3390/drones7040243

Antunes, T. L., Santos, N. P., Moura, R., & Lobo, V. (2023)

Sea Pollution: Analysis and Monitoring using Unmanned Vehicles. In 2023 IEEE Underwater Technology (UT) (pp. 1-8). IEEE. https://doi.org/10.1109/UT49729.2023.10103429

Principe, V. A., de Souza Vale, R. G., de Castro, J. B. P., Carvano, L. M., Henriques, R. A. P., Lobo, V. J. D. A. E. S., & de Alkmim Moreira Nunes, R. (2022)

A computational literature review of football performance analysis through probabilistic topic modeling. Artificial Intelligence Review, 55(2). [Advanced online publication on 4 April 2021]. https://doi.org/10.1007/s10462-021-09998-8

Barros, E., Lobo, V., & Correia, A. (2022)

Holistic View on Detecting DDoS Attacks Using Machine Learning. In V. Lobo, & A. Correia (Eds.), Applications of Machine Learning and Deep Learning for Privacy and Cybersecurity (pp. 118-134). IGI Global. https://doi.org/10.4018/978-1-7998-9430-8.ch006

Lobo, V., & Correia, A. (Eds.) (2022)

Applications of Machine Learning and Deep Learning for Privacy and Cybersecurity. IGI Global.

Santos, R., Moura, R., & Lobo, V. (2022)

Application of Kohonen Maps in Predicting and Characterizing VAT Fraud in a Sub-Saharan African Country. In J. Faigl, M. Olteanu, & J. Drchal (Eds.), Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization: Dedicated to the Memory of Teuvo Kohonen / Proceedings of the 14th  International Workshop, WSOM+ 2022, Prague, Czechia, July 6-7, 2022 (pp. 74-86). (Lecture Notes in Networks and Systems; Vol. 533). Springer, Cham. https://doi.org/10.1007/978-3-031-15444-7_8

Marques, M. M., Lobo, V., Aguiar, A. P., Silva, J. E., de Sousa, J. B., Nunes, M. D. F., Ribeiro, R. A., Bernardino, A., Cruz, G., & Marques, J. S. (2021)

An unmanned aircraft system for maritime operations: The automatic detection subsystem. Marine Technology Society Journal, 55(1), 38-49. https://doi.org/10.4031/MTSJ.55.1.4

Marques, M., Elvas, F., Nunes, I. L., Lobo, V., & Correia, A. (2019)

Augmented Reality in the Context of Naval Operations. In T. Ahram , R. Taiar , & W. Karwowski (Eds.), Human Systems Engineering and Design - Proceedings of the 1st  International Conference on Human Systems Engineering and Design IHSED2018: Future Trends and Applications (pp. 307-313). (Advances in Intelligent Systems and Computing; Vol. 876). Cham: Springer Verlag. https://doi.org/10.1007/978-3-030-02053-8_47

Vairinhos, V., Parreira, R., Lampreia, S., Lobo, V., & Galindo, P. (2018)

Vibration analysis based on HJ-biplots. International Journal of Prognostics and Health Management, 9(2), [030].

Bernardo, I., Henriques, R., & Lobo, V. (2018)

Social market: Stock market and twitter correlation. In Intelligent Decision Technologies 2017: Proceedings of the 9th  KES International Conference on Intelligent Decision Technologies, KES-IDT 2017 (pp. 341-356) (advanced online publication on 26 May 2017). (Smart Innovation, Systems and Technologies; Vol. 73). DOI: 10.1007/978-3-319-59424-8_32

Vitor Principe, Luiz Octáio Gavião, Roberto Henriques, Victor Lobo, Gilson Brito Alves Lima and Annibal Parracho Sant’anna (2017)

Multicriteria Analysis of Football Match Performances: Composition Of Probabilistic Preferences Applied To The English Premier League 2015/2016. Pesquisa Operacional, 37 (2), 333-363. DOI: 10.1590/0101-7438.2017.037.02.0333

Fernandes, L., Henriques, R., & Lobo, V. (2014)

Selection of instances in Condition Based Monitoring: the case of aircraft engines. Paper presented at the Maintenance Performance Measurement and Management (MPMM) Conference 2014, Coimbra.

João, P., & Lobo, V. (2014)

How to detect a small cluster in big data? In Atas da 14ª Conferência da Associação Portuguesa de Sistemas de Informação: Os Sistemas de Informação na Saúde (Vol. 14, pp. 162-173). (Atas da Conferencia da Associacao Portuguesa de Sistemas de Informacao). Fundação Luis de Molina. DOI: 10.18803/capsi.v14.162-173

Gorricha, J., Lobo, V., & Costa, A. C. (2013)

A framework for exploratory analysis of extreme weather events using geostatistical procedures and 3D self-organizing maps. International Journal on Advances in Intelligent Systems, 6(1-2), 16-26.

Pinto, A., Lobo, V., Bação, F., & Bacelar-Nicolau, H. (2013)

Self-perception of Health Status and Socio-Economic Differences in the Use of Health Services. In J. Lita da Silva, F. Caeiro, I. Natário & C. A. Braumann (Eds.), Advances in Regression, Survival Analysis, Extreme Values, Markov Processes and Other Statistical Applications (pp. 355-362): Springer Berlin Heidelberg.

Pinto, A., Rodrigues, T., Mendes, J., Bação, F., & Lobo, V. (2013)

Medication and Polymedication in Portugal. In P. E. Oliveira, M. da Graça Temido, C. Henriques & M. Vichi (Eds.), Recent Developments in Modeling and Applications in Statistics (pp. 59-68): Springer Berlin Heidelberg.

Oliveira, P. M., Lobo, V., & Ieee. (2013)

Using integro-differential operators on low cost underwater autonomous vehicles. Paper presented at the 2013 Oceans - San Diego

Vairinhos, V. M., Lobo, V., & Villardon, P. G. (2013)

Data analysis with intersection graphs. Paper presented at the 2013 International Conference on Computational Science, Amsterdam.

Gorricha, J., & Lobo, V. (2012)

Improvements on the visualization of clusters in geo-referenced data using Self-Organizing Maps. Computers & Geosciences, 43, 177-186. doi: 10.1016/j.cageo.2011.10.008

Henriques, R., Bacao, F., & Lobo, V. (2012)

Exploratory geospatial data analysis using the GeoSOM suite. Computers Environment and Urban Systems, 36(3), 218-232. doi: 10.1016/j.compenvurbsys.2011.11.003

Henriques, R., Lobo, V., & Bação, F. (2012)

Spatial Clustering Using Hierarchical SOM. In M. Johnsson (Ed.), Applications of Self-Organizing Maps: InTech.

Martins, P. T., Lobo, V. S., & Ieee. (2011)

Real-Time Decision Support System for Managing Ship Stability under damage 2011 Ieee - Oceans Spain. New York: Ieee.

Henriques, R., Bacao, F., & Lobo, V. (2009)

Carto-SOM: cartogram creation using self-organizing maps. International Journal of Geographical Information Science, 23(4), 483-511.

Vairinhos, V. M., Lobo, V., & Parreira, R. R. (2009)

Introdução à Análise de Dados de manutenção

Correia, F., Vazao, T., & Lobo, V. J. (2009)

Models for pheromone evaluation in Ant Systems for Mobile Ad-hoc networks. In M. Eltoweissy, N. Wakamiya, P. Lorenz & M. M. Freire (Eds.), 2009 First International Conference on Emerging Network Intelligence (pp. 85-90). New York: IEEE.

Henriques, R., Bação, F., & Lobo, V. (2009)

Cartograms, Self-Organizing Maps, and Magnification Control. Paper presented at the Advances in Self-Organizing Maps 7th  International Workshop, WSOM 2009, St. Augustine, USA.

Henriques, R., Bacao, F., & Lobo, V. (2009)

GeoSOM Suite: A Tool for Spatial Clustering. In O. Gervasi, D. Taniar, B. Murgante, A. Lagana, Y. Mun & M. L. Gavrilova (Eds.), Computational Science and Its Applications - Iccsa 2009, Pt I (Vol. 5592, pp. 453-466). Berlin: Springer-Verlag Berlin.

Henriques, R., Bacao, F., & Lobo, V. (2009)

UAV path planning based on event density detection. In S. Dragicevic, D. Roman & V. Tanasescu (Eds.), International Conference on Advanced Geographic Information Systems and Web Services: Geows 2009, Proceedings (pp. 112-116). Los Alamitos: IEEE Computer Soc.

Lobo, V. (2009)

Application of Self-Organizing Maps to the Maritime Environment. In V. V. Popovich, M. Schrenk, C. Claramunt & K. V. Korolenko (Eds.), Information Fusion and Geographic Information Systems, Proceedings (pp. 19-36). Berlin: Springer-Verlag Berlin.

Gorricha, J., & Lobo, V. (2009)

Visualização de Clusters em Dados Georreferenciados: uma abordagem com recurso ao Self-Organizing Map 3D. Paper presented at the JOCLAD 2009, Faro, Portugal.

Martins, P. T., & Lobo, V. (2009)

A tool for automatic routing of auxiliary circuits in ships. Paper presented at the XI Seminário Luso-Espanhol de Economia Empresarial, Faro, Portugal.

Martins, P. T., Lobo, V., & Vairinhos, V. (2009)

Optimizing a container-ship stowage plan using genetic algorithms. Paper presented at the JOCLAD 2009, Faro, Portugal.

Pinto, A., Lobo, V., Bação, F., & Bacelar-Nicolau, H. (2009)

A auto-percepção do estado de saúde e as diferenças sócio-económicas na utilização dos serviços de saúde, ao nível da NUTS II. Paper presented at the XVII Congresso da Sociedade Portuguesa de Estatística, Sesimbra, Portugal.

Silva, A. R., Lobo, V., & Vairinhos, V. (2009)

Modelação de equações estruturais (SEM) para avaliar e monitorizar o Estado de Condição de um sistema mecânico. Paper presented at the JOCLAD 2009, Faro, Portugal.

Bação, F., Lobo, V., & Painho, M. (2008)

Applications of Different Self-Organizing Map Variants to Geographical Information Science Problems Self-Organising Maps, Applications in Geographical Information Science. West Sussex: John Wiley & Sons.

Fincke, T., Lobo, V., & Bação, F. (2008)

Visualizing self-organizing maps with GIS. Paper presented at the GI Days 2008, Munster.

Parreira, R., Vairinhos, V. M., & Lobo, V. (2008)

Detecção e identificação de avarias em motores rotativos usando sensores de baixo custo. Paper presented at the XV Jornadas de Classificação e Análise de Dados, Setúbal.

Vairinhos, V. M., Lobo, V., & Galindo, M. P. (2008)

Data Analysis with Intersection Graphs. Paper presented at the XV Jornadas de Classificação e Análise de Dados, Setúbal.

Vairinhos, V. M., Parreira, R., & Lobo, V. (2008)

Detecção de Tendências na Intensidade das Avarias com base nos registos históricos das intervenções. Paper presented at the Jornadas Técnicas “O Sector Marítimo Português “, Lisboa.

Vairinhos, V., Lobo, V., & Galindo, M. P. (2008)

Intersection Graph - Based representation of Contingency Tables. Paper presented at the XV Jornadas de Classificação e Análise de Dados, Setúbal.