Roberto Henriques

  • Tuesday, 29 July 2014 14:39

roberto-henriques-min

Identification

Roberto Henriques, Invited assistant Professor,
Doctor in Information Management (Universidade Nova de Lisboa - Portugal)

Contacts

Telephone: 213828610
Fax: 213828611
E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.

Biography

Roberto Henriques is currently Assistant Professor at NOVA Information Management School (NOVA IMS) where is the coordinator of the Masters in Information Management and Statistics, in Information Management and the European Master of Science in Information Systems Management. He holds a PhD in Information Management (NOVA), a Masters in Geographic Information Systems and Science and a degree in Biophysics Engineering. His research interest include geospatial data analysis and decision support systems using articial intelligence and data mining methods. His work has been published in several international high quality journals and conferences. He has also been involved in several projects including marketing analytics and CRM, client management and data mining.

Publications

Journal Article

  • Beretta, S., Castelli, M., Goncalves, I., Henriques, R., & Ramazzotti, D. (2018). Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes. Complexity, [1591878]. DOI: 10.1155/2018/1591878
  • Galvão, M. & Henriques, R. (2018). Forecasting Movie Box Office Profitability. Journal of Information Systems Engineering & Management, 3(3), 22. https://doi.org/10.20897/jisem/2658
  • Hajeka, P., Henriques, R., Castelli, M., Vanneschi, L. (2018). Forecasting Performance of Regional Innovation Systems using Semantic-Based Genetic Programming with Local Search Optimizer. Computers and Operations Research (advanced online on 7 February 2018). Doi: https://doi.org/10.1016/j.cor.2018.02.001
  • Adeoluwa Akande, Ana Cristina Costa, Jorge Mateu and Roberto Henriques (2017). Geospatial Analysis of Extreme Weather Events in Nigeria (1985–2015) Using Self-Organizing Maps. Advances in Meteorology, 2017, Article ID 8576150, 11 p. https://doi.org/10.1155/2017/8576150
  • de Campos, S. R. M., Henriques, R., & Yanaze, M. H. (2017). Higher education in Brazil: an exploratory study based on supply and demand conditions. Universal Access in the Information Society, 1-23 (advanced online publication on 24 april 2017). DOI: 10.1007/s10209-017-0537-9
  • Leonardo Vanneschi; Roberto Henriques; Mauro Castelli (2017). Multi-objective genetic algorithm with variable neighbourhood search for the electoral redistricting problem. Swarm and Evolutionary Computation, 36, 37-51. https://doi.org/10.1016/j.swevo.2017.04.003
  • Petr Hajek & Roberto Henriques (2017). Mining Corporate Annual Reports for Intelligent Detection of Financial Statement Fraud - A Comparative Study of Machine Learning Methods. Knowledge-Based Systems, 128, 139-152. https://doi.org/10.1016/j.knosys.2017.05.001
  • Petr Hajek & Roberto Henriques (2017). Modelling innovation performance of European regions using multi-output neural networks. PLoS ONE 12(10): e0185755. doi: https://doi.org/10.1371/journal.pone.0185755
  • 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
  • Ribeiro, S., Caineta, J., Costa, A. C., Henriques, R., & Soares, A. (2016). Detection of inhomogeneities in precipitation time series in Portugal using direct sequential simulation. Atmospheric Research, 171, 147-158. doi: http://dx.doi.org/10.1016/j.atmosres.2015.11.014
  • Castelli, M., Henriques, R., & Vanneschi, L. (2015). A geometric semantic genetic programming system for the electoral redistricting problem. Neurocomputing, 154, 200-207. doi: 10.1016/j.neucom.2014.12.003
  • Hajek, P., Henriques, R., & Hajkova, V. (2014). Visualising components of regional innovation systems using self-organizing maps-Evidence from European regions. [Article]. Technological Forecasting and Social Change, 84, 197-214. doi: 10.1016/j.techfore.2013.07.013
  • 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., Bacao, F., & Lobo, V. (2009). Carto-SOM: cartogram creation using self-organizing maps. International Journal of Geographical Information Science, 23(4), 483-511.

Book Section

  • Monteiro, V., Henriques, R., Painho, M., & Vaz, E. (2014). Sensing World Heritage. In B. Murgante, S. Misra, A. C. Rocha, C. Torre, J. Rocha, M. Falcão, D. Taniar, B. Apduhan & O. Gervasi (Eds.), Computational Science and Its Applications – ICCSA 2014 (Vol. 8580, pp. 404-419): Springer International Publishing.
  • Henriques, R., Lobo, V., & Bação, F. (2012). Spatial Clustering Using Hierarchical SOM. In M. Johnsson (Ed.), Applications of Self-Organizing Maps: InTech.
  • 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.

Conference Proceeding

  • 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
  • de Campos, S. R. M., & Henriques, R. (2018). The knowledge discovery through the student's higher education census data. In Proceedings of CISTI 2018: 13th Iberian Conference on Information Systems and Technologies [Memorias de la CISTI 2018: 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion] (Vol. 2018, pp. 1-6). IEEE Computer Society. DOI: 10.23919/CISTI.2018.8399164
  • Galvao, M., & Henriques, R. (2018). Forecasting model of a movie's profitability. In Proceedings of CISTI 2018: 13th Iberian Conference on Information Systems and Technologies [Memorias de la CISTI 2018: 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion] (Vol. 2018, pp. 1-6). IEEE Computer Society. DOI: 10.23919/CISTI.2018.8399184
  • Monteiro, R. Cabral, P. D. C. B., & Henriques, R. (2017). Crawling public massive data to solve air traffic data issues. In Atas da 12a Conferencia Iberica de Sistemas e Tecnologias de Informacao, CISTI 2017 / Proceedings of the 12th Iberian Conference on Information Systems and Technologies, CISTI 2017 [7976006] IEEE Computer Society. DOI: 10.23919/CISTI.2017.7976006
  • De Campos, S. R. M., Henriques, R., & Yanaze, M. H. (2016). Governance of higher education institutions in brazil: An exploratory study based on supply and demand conditions. Paper presented at the Advances in Intelligent Systems and Computing.
  • Caineta, J., Ribeiro, S., Henriques, R., & Costa, A. C. (2015, 22-27 February). A Package for the homogenisation of climate data using geostatistical simulation. Paper presented at the GEOProcessing 2015: The Seventh International Conference on Advanced Geographic Information Systems, Applications, and Services, Lisbon, Portugal.
  • Ribeiro, S., Caineta, J., Costa, A. C., & Henriques, R. (2015, 9-12 June). Analysing the detection and correction parameters in the homogenisation of climate data series using gsimcli. Paper presented at the 18th AGILE International Conference on Geographic Information Science, Lisbon, Portugal.
  • Caineta, J., Ribeiro, S., Costa, A. C., Henriques, R., & Soares, A. (2014, 27 April - 2 May). Inhomogeneities detection in annual precipitation time series in Portugal using direct sequential simulation. Paper presented at the EGU General Assembly Conference, Vienna.
  • Caineta, J., Ribeiro, S., Henriques, R., Soares, A., & Costa, A. C. (2014, 27 April - 2 May). Benchmarking a geostatistical procedure for the homogenisation of annual precipitation series. Paper presented at the EGU General Assembly Conference, Vienna.
  • 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.
  • Ribeiro, S., Caineta, J., Henriques, R., Soares, A., & Costa, A. C. (2014, 27 April - 2 May). Advantages and applicability of commonly used homogenisation methods for climate data. Paper presented at the European Geosciences Union General Assembly 2014, Vienna, Austria.
  • Gomes, H., Neto, M., & Henriques, R. (2013, 19-22 June). Text Mining: Análise de sentimentos na classificação de notícias. Paper presented at the 8ª Conferência Ibérica de Sistemas e Tecnologias de Informação, Lisboa, Portugal.
  • Miranda, H., & Henriques, R. (2013, 19-22 June). Building Clusters For CRM Strategies By Mining Airlines Customer Data. Paper presented at the 8ª Conferência Ibérica de Sistemas e Tecnologias de Informação, Lisboa, Portugal.
  • Painho, Marco; Teresa Ferreira Rodrigues; Tiago H. Moreira de Oliveira; Alexandre Alves Coimbra; Luís Fiães Fernandes; Pedro Cabral; Roberto Henriques; Miguel Neto; Flávio Alves. A Framework for a Spatial Analysis Model for Homeland Security (Quadro de referência de Análise Espacial Aplicado à Segurança Interna). In Proceedings of the X Congresso da ADEH (Associação de Demografia Histórica), Albacete, Spain, June 18 – 21, 2013.
  • Pires, P., & Henriques, R. (2013, 19-22 June). Predicting Human Creativity Perception In Visual Arts. Paper presented at the 8ª Conferência Ibérica de Sistemas e Tecnologias de Informação, Lisboa, Portugal.
  • Oliveira, T., Painho, M., & Henriques, R. (2012, November 6). A spatial decision support system for the Portuguese public transportation sector. Paper presented at the IWGS 2012 - ACM SIGSPATIAL International workshop on Geostreaming, California.
  • Painho, M., Henriques, R., Oliveira, T. M., Seabra, I., Leitão, J., Laginha, C., & Neves, M. (2012). Outputs from SIGGESC: bus lines management geographic information system. Paper presented at the ESRI International Conference, California.
  • Painho, M., Oliveira, T. M. d., Henriques, R., Seabra, I., & Leitão, J. (2011, 11-15 July). Outputs from SIGGESC: Bus Lines Management Geographic Information System. Paper presented at the ESRI International User Conference, San Diego, Califórnia.
  • Henriques, R., Bacao, F., & Lobo, V. (2010, 10-16 February). Spatial Clustering with SOM and GeoSOM Case study of Lisbon's Metropolitan Area. Paper presented at the Geoprocessing 2010 - Second International Conference on Advanced Geographic Information Systems, Applications, and Services, St Maarten, Netherlands Antilles.
  • Painho, M., Henriques, R., Oliveira, T., Calbet, Ó., Ribeiro, T., Pires, R., . . . Leitão, J. (2011, March 2 – 3). Sistema de Informação Geográfica de Gestão de Carreiras – SIGGESC. Paper presented at the 9º Encontro de Utilizadores Esri Portugal (EUE 2011), Lisboa, Portugal.
  • Painho, M., Oliveira, T. M. d., & Henriques, R. (2011, 19, 20 e 21 de Outubro). A Decision Support System for the Public Transportation Sector: The SIGGESC Project. Paper presented at the 11ª Conferência da Associação Portuguesa de Sistemas de Informação (CAPSI 2011), Lisboa.
  • Peixoto, M., Painho, M., Henriques, R., Neto, M., & Correia, A. M. (2008, May 14-16). Distância Física Vs Distância Social: Caso de Estudo com os Alunos da 7ª Edição do Curso de Mestrado em Ciência & Sistemas de Informação Geográfica do ISEGI-UNL. Paper presented at the ESIG2008 - X Encontro de Utilizadores de Informação Geográfica, Oeiras, Portugal.
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