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Grazziela Figueredo

Senior Research Data Scientist, Faculty of Digital and Technology Services

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Recent Publications

  • FIGUEREDO, GRAZZIELA P, TRIGUERO, ISAAC, MESGARPOUR, MOHAMMAD, GUERRA, ALEXANDRE M, GARIBALDI, JONATHAN M and JOHN, ROBERT I, 2017. Detecting Danger in Roads: An immune-inspired technique to identify heavy goods vehicles incident hot spots IEEE Transactions on Emerging Topics in Computational Intelligence. 1(4), 248-258
  • SIEBERS, PEER-OLAF, FIGUEREDO, GRAZZIELA P, HIRONO, MIWA and SKATOVA, ANYA, 2017. Developing Agent-Based Simulation Models for Social Systems Engineering Studies Social Systems Engineering: The Design of Complexity. 133-156
  • TRIGUERO, ISAAC, FIGUEREDO, GRAZZIELA P, MESGARPOUR, MOHAMMAD, GARIBALDI, JONATHAN M and JOHN, ROBERT I, 2017. Vehicle incident hot spots identification: An approach for big data In: Trustcom/BigDataSE/ICESS, 2017 IEEE. 901-908
  • ALBANGHALI, MA, FIGUEREDO, GP, ALESKANDARANY, MA, GREEN, AR, RAKHA, EA, NOLAN, C, DIEZ-RODRIGUEZ, M, GARIBALDI, JM, ELLIS, IO and CHEUNG, KL, 2017. Biological subtyping and response to primary endocrine therapy in older women with early operable primary breast cancer-a study based on core needle biopsy In: FUTURE ONCOLOGY. 17-17
  • FIGUEREDO, GRAZZIELA P, TRIGUERO, ISAAC, MESGARPOUR, MOHAMMAD, GUERRA, ALEXANDRE M, GARIBALDI, JONATHAN M and JOHN, ROBERT I, 2017. Detecting Danger in Roads: An immune-inspired technique to identify heavy goods vehicles incident hot spots IEEE Transactions on Emerging Topics in Computational Intelligence. 1(4), 248-258
  • SIEBERS, PEER-OLAF, FIGUEREDO, GRAZZIELA P, HIRONO, MIWA and SKATOVA, ANYA, 2017. Developing Agent-Based Simulation Models for Social Systems Engineering Studies Social Systems Engineering: The Design of Complexity. 133-156
  • TRIGUERO, ISAAC, FIGUEREDO, GRAZZIELA P, MESGARPOUR, MOHAMMAD, GARIBALDI, JONATHAN M and JOHN, ROBERT I, 2017. Vehicle incident hot spots identification: An approach for big data In: Trustcom/BigDataSE/ICESS, 2017 IEEE. 901-908
  • ALBANGHALI, MA, FIGUEREDO, GP, ALESKANDARANY, MA, GREEN, AR, RAKHA, EA, NOLAN, C, DIEZ-RODRIGUEZ, M, GARIBALDI, JM, ELLIS, IO and CHEUNG, KL, 2017. Biological subtyping and response to primary endocrine therapy in older women with early operable primary breast cancer-a study based on core needle biopsy In: FUTURE ONCOLOGY. 17-17
  • TODD, IAN, NEGM, OLA H, REPS, JENNA, RADFORD, PAUL, FIGUEREDO, GRAZZIELA, MCDERMOTT, ELIZABETH M, DREWE, ELIZABETH, POWELL, RICHARD J, BAINBRIDGE, SUSAN, HAMED, MOHAMED and OTHERS, 2017. A signalome screening approach in the autoinflammatory disease TNF Receptor Associated Periodic Syndrome (TRAPS) highlights the anti-inflammatory properties of drugs for repurposing Pharmacological research. 125, 188-200
  • SIEBERS, PEER-OLAF, SUSANTY, MEREDITA and FIGUEREDO, GRAZZIELA, 2016. A (More) Formal Approach for Developing Agent-Based Social Simulation Models of Energy Users In: Conference on Social Science Research in Energy. 04
  • FIGUEREDO, G.P., SIEBERS, P.O. and AICKELIN, U., 2015. Juxtaposition of System Dynamics and Agent-Based Simulation for a Case Study in Immunosenescence PLoS ONE. (In Press.)
  • FIGUEREDO, GRAZZIELA P., WAGNER, CHRISTIAN, GARIBALDI, JONATHAN M. and AICKELIN, UWE, 2015. Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework
  • FIGUEREDO, GRAZZIELA P, QUINLAN, PHILIP R, MESGARPOUR, MOHAMMAD, GARIBALDI, JONATHAN M and JOHN, ROBERT I, 2015. A Data Analysis Framework to Rank HGV Drivers In: 2015 IEEE 18th International Conference on Intelligent Transportation Systems. 2001-2006
  • MARTI, E, WANG, X, JAMBARI, NN, RHYNER, C, OLZHAUSEN, J, PÉREZ-BAREA, JJ, FIGUEREDO, GP and ALCOCER, MJC, 2015. Novel in vitro diagnosis of equine allergies using a protein array and mathematical modelling approach: A proof of concept using insect bite hypersensitivity Veterinary immunology and immunopathology. 167(3), 171-177
  • FIGUEREDO, GRAZZIELA P, SIEBERS, PEER-OLAF, OWEN, MARKUS R, REPS, JENNA and AICKELIN, UWE, 2014. Comparing stochastic differential equations and agent-based modelling and simulation for early-stage cancer. PloS ONE. 9(4), e95150
  • FIGUEREDO, GRAZZIELA P., JOSHI, TANVI V., OSBORNE, JAMES M., BYRNE, HELEN M. and OWEN, MARKUS R., 2013. On-lattice agent-based simulation of populations of cells within the open-source Chaste framework INTERFACE FOCUS. 3(2),
  • GRAZZIELA P. FIGUEREDO, PEER-OLAF SIEBERS, DOUGLAS A. AUGUSTO AND HELIO J. C. BARBOSA and UWE AICKELIN, 2013. The use of Agent-based Simulation to Discover Extreme Cases in Immune-Interactions with Early-Stage Cancer Scenarios In: The 12th European Conference on Artificial Life (ECAL 2013). 854-855
  • FIGUEREDO, GRAZZIELA PATROCINIO, BERNARDINO, HEDER SOARES and BARBOSA, HELIO JOSÉ CORR^EA, 2013. Introdução aos sistemos imunológicos artificiais Meta-heurísticas em pesquisa operacional. 113-128
  • PASSINI, MARIA LUIZA C, ESTÉBANEZ, KATIUSCA B, FIGUEREDO, GRAZZIELA P and EBECKEN, NELSON FF, 2013. A strategy for training set selection in text classification problems International Journal of Advanced Computer Science & Applications. 4(6),
  • GRAZZIELA P. FIGUEREDO, TANVI V. JOSHI, JAMES M. OSBORNE, HELEN M. BYRNE and MARKUS R. OWEN, 2013. On-Lattice Agent-based Simulation of Populations of Cells within the Open-Source Chaste Framework Interface Focus.
  • GRAZZIELA P. FIGUEREDO, NELSON F. F. EBECKEN, DOUGLAS A. AUGUSTO and HELIO J. C. BARBOSA, 2012. An Immune-inspired Instance Selection Mechanism for Supervised Classification Memetic Computing.
  • GRAZZIELA P. FIGUEREDO, PEER-OLAF SIEBERS and UWE AICKELIN, 2012. Investigating Mathematical Models of Immuno-Interactions with Early-Stage Cancer under an Agent-Based Modelling Perspective BMC Bioinformatics. (In Press.)
  • GRAZZIELA P. FIGUEREDO, HEDER S. BERNARDINO and HELIO J. C. BARBOSA, 2012. Introducao aos Sistemas Imunologicos Artificiais. In: Metaheuristicas em Pesquisa Operacional (In Press.)
  • GRAZZIELA P. FIGUEREDO, PEER-OLAF SIEBERS, UWE AICKELIN and STEPHANIE FOAN, 2012. A Beginners Guide to Systems Simulation in Immunology. In: Proceedings of the 11th Int. Conf. on Artificial Immune Systems 57-71
  • FIGUEREDO, GRAZZIELA P, 2012. Translating simulation approaches for immunology
  • GRAZZIELA P. FIGUEREDO, UWE AICKELIN and PEER-OLAF SIEBERS, 2011. Systems Dynamics or Agent-Based Modelling for Immune Simulation? In: Proceedings of the International Conference on Artificial Immune Systems. 81-94
  • GRAZZIELA P. FIGUEREDO and UWE AICKELIN, 2011. Comparing System Dynamics and Agent-Based Simulation for Tumour Growth and its Interactions with Effector Cells In: Proceedings of the International Summer Computer Simulation Conference 2011. 15-22
  • GRAZZIELA P. FIGUEREDO and UWE AICKELIN, 2010. Investigating Immune System Aging: System Dynamics and Agent-Based Modelling In: Proceedings of the Summer Computer Simulation Conference 2010. 174-181
  • GRAZZIELA P. FIGUEREDO and UWE AICKELIN, 2010. Defining a Simulation Strategy for Cancer Immunocompetence In: Proceedings of the 9th International Conference on Artificial Immune Systems (ICARIS 2010). 4-17
  • GRAZZIELA P. FIGUEREDO, UWE AICKELIN and AMANDA WHITBROOK, 2009. System Dynamics Modelling of the Processes Involving the Maintenance of the Naive T Cell Repertoire In: Proceedings of the 9th workshop on computational intelligence (UKCI), Nottingham, UK',.
  • GRAZZIELA P. FIGUEREDO, NELSON F. F. EBECKEN and HELIO J. C. BARBOSA, 2009. An immune-inspired sampling technique for data selection In: The XXX CILAMCE.
  • GRAZZIELA P. FIGUEREDO, LUIS A. VIDAL DE CARVALHO, HELIO J. C. BARBOSA and NELSON F. F. EBECKEN, 2008. Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system. Evolutionary Intelligence I.
  • GRAZZIELA P. FIGUEREDO, NELSON F. F. EBECKEN and HELIO J. C. BARBOSA, 2007. The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks In: ICARIS. 59-70
  • GRAZZIELA P. FIGUEREDO, LUIS A. V. DE CARVALHO and NELSON F. F. EBECKEN, 2006. Using Genetic Algorithms to Study the Evolution of Paratopes and Antibodies in Artificial Immune Systems In: XXVII Iberian Latin American Congress on Computational Methods in Engineering, Belem - PA.
  • GRAZZIELA P. FIGUEREDO, LUIS A. V. DE CARVALHO and HELIO J. C. BARBOSA, 2005. Coevolutionary Genetic Algorithms to Simulate the Immune System's Gene Libraries Evolution In: Advances in Natural Computation: First International Conference, Lecture Notes in Computer Science, Changsha - China. 941-944

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