Alexandre de Sousa Mendes

Possui graduação em Matematica Aplicada e Computacional pela Universidade Estadual de Campinas (1997); mestrado em Engenharia Elétrica pela Universidade Estadual de Campinas (1999); e doutorado em Engenharia Elétrica pela Universidade Estadual de Campinas (2003). Atualmente ocupa o cargo de Senior Lecturer - The University of Newcastle, Australia.

Informações coletadas do Lattes em 24/06/2020

Acadêmico

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Formação acadêmica

Doutorado em Engenharia Elétrica

1999 - 2003

Universidade Estadual de Campinas
Título: O Framework NP-Opt e suas Aplicacoes a Problemas de Otimizacao
Paulo Morelato Franca. Bolsista do(a): Fundação de Amparo à Pesquisa do Estado de São Paulo, FAPESP, Brasil.

Mestrado em Engenharia Elétrica

1997 - 1999

Universidade Estadual de Campinas
Título: Algoritmos Memeticos Aplicados aos Problemas de Sequenciamento em Maquinas,Ano de Obtenção: 1999
Paulo Morelato Franca.Bolsista do(a): Conselho Nacional de Desenvolvimento Científico e Tecnológico, CNPq, Brasil.

Especialização em Graduate Certficate in Tertiary Teaching

2008 - 2010

The University of Newcastle Australia
Título: N/A

Graduação em Matematica Aplicada e Computacional

1993 - 1997

Universidade Estadual de Campinas

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Pós-doutorado

2003 - 2007

Pós-Doutorado. , The University of Newcastle Australia, NEWCASTLE, Austrália. , Bolsista do(a): Australian Research Council, ARC, Austrália.

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Idiomas

Bandeira representando o idioma Inglês

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Bandeira representando o idioma Espanhol

Compreende Bem, Fala Bem, Lê Bem, Escreve Razoavelmente.

Bandeira representando o idioma Português

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

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Áreas de atuação

Grande área: Engenharias / Área: Engenharia de Produção / Subárea: Pesquisa Operacional.

Grande área: Ciências Exatas e da Terra / Área: Probabilidade e Estatística / Subárea: Estatística/Especialidade: Análise de Dados.

Grande área: Ciências Exatas e da Terra / Área: Ciência da Computação / Subárea: Bioinformatica.

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Organização de eventos

Mendes, Alexandre . ACAL11 - The Fifth Australian Conference on Artificial Life. 2011. (Congresso).

Mendes, Alexandre . Winter School in Mathematical and Computational Biology. 2008. (Congresso).

Mendes, Alexandre . IWOCA2007 (18th International Workshop on Combinatorial Algorithms). 2007. (Congresso).

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Participação em bancas

Mendes, Alexandre. Haoxi Zhang. Towards decisional DNA based cognitive embedded systems. 2010. Dissertação (Mestrado em Mechanical Engineering) - The University of Newcastle Australia.

Mendes, Alexandre. Leonardo Amaya. The E-decisional community: An integrated knowledge sharing platform. 2010. Dissertação (Mestrado em Computer Science) - The University of Newcastle Australia.

Aluno: Anna Elizabeth Tavares de Araújo Freitas

Mendes, Alexandre. How decision makers perceive complex scenarios?. 2009. Tese (Doutorado em doutorado em administração) - Fundação Getúlio Vargas.

Mendes, Alexandre. Mateus Rocha. Efficient Methods of feature selection based on Combinatorial Optimization for Large Microarray Datasets. 2010. Exame de qualificação (Doutorando em Computer Science) - The University of Newcastle Australia.

Mendes, Alexandre. Renato Vimiero. Mining Interesting Boolean Expression in Large Biological Datasets. 2010. Exame de qualificação (Doutorando em Computer Science) - The University of Newcastle Australia.

Mendes, Alexandre. Ali Alharbi. Interactive Visualizations in the Teaching and Learning of Operating System Concepts. 2010. Exame de qualificação (Doutorando em Computer Science) - The University of Newcastle Australia.

Mendes, Alexandre. Ahmed Shamsul Arefin. An integrated and scalable approach for large-scale biological network analysis using external memory algorithms. 2010. Exame de qualificação (Doutorando em Computer Science) - The University of Newcastle Australia.

Aluno: Jarbas dos Santos Silva

Mendes, Alexandre. Essays on intuition in decision making under different paradigms. 2009. Exame de qualificação (Doutorando em doutorado em administração) - Fundação Getúlio Vargas.

Mendes, Alexandre. Guoheng Zhang. Aspect-Oriented Feature Modelling and Architecture Modelling for Software Product Line. 2009. Exame de qualificação (Doutorando em Computer Science) - The University of Newcastle Australia.

Mendes, Alexandre. David Paul. A framework to support long-running Web Services transactions. 2008. Exame de qualificação (Doutorando em Computer Science) - The University of Newcastle Australia.

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Comissão julgadora das bancas

VINICIUS AMARAL ARMENTANO

ARMENTANO, V. A.. O Framework NP-Opt e suas Aplicações a Problemas de Otimização. 2003. Tese (Doutorado em Engenharia Elétrica) - Universidade Estadual de Campinas.

Fernando José Von Zuben

VON ZUBEN, F. J.. Algoritmos Meméticos Aplicados aos Problemas de Sequenciamento em Máquinas. 1999. Dissertação (Mestrado em Engenharia Elétrica) - Universidade Estadual de Campinas.

Fernando José Von Zuben

VON ZUBEN, F. J.. O Framework NP-Opt e suas Aplicações a Problemas de Otimização. 2003. Tese (Doutorado em Engenharia Elétrica) - Universidade Estadual de Campinas.

Paulo Morelato França

FRANÇA, P. M.. Algoritmos Meméticos Aplicados aos Problemas de Sequenciamento em Máquinas. 1999. Dissertação (Mestrado em Engenharia Elétrica) - Universidade Estadual de Campinas.

Paulo Morelato França

FRANÇA, P. M.. O Framework NP-OPT e suas Aplicações a Problemas de Otimização. 2003. Tese (Doutorado em Engenharia Elétrica) - Universidade Estadual de Campinas.

Christiano Lyra Filho

FRANCA, P. M.; LINHARES, A.; CLARK, A.;LYRA, CZUBEN, Fernando José Von; ARMENTANO, V. A.. O Framework NP-Opt e Suas Aplicações a Problemas de Otimização. 2003. Tese (Doutorado em Engenharia Elétrica) - Universidade Estadual de Campinas.

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Orientou

Mr

Michael Reynolds; Computer Search in Graph Labelling and Related Problems; Início: 2010; Tese (Doutorado em Computer Science) - The University of Newcastle Australia, Australian Postgraduate Award; (Orientador);

Mr

Sean Van Zyl; Cross matching of gene annotations in large medical databases; 2008; Trabalho de Conclusão de Curso; (Graduação em Software Engineering) - The University of Newcastle Australia; Orientador: Alexandre de Sousa Mendes;

Mr

Justin Lipscombe; Cross matching of gene annotations in large medical databases; 2008; Trabalho de Conclusão de Curso; (Graduação em Software Engineering) - The University of Newcastle Australia; Orientador: Alexandre de Sousa Mendes;

Mr

Stephen Wong; Design and Coding of an Object-Oriented Optimization Platform; 2008; Trabalho de Conclusão de Curso; (Graduação em Software Engineering) - The University of Newcastle Australia; Orientador: Alexandre de Sousa Mendes;

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Foi orientado por

Evelin maria Abreu Teixeira

Generalização do modelo de Programação Horária de uma Célula Flexívle de Manufatura; 1995; Iniciação Científica - Fundação Centro Tecnológico para Informática, Conselho Nacional de Desenvolvimento Científico e Tecnológico; Orientador: Evelin Maria Abreu Teixeira;

Paulo Morelato França

O Framework NP-Opt e suas Aplicações a Problemas de Otimização; 2003; Tese (Doutorado em Engenharia Elétrica) - Universidade Estadual de Campinas, Fundação de Amparo à Pesquisa do Estado de São Paulo; Orientador: Paulo Morelato França;

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Produções bibliográficas

  • 2017 KHAN, MARYAM MAHSAL ; Mendes, Alexandre ; ZHANG, PING ; CHALUP, STEPHAN K. . Evolving multi-dimensional wavelet neural networks for classification using Cartesian Genetic Programming. NEUROCOMPUTING , v. 247, p. 39-58, 2017.

  • 2016 FENN, SHANNON ; Mendes, Alexandre ; BUDDEN, DAVID M. . Addressing the non-functional requirements of computer vision systems: a case study. MACHINE VISION AND APPLICATIONS , v. 27, p. 77-86, 2016.

  • 2016 HOULISTON, TRENT ; FOUNTAIN, JAKE ; LIN, YUQING ; Mendes, Alexandre ; METCALFE, MITCHELL ; WALKER, JOSIAH ; CHALUP, STEPHAN K. . NUClear: A Loosely Coupled Software Architecture for Humanoid Robot Systems. Frontiers in Robotics and AI , v. 3, p. 1-20, 2016.

  • 2015 ISBISTER, GEOFFREY K. ; MADUWAGE, KALANA ; SAIAO, ANA ; BUCKLEY, NICHOLAS A. ; JAYAMANNE, SHALUKA F. ; SEYED, SHAHMY ; MOHAMED, FAHIM ; CHATHURANGA, UMESH ; Mendes, Alexandre ; ABEYSINGHE, CHANDANA ; KARUNATHILAKE, HARINDRA ; GAWARAMMANA, INDIKA ; LALLOO, DAVID G. ; DE SILVA, H. JANAKA . Population Pharmacokinetics of an Indian F(ab')2 Snake Antivenom in Patients with Russell's Viper (Daboia russelii) Bites. PLoS Neglected Tropical Diseases (Online) , v. 9, p. e0003873, 2015.

  • 2015 FLANNERY, MADISON ; BUDDEN, DAVID M. ; Mendes, Alexandre . FlexDM: Simple, parallel and fault-tolerant data mining using WEKA. Source Code for Biology and Medicine , v. 10, p. 13, 2015.

  • 2014 MENDES, A. ; CARDOSO, R. L. ; MÁRIO, P. C. ; MARTINEZ, A. L. ; FERREIRA, F. R. . INSOLVENCY PREDICTION IN THE PRESENCE OF DATA INCONSISTENCIES. Intelligent Systems in Accounting, Finance & Management , v. 21, p. n/a-n/a, 2014.

  • 2012 Ravetti, Martín Gómez ; Riveros, Carlos ; Mendes, Alexandre ; Resende, Mauricio G. C. ; Pardalos, Panos M. . Parallel hybrid heuristics for the permutation flow shop problem. Annals of Operations Research (Dordrecht. Online) , v. 193, p. 1-16, 2012.

  • 2012 MENDES, A. ; MENDES, ALEXANDRE ; Boland, Natashia ; Guiney, Patrick ; Riveros, Carlos . Switch and Tap-Changer Reconfiguration of Distribution Networks Using Evolutionary Algorithms. IEEE Transactions on Power Systems , v. PP, p. 1-8, 2012.

  • 2010 Ikin, A. ; Riveros, C. ; Moscato, P. ; MENDES, A. . The Gene Interaction Miner: a new tool for data mining contextual information for protein-protein interaction analysis. Bioinformatics (Oxford. Print) , v. 26, p. 283-284, 2010.

  • 2010 Linhares, Alexandre ; Freitas, Anna Elizabeth T.A. ; Mendes, Alexandre ; Silva, Jarbas S. . Entanglement of perception and reasoning in the combinatorial game of chess: Differential errors of strategic reconstruction. Cognitive Systems Research , v. 13, p. 72-86, 2010.

  • 2009 Rosso, Osvaldo A. ; Mendes, Alexandre ; Berretta, Regina ; Rostas, John A. ; Hunter, Mick ; Moscato, Pablo . Distinguishing childhood absence epilepsy patients from controls by the analysis of their background brain electrical activity (II): A combinatorial optimization approach for electrode selection. Journal of Neuroscience Methods , v. 181, p. 257-267, 2009.

  • 2009 Rosso, Osvaldo A. ; Mendes, Alexandre ; Rostas, John A. ; Hunter, Mick ; Moscato, Pablo . Distinguishing childhood absence epilepsy patients from controls by the analysis of their background brain electrical activity. Journal of Neuroscience Methods , v. 177, p. 461-468, 2009.

  • 2007 Berretta, Regina ; Mendes, Alexandre ; Moscato, Pablo . Selection of Discriminative Genes in Microarray Experiments Using Mathematical Programming. Journal of Research and Practice in Information Technology , v. 39, p. 287-299, 2007.

  • 2007 MOSCATO, P ; MENDES, A ; BERRETTA, R . Benchmarking a memetic algorithm for ordering microarray data. Biosystems (Amsterdam. Print) , v. 88, p. 56-75, 2007.

  • 2005 MENDES, A. ; Franca, P.M. ; Lyra, C. ; Pissarra, C. ; Cavellucci, C. . Capacitor placement in large-sized radial distribution networks. IEE Proceedings. Generation, Transmission & Distribution (Cessou em 2006. Cont. ISSN 1751-8687 IET Generation, Transmission & Distribution (Print)) , v. 152, p. 496, 2005.

  • 2005 FRANCA, P ; GUPTA, J ; MENDES, A ; MOSCATO, P ; VELTINK, K . Evolutionary algorithms for scheduling a flowshop manufacturing cell with sequence dependent family setups. Computers & Industrial Engineering , v. 48, p. 491-506, 2005.

  • 2004 MENDES, A. ; Linhares, A. . A multiple-population evolutionary approach to gate matrix layout. International Journal of Systems Science , v. 35, p. 13-23, 2004.

  • 2002 Mendes, Alexandre ; Franca, P.M. ; Moscato, Pablo . Fitness Landscapes for the Total Tardiness Single Machine Scheduling Problem. Neural Network World (Prague) , v. 2, p. 165-180, 2002.

  • 2002 Mendes, Alexandre ; Muller, Felipe ; Franca, Paulo ; Moscato, Pablo . Comparing meta-heuristic approaches for parallel machine scheduling problems. Production Planning & Control (Print) , v. 13, p. 143-154, 2002.

  • 2001 França, P ; Mendes, Alexandre . A memetic algorithm for the total tardiness single machine scheduling problem. European Journal of Operational Research , v. 132, p. 224-242, 2001.

  • 1998 TEIXEIRA, E. ; MENDES, A. . An extension of the model for the problem of workpiece scheduling in a flexible manufacturing cell. Production Planning & Control (Print) , v. 9, p. 176-180, 1998.

  • 1997 Evelin Teixeira ; Mendes, Alexandre . Modelo de Programacao Horaria de uma Celula Flexivel de Manufatura com Uso de Multiplas Ferramentas. Máquinas e Metais , v. 382, p. 123-129, 1997.

  • HOURANI, M. ; Berretta, Regina ; Mendes, Alexandre ; Moscato, Pablo . Genetic Signatures for a Rodent Model of Parkinson's Disease Using Combinatorial Optimization Methods. In: J. Keith. (Org.). Bioinformatics: Volume II: Structure, Function, and Applications. : Humana Press, 2008, v. , p. -.

  • Mendes, Alexandre ; SCOTT, R. ; Moscato, Pablo . Microarrays ? Identifying Molecular Portraits for Prostate Tumors with Different Gleason Patterns. In: R. Trent. (Org.). Clinical Bioinformatics - Methods in Molecular Medicine. : Humana Press, 2007, v. , p. -.

  • Moscato, Pablo ; C. Cotta ; Mendes, Alexandre . Memetic Algorithms. In: G. Onwubolu; B. Babu. (Org.). New Optimization Techniques in Engineering. : Springer-Verlag, 2004, v. , p. -.

  • Moscato, Pablo ; Mendes, Alexandre ; Linhares, Alexandre . VLSI design: gate matrix layout problem. In: G. Onwubolu; B. Babu. (Org.). New Optimization Techniques in Engineering. : Springer-Verlag, 2004, v. , p. -.

  • Moscato, Pablo ; Mendes, Alexandre ; C. Cotta . Scheduling and Production & Control. In: G. Onwubolu; B. Babu. (Org.). New Optimization Techniques in Engineering. : Springer-Verlag, 2004, v. , p. -.

  • BUDDEN, D. ; MENDES, A. . Unsupervised Recognition of Salient Colour for Real-Time Image Processing. In: Proceedings of the Robocup 2013 International Symposium, 2014, Eindhoven. Lecture Notes in Artificial Intelligence, 2013. v. 8371. p. 373-384.

  • FOUNTAIN, J. ; WALKER, J. ; BUDDEN, D. ; MENDES, A. ; CHALUP, S. . Motivated Reinforcement Learning for Improved Head Actuation of Humanoid Robots. In: Proceedings of the Robocup 2013 International Symposium, 2014, Eindhoven. Lecture Notes in Artificial Intelligence, 2013. v. 8371. p. 268-279.

  • ANNABLE, B. ; BUDDEN, D. ; MENDES, A. . NUbugger: A Visual Real-Time Robot Debugging System. In: Proceedings of the Robocup 2013 International Symposium, 2014, Eindhoven. Lecture Notes in Artificial Intelligence, 2013. v. 8371. p. 544-551.

  • KHAN, M. ; CHALUP, S. ; MENDES, A. . Evolving Wavelet Neural Networks for Breast Cancer Classification. In: AusDM2014, 2014, Brisbane. Proceedings of the AusDM2014 - Australasian Data Mining Conference, 2014. p. 1-10.

  • Boland, Natashia ; MCGOWAN, B. ; MENDES, A. ; RIGTERINK, F. . Modelling the Capacity of the Hunter Valley Coal Chain to Support Capacity Alignment of Maintenance Activities. In: MODSIM2013, 2013, Adelaide. Proceedings of the MODSIM2013 - 20th International Congress on Modelling and Simulation, 2013. p. 3302-3308.

  • BUDDEN, D. ; WALKER, J. ; FLANNERY, M. ; MENDES, A. . Probabilistic Gradient Ascent with Applications to Bipedal Robotic Locomotion. In: ACRA2013, 2013, Sydney. Proceedings of the ACRA2013 - Australasian Conference on Robotics and Automation, 2013. p. 1-9.

  • BUDDEN, D. ; FENN, S. ; Mendes, Alexandre ; CHALUP, S. . Evaluation of Colour Models for Computer Vision using Cluster Validation Techniques. In: Proceedings of the Robocup 2012 International Symposium, 2012, Mexico City. Lecture Notes in Artificial Intelligence, 2012.

  • BUDDEN, D. ; FENN, S. ; WALKER, J. ; MENDES, A . A Novel Approach to Ball Detection for Humanoid Robot Soccer. In: Proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, 2012, Sydney. Lecture Notes in Artificial Intelligence, 2012. v. 7691. p. 827-838.

  • CARDOSO, R. ; Mendes, Alexandre ; MARIO, P. ; MARTINEZ, A. ; FERREIRA, F. . Accounting Information Inconsistencies and their Effects on Insolvency Prediction Models. In: Proceedings of 34th Annual Congress of the European Accounting Association, 2011, Roma. Proceedings of 34th EAA, 2011.

  • Mendes, Alexandre . Identification of Breast Cancer Subtypes Using Multiple Gene Expression Microarray Datasets. In: Proceedings of the 24th Australasian Joint Conference on Artificial Intelligence, 2011, Perth. Lecture Notes in Computer Science, 2011. v. 7106. p. 92-101.

  • Mendes, Alexandre ; BOLAND, N. . Multi-objective optimisation of power restoration in electricity distribution systems. In: Proceedings of the 24th Australasian Joint Conference on Artificial Intelligence, 2011, Perth. Lecture Notes in Computer Science, 2011. v. 7106. p. 779-788.

  • Mendes, Alexandre ; BOLAND, N. ; GUINEY, P. ; RIVEROS, C. . (N-1) contingency planning in radial distribution networks using genetic algorithms. In: Proceedings of the 2010 IEEE/PES Transmission and Distribution Latin America, 2010, Sao Paulo. 2010 IEEE/PES T&D LA, 2010.

  • Mendes, Alexandre . Consensus clustering of gene expression microarray data using genetic algorithms. In: Proceedings of PRIB 2008 - Third IAPR International Conference on Pattern Recognition in Bioinformatics, 2008, Melbourne. IAPR2008, 2008. p. 181-192.

  • HOURANI, M. ; Mendes, Alexandre ; Berretta, Regina ; Moscato, Pablo . Genetic biomarkers for brain hemisphere differentiation in Parkinson's Disease. In: Proceedings of CMLS 2007 - Computational Models for Life Sciences, 2007, Gold Coast. CMLS 2007, 2007. p. 207-216.

  • INOSTROZA-PONTA, M. ; Mendes, Alexandre ; Berretta, Regina ; Moscato, Pablo . An integrated QAP-based approach to visualize patterns of gene expression similarity. In: Proceedings of ACAL 2007 - The Third Australian Conference on Artificial Life, 2007, Gold Coast. Lecture Notes in Computer Science, 2007. v. 4828. p. 156-167.

  • TUGA, M. ; Berretta, Regina ; Mendes, Alexandre . A Hybrid Simulated Annealing with Kempe Chain Neighborhood for University Timetabling Problem. In: Proceedings of the 6th IEEE International Conference on Computer and Information Science, 2007, Melbourne. IEEE ICCIS 2007, 2007. p. 400-405.

  • INOSTROZA-PONTA, M. ; Berretta, Regina ; Mendes, Alexandre ; Moscato, Pablo . An automatic graph layout procedure to visualize correlated data. In: Proceedings of the IFIP AI 2006 - IFIP Conference on Artificial Intelligence, 2006, Santiago. Artificial Intelligence in Theory and Practice, 2006. p. 179-188.

  • GARCIA, V. ; Franca, Paulo ; Mendes, Alexandre ; Moscato, Pablo . A Parallel Memetic Algorithm Applied to the Total Tardiness Machine Scheduling Problem. In: Proceedings of the IPDPS2006 - 20th IEEE International Parallel and Distributed Processing Symposium, 2006, Rhodes. IPDPS2006, 2006.

  • C. Cotta ; Berretta, Regina ; HOURANI, M. ; Mendes, Alexandre ; Moscato, Pablo . Hacia una mejor compression del perfil genético de la enfermedad de Alzheimer a través de metaheurísticas. In: Proceedings of the MAEB2005 - IV Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, 2005, Granada. MAEB2005, 2005. p. 221-228.

  • Moscato, Pablo ; Berretta, Regina ; Mendes, Alexandre . A New Memetic Algorithm for Ordering Datasets: Applications in Microarray Analysis. In: Proceedings of MIC2005 ? The 6th Metaheuristics International Conference, 2005, Vienna. MIC2005, 2005. p. 695-700.

  • Mendes, Alexandre ; C. Cotta ; GARCIA, V. ; Franca, Paulo ; Moscato, Pablo . Gene Ordering in Microarray Data Using Parallel Memetic Algorithms. In: Proceedings of ICPP2005 ? 34th International Conference on Parallel Processing, 2005, Oslo. ICPP2005, 2005. p. 604-611.

  • Moscato, Pablo ; Berretta, Regina ; HOURANI, M. ; Mendes, Alexandre ; C. Cotta . Genes related with Alzheimer's disease: A Comparison of Evolutionary Search, Statistical and Integer Programming Approaches. In: Proceedings of EvoBIO2005 ? 3rd European Workshop on Evolutionary Bioinformatics, 2005, Lausanne. Lecture Notes in Computer Science, 2005. v. 3449. p. 84-94.

  • Berretta, Regina ; Mendes, Alexandre ; Moscato, Pablo . Integer Programming Models and Algorithms for Molecular Classification of Cancer from Microarray Data. In: Proceedings of the 28th Australasian Computer Science Conference, 2005, Newcastle. Conferences in Research and Practice in Information Technology. Sydney: Australian Computer Society, 2005. v. 38. p. 361-370.

  • Moscato, Pablo ; L. Mathieson ; Mendes, Alexandre ; Berretta, Regina . The Electronic Primaries: Predicting the U.S. Presidency Using Feature Selection with Safe Data Reduction. In: Proceedings of the 28th Australasian Computer Science Conference, 2005, Newcastle. Conferences in Research and Practice in Information Technology. Sydney: Australian Computer Society, 2005. v. 38. p. 371-380.

  • AMORIM, J. ; Mendes, Alexandre ; MOORE, M. . Physics and Biology Teaching: An Introduction to Artificial Intelligence in High School. In: Proceedings of WCETE2004 ? World Conference on Engineering and Technology Education, 2004, Santos. Proceedings of WCETE2004, 2004. p. 1-5.

  • C. Cotta ; Mendes, Alexandre ; GARCIA, V. ; Franca, Paulo ; Moscato, Pablo . Applying Memetic Algorithms to the Analysis of Microarray Data. In: Proceedings of EvoBIO2003 ? 1st European Workshop on Evolutionary Bioinformatics, 2003, Colchester. Lecture Notes in Computer Science, 2003. v. 2611. p. 22-32.

  • Mendes, Alexandre ; AMORIM, J. ; R. Miskulin . Connecting Mathematics and Biology in the Information Society Schools: A Brazilian Perspective on Technology Usage. In: Proceedings of MEC2002 ? International Conference on The Humanistic Renaissance in Mathematics Education, 2002, Palermo. Proceedings of MEC2002, 2002. p. 258-262.

  • Mendes, Alexandre ; Pissarra, C. ; Franca, Paulo ; Lyra, C. ; Cavellucci, C. . Instalação de Capacitores para Redução de Perdas em Redes de Distribuição de Energia Elétrica. In: Proceedings of XIV CBA - Congresso Brasileiro de Automática, 2002, Natal. Proceedings of XIV CBA, 2002. p. 867-873.

  • Mendes, Alexandre ; Franca, Paulo ; Lyra, C. ; Pissarra, C. ; Cavellucci, C. . An Evolutionary Approach for Capacitor Placement in Distribution Networks. In: Proceedings of EIS2002 ? Third International NAISO Symposium on Engineering of Intelligent Systems, 2002, Malaga. Proceedings of EIS2002, 2002. p. 1-6.

  • Mendes, Alexandre ; Franca, Paulo ; Moscato, Pablo ; GARCIA, V. . Population Studies for the Gate Matrix Layout Problem. In: Proceedings of IBERAMIA2002 ? VIII Iberoamerican Conference on Artificial Intelligence, 2002, Sevilha. Lecture Notes in Artificial Intelligence, 2002. v. 2527. p. 319-328.

  • GARCIA, V. ; Mendes, Alexandre ; Franca, Paulo ; Moscato, Pablo . Algoritmo Memético Paralelo Aplicado a Problemas de Sequenciamento em Máquina Simples. In: Proceedings of XXXIII SOBRAPO - Simpósio Brasileiro de Pesquisa Operacional, 2001, Campos do Jordao. Proceedings of XXXIII SOBRAPO, 2001. p. 971-981.

  • Mendes, Alexandre ; Franca, Paulo ; Moscato, Pablo . NPOpt: An Optimization Framework for NP Problems. In: Proceedings of the IV SIMPOI/POMS2001 ? International Conference of the Production and Operations Management Society, 2001, Guaruja. Proceedings of the IV SIMPOI/POMS2001, 2001. p. 82-89.

  • SILVA, A. ; OHISHI, T. ; Mendes, Alexandre ; Franca, Paulo ; DELGADO, E. . Using Genetic Algorithm and Simplex Method to Stabilize an Oil Treatment Plant Inlet Flow. In: Proceedings of IPC2000 ? International Pipeline Conference, 2000, Calgary. Proceedings of IPC2000, 2000. p. 1459-1466.

  • Mendes, Alexandre ; Franca, Paulo ; Moscato, Pablo . Fuzzy-Evolutionary Algorithms Applied to Scheduling Problems. In: Proceedings of POM2000 ? First World Conference on Production and Operations Management, 2000, Sevilha. Proceedings of POM2000, 2000. p. 1-10.

  • Mendes, Alexandre ; Muller, Felipe ; Franca, Paulo ; Moscato, Pablo . Comparing Meta-Heuristic Approaches for Parallel Machine Scheduling Problems with Sequence-Dependent Setup Times. In: Proceedings of CARS & FOF?99 ? 15th International Conference on CAD/CAM Robotics & Factories of the Future, 1999, Aguas de Lindoia. Proceedings of CARS & FOF?99, 1999. p. 1-6.

  • SILVA, A. ; FERNANDES, J. ; OHISHI, T. ; Mendes, Alexandre ; Franca, Paulo ; DELGADO, E. . Intelligent Control of Oil Transportation in a Pipeline Network by Genetic Algorithm and Simplex Method. In: Proceedings of XV COBEM - Congresso Brasileiro de Engenharia Mecânica, 1999, Aguas de Lindoia. Proceedings of XV COBEM, 1999. p. 20-25.

  • Franca, Paulo ; GUPTA, J ; Mendes, Alexandre ; Moscato, Pablo ; VELTINK, K . Novos resultados para o problema de flowshop com famílias de tarefas e tempos de preparação. In: Proceedings of XXXI SOBRAPO - Simpósio Brasileiro de Pesquisa Operacional, 1999, Juiz de Fora. Proceedings of XXXI SOBRAPO, 1999. p. 394-401.

  • TEIXEIRA, E. ; Mendes, Alexandre . Modelo de programação horária de uma célula flexível de manufatura com uso de multiplas ferramentas. In: Proceedings of ENEGEP 1997 - Encontro Nacional de Engenharia de Producao, 1997, Gramado. Proceedings of ENEGEP 1997, 1997.

  • Franca, Paulo ; GUPTA, J ; Mendes, Alexandre ; Moscato, Pablo ; VELTINK, K . Metaheuristic Approaches for the Pure Flowshop Manufacturing Cell Problem. In: Proceedings of PMS2000 ? 7th International Workshop on Project Management and Scheduling, 2000, Osnabruck. Proceedings of PMS2000, 2000. p. 128-130.

  • Franca, Paulo ; Mendes, Alexandre ; Moscato, Pablo . Memetic Algorithms to minimize tardiness on a single machine with sequence-dependent setup times. In: Proceedings of DSI?99 ? 5th International Conference of the Decision Sciences Institute, 1999, Atenas. Proceedings of DSI?99, 1999. p. 1708-1710.

  • Franca, Paulo ; Mendes, Alexandre ; Moscato, Pablo . Algoritmos Meméticos e o Sequenciamento em Máquina Simples com Setup Times e Restrições de Datas de Entrega. In: Proceedings of XXX SOBRAPO - Simpósio Brasileiro de Pesquisa Operacional, 1998, Curitiba. Proceedings of XXX SOBRAPO, 1998. p. 315-317.

  • Franca, Paulo ; Moscato, Pablo ; Muller, Felipe ; Mendes, Alexandre ; BURIOL, L. . O Projeto Memepool: Um Framework para Otimização Combinatória. In: Proceedings of XXX SOBRAPO - Simpósio Brasileiro de Pesquisa Operacional, 1998, Curitiba. Proceedings of XXX SOBRAPO, 1998. p. 20-22.

  • ISBISTER, G. ; MADUWAGE, K. ; SAIAO, A. ; BUCKLEY, N. ; JAYAMANNE, S. ; SEYED, S. ; MOHAMED, F. ; MENDES, A. ; ABEYSINGHE, C. ; KARUNATHILAKE, H. ; GAWARAMMANA, I. ; LALLOO, D. ; DE SILVA, J. . Population pharmacokinetics of an Indian F(ab?)2 snake antivenom in patients with Russell?s viper bite. In: XXXV International Congress of the European Association of Poisons Centres and Clinical Toxicologists, 2015, St. Julian's. Clinical Toxicology, 2015. v. 53. p. 240-241.

  • CHALUP, S. ; CHEN, Z. ; KHAN, J. ; MENDES, A. ; RENTON, C. . Developing an Autonomous Swarm of Small Helicopters: Controlling Cooperative Team Behaviour for Search and Surveillance. In: FLFC2014, 2014, Brisbane. Proceedings of the FLFC2014 - Future Land Force Conference, 2014. p. 1-2.

  • TEIXEIRA, E. ; Mendes, Alexandre . Modelo de programação horária em uma Célula Flexível de Manufatura com uso de ferramentas: Análise da constante G na convergência. In: Proceedings of XIX CNMAC - Congresso Nacional de Matemática Aplicada e Computacional, 1996, Goiania. Proceedings of XIX CNMAC, 1996. p. 230-231.

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Projetos de pesquisa

  • 2017 - Atual

    Short term solar forecasting over a gridded area using a network of skycams and other sources, Situação: Em andamento; Natureza: Pesquisa. , Alunos envolvidos: Doutorado: (1) . , Integrantes: Alexandre de Sousa Mendes - Coordenador / Stephan Chalup - Integrante / Sam West - Integrante.

  • 2017 - Atual

    Predicting agglomerate distribution using evolutionary optimisation techniques, Situação: Em andamento; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) . , Integrantes: Alexandre de Sousa Mendes - Coordenador / Roberto Moreno-Atanasio - Integrante.

  • 2017 - Atual

    Vision processing for localisation and transport safety - track detection, Situação: Em andamento; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) / Doutorado: (1) . , Integrantes: Alexandre de Sousa Mendes - Integrante / Stephan Chalup - Coordenador.

  • 2017 - Atual

    Amostragem de dados em redes de sensores sem fio: integração de aplicações e ferramentas, Situação: Em andamento; Natureza: Pesquisa. , Integrantes: Alexandre de Sousa Mendes - Integrante / Rosso, Osvaldo A. - Integrante / Andre Luis Lins de Aquino - Coordenador / Alejandro Frery - Integrante / Heitor Ramos - Integrante / Joel Rogrigues - Integrante / Antonio Loureiro - Integrante.

  • 2015 - 2016

    Image processing techniques for the automatic identification of available places in unstructured parking lots, Situação: Concluído; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) . , Integrantes: Alexandre de Sousa Mendes - Coordenador / Stephan Chalup - Integrante.

  • 2013 - Atual

    Smart-CPMAT: Configuring intelligent buildings with wireless sensor networks, Descrição: The project will implement monitoring, coordination and control strategies for different types of wireless sensors in the context of intelligent buildings.. , Situação: Em andamento; Natureza: Pesquisa. , Integrantes: Alexandre de Sousa Mendes - Coordenador / Rosso, Osvaldo A. - Integrante / Andre Luis Lins de Aquino - Integrante / Luiz Marcos Garcia Goncalves - Integrante.

  • 2012 - Atual

    Mathematics and Computing for Integrated Stockyard-centric Management of Mining Supply Chains, Descrição: Blended mineral products are very important for Australia?s economy. Blending is carried out in stockpiles, often at multiple points in the mining supply chain, and challenges in stockyard and supply chain operation can negatively impact the value sought from blending. Whilst blending has long been tackled with mathematical programming techniques, little has been done to integrate blending with stockyard management and supply chain planning. This project will develop new mathematical and computational tools for operational stockyard and supply chain planning, to maximize the value realised from blended products, and the efficiency with which they are delivered through the supply chain.. , Situação: Em andamento; Natureza: Pesquisa. , Alunos envolvidos: Doutorado: (2) . , Integrantes: Alexandre de Sousa Mendes - Integrante / Natashia Boland - Coordenador / P. Stuckley - Integrante / F. Engineer - Integrante / M. Savelsberg - Integrante / A. Ernst - Integrante., Financiador(es): Hunter Valley Coal Chain Coordinator - Auxílio financeiro / QMastor - Auxílio financeiro / Australian Research Council - Auxílio financeiro.

  • 2011 - Atual

    NUbots - Robotic soccer team, Descrição: The Newcastle NUbots is a team of autonomous robots that play soccer. The group exists since 2002 and has won several international competitions, including the Robocup in 2006. Students are in charge of the team, under the supervision of academics. As one of the coordinators, I am helping the development of better algorithms for computer vision (colour- and shape-based automatic object detection) and behaviour (collaborative agents). , Situação: Em andamento; Natureza: Pesquisa. , Integrantes: Alexandre de Sousa Mendes - Coordenador / Stephan Chalup - Integrante / Robert King - Integrante.

  • 2009 - 2010

    Optimal Switching Strategies to maintain Load Balancing in No-Failure / Minimum- Impact Outage Scenarios, Descrição: This project aims at creating a software tool that will constantly run/update a power flow model for a given network, identify possible critical network elements, and suggest network switching states to reduce the impact of outages in case of localized failures; and keep a balanced network load.. , Situação: Concluído; Natureza: Pesquisa. , Integrantes: Alexandre de Sousa Mendes - Coordenador / Natashia Boland - Integrante., Financiador(es): Energy Australia - Auxílio financeiro., Número de produções C, T & A: 1

  • 2008 - 2009

    Consensus clustering of samples using gene expression microarray data, Descrição: This project aims at studying and developing a robust, multiple dataset clustering method, based on evolutionary algorithms and statistical analysis for validation of results. The method?s performance will be assessed using two large-scale gene expression microarray datasets from breast cancer patients. The goal is to provide a method that separates the samples in the two datasets into clusters, such that genes selected as biomarkers for the partition have the same expression profile across the datasets. This method will configure a new approach to the identification of subtypes of diseases based purely on molecular information. Also, the technique employed will be general ? that is, it could be used in the future in any clustering problem with data measured as real values.. , Situação: Concluído; Natureza: Pesquisa. , Integrantes: Alexandre de Sousa Mendes - Coordenador., Financiador(es): The University of Newcastle Australia - Auxílio financeiro., Número de produções C, T & A: 1

  • 2008 - 2009

    Establishing a Research-teaching Nexus in Bioinformatics and Information-Based Medicine, Descrição: The primary aim of this proposal is to establish a nexus between the teaching of bioinformatics and related areas to students in the Bachelor of Biomedical Sciences degree and the research activities of the University's Priority Research Centre for Bioinformatics, Biomarker Discovery and Information Based Medicine. It is proposed to do this by having students perform mini-research projects under the supervision of PRC researchers where they will conduct novel bioinformatics analyses of real research data provided by the researchers (as opposed to unoriginal, ?textbook? analyses of existing online data, as done at present). This will entail students carrying out original research projects in small groups (3 students per project) and giving a joint presentation on the proposed project as a group. Each student will be required to submit independent, individual mini-research reports including a critical literature review and a description of the methods and approaches used, the results obtained and the interpretation of those results. This approach has been used successfully in the past in other courses within the Bachelor of Biomedical Sciences degree.. , Situação: Concluído; Natureza: Pesquisa. , Integrantes: Alexandre de Sousa Mendes - Integrante / Rodney Scott - Integrante / Carlos Riveros - Integrante / L. Milward - Coordenador / D. Laver - Integrante / D. Johnstone - Integrante., Financiador(es): The University of Newcastle Australia - Auxílio financeiro.

  • 2006 - 2007

    Computational methods for breast cancer profiling using genome-wide data, Descrição: This research has two aims: - Part 1: To use methods for supervised feature selection based on combinatorial optimization mathematical models aimed to uncover the genetic signatures for several subtypes of breast cancers from Van?t Veer?s datasets. We also aim to uncover some signatures (combining molecular with clinical information) that will also associate to histologic grade, lymph node, estrogen/progesterone receptor and HER2/neu expression. The quality of the signatures will also be assessed by statistical methods. - Part 2: To develop several unsupervised clustering algorithms to divide Van?t Veer?s breast cancer samples into groups. These algorithms will also employ cross-validation to make the division. Then, we will check the clinical characteristics within each group looking for similarities and differences. For the groups for which such similarities exist, we will find molecular profiles that will allow the characterization of breast cancer as a disease with clear molecular subtypes that correlate well with clinical markers (conventionally used for diagnosis and treatment).. , Situação: Concluído; Natureza: Pesquisa. , Integrantes: Alexandre de Sousa Mendes - Coordenador / P. Mahata - Integrante., Financiador(es): Hunter Medical Research Institute - Auxílio financeiro., Número de produções C, T & A: 1

  • 2006 - 2007

    A New Web Data Mining Tool for Functional Genomics Analysis, Descrição: The main aim of this project is to develop a new automatic functional genomics data analysis tool based on text mining. We will develop a software tool that makes an automatic search on the IHOP database (Information Hyperlinked over Proteins - http://www.ihop-net.org/UniPub/iHOP/) using the symbols of a list of genes as keywords. The software will perform a text mining task on the publications retrieved, looking for genes cited under the same context and then present the results in a graphical fashion, allowing the assessment of connections between genes helping the user to infer genetic networks and signaling pathways.. , Situação: Concluído; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) . , Integrantes: Alexandre de Sousa Mendes - Coordenador., Financiador(es): The University of Newcastle Australia - Auxílio financeiro., Número de produções C, T & A: 1

Seção coletada automaticamente pelo Escavador

Prêmios

2012

Best Student Paper award, 25th Australasian Joint Conference on Artificial Intelligence, Sydney, Australia.

2011

Pro-Vice Chancellor's Award for Research Excellence, Faculty of Engineering and Built Environment. The University of Newcastle..

2003

Best Paper award, EvoBIO2003 - 1st European Workshop on Evolutionary Bioinformatics, Colchester, England..

Histórico profissional

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Endereço profissional

  • The University of Newcastle Australia, School of Electrical Engineering and Computer Science. , University Drive, Callaghan, 2308 - Callaghan, - Austrália, Telefone: (2) 49216172

Seção coletada automaticamente pelo Escavador

Experiência profissional

2013 - Atual

Universidade Federal de Alagoas

Vínculo: , Enquadramento Funcional:

2012 - Atual

The University of Newcastle Australia

Vínculo: Servidor Público, Enquadramento Funcional: Senior Lecturer, Carga horária: 40, Regime: Dedicação exclusiva.

2007 - 2011

The University of Newcastle Australia

Vínculo: Servidor Público, Enquadramento Funcional: Lecturer, Carga horária: 40, Regime: Dedicação exclusiva.

2002 - 2002

Universidad de Malaga

Vínculo: Colaborador, Enquadramento Funcional: Doutorado sanduiche, Carga horária: 40

1996 - 1997

Fundação Centro Tecnológico para Informática

Vínculo: Bolsista, Enquadramento Funcional: Iniciacao Cientifica