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LASCA applied to wind-hydro coordination
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V. Miranda, J. da Hora Martins and V. Palma, "Optimizing large scale problems with metaheuristics in a reduced space mapped by autoencoders – application to ...
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LASCA Final Report
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Final report submitted to FCT, October 2013
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Timeline final
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Timeline updated
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Eduardo Pires
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Diego Issicaba
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Jean Sumaili
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André Monteiro
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Erika Pequeno
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Cátia Silva
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Vera Palma
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Joana Hora
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LASCA with autoencoders
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A sequence of steps implements the LASCA strategy
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OBJ function
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Autoencoder
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The LASCA strategy
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Tutorial on the LASCA Code
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This report includes a brief description on how to use the C++ projects with the LASCA technique (i.e. the project with optimization functions, and the project ...
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Final report
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This folder contains the final report and complementary documents
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Progress reports
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This folder contains the progress reports generated by the LASCA team.
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Autoassociative Neural Networks and fault diagnosis
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Adriana Garcez Castro, Vladimiro Miranda, Shigeaki Leite Lima, Transformer fault diagnosis based on autoassociative neural networks , ISAP 2011 - 16th ...
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Autoencoders in fault diagnosis
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Vladimiro Miranda, Shigeaki Leite Lima, Adriana G. Castro, Osvaldo Saavedra, Redes Neurais Autoassociativas Aplicadas ao Diagnóstico de Falhas em ...
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Topology discovery with autoencoders (in Portuguese)
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Jakov Krstulovic, Vladimiro Miranda, Hrvoje Keko, Jorge Correia Pereira, Descoberta da topologia do sistema na ausência de sinais com redes neurais ...
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Autoencoder training with unsupervised learning
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Vladimiro Miranda, Jakov Krstulovic, Joana Hora, Vera Palma Ferreira, José Carlos Príncipe, Breaker status uncovered by autoencoders under unsupervised maximum ...
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Densification of small sets
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Jean Sumaili, Vladimiro Miranda, Liviane Rego, Adamo Santana, Renato Francês, A densification trick using mean shift to allow demand forecasting in special ...
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Autoencoders and missing data
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Vladimiro Miranda, Jakov Krstulovic, Hrvoje Keko, Cristiano Moreira, Jorge Pereira, Reconstructing missing data in State Estimation with autoencoders, IEEE ...
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Auto-associative fault diagnoser
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Vladimiro Miranda, Adriana Castro, Diagnosing faults in power transformers with autoassociative neural networks and mean shift., IEEE Transactions on Power ...
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Auto-associative topology estimator
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Jakov Krstulovic, Vladimiro Miranda, Antônio Simões Costa, Jorge Correia Pereira, Towards an auto-associative topology state estimator, IEEE Transactions on ...
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Topology discovery - comparison of approaches
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Cátia S. P. Silva, Jakov Krstulovic, Joana H. Martins, Vera Palma, Vladimiro Miranda and José C. Príncipe, “Extracting topology information from electric ...
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The LASCA Strategy
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Vladimiro Miranda, Vera Palma Ferreira and Joana Hora Martins, “Optimizing large scale problems in a reduced space mapped by autoencoders”, in the process of ...
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The Lasca project presentation
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