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