Filippo Maria Bianchi
Filippo Maria Bianchi
Research scientist at Norwegian Research Centre
Verifisert e-postadresse på uit.no - Startside
TittelSitert avÅr
Short-term electric load forecasting using echo state networks and PCA decomposition
FM Bianchi, E De Santis, A Rizzi, A Sadeghian
Ieee Access 3, 1931-1943, 2015
672015
An overview and comparative analysis of recurrent neural networks for short term load forecasting
FM Bianchi, E Maiorino, MC Kampffmeyer, A Rizzi, R Jenssen
arXiv preprint arXiv:1705.04378, 2017
632017
Prediction of telephone calls load using echo state network with exogenous variables
FM Bianchi, S Scardapane, A Uncini, A Rizzi, A Sadeghian
Neural Networks 71, 204-213, 2015
612015
Investigating echo-state networks dynamics by means of recurrence analysis
FM Bianchi, L Livi, C Alippi
IEEE transactions on neural networks and learning systems 29 (2), 427-439, 2016
452016
Time series cluster kernel for learning similarities between multivariate time series with missing data
KØ Mikalsen, FM Bianchi, C Soguero-Ruiz, R Jenssen
Pattern Recognition 76, 569-581, 2018
372018
A Granular Computing approach to the design of optimized graph classification systems
FM Bianchi, L Livi, A Rizzi, A Sadeghian
Soft Computing, 1-20, 2013
302013
Recurrent Neural Networks for Short-Term Load Forecasting: An Overview and Comparative Analysis
FM Bianchi, E Maiorino, MC Kampffmeyer, A Rizzi, R Jenssen
Springer, 2017
292017
Training echo state networks with regularization through dimensionality reduction
S Løkse, FM Bianchi, R Jenssen
Cognitive Computation 9 (3), 364-378, 2017
262017
Determination of the edge of criticality in echo state networks through Fisher information maximization
L Livi, FM Bianchi, C Alippi
IEEE transactions on neural networks and learning systems 29 (3), 706-717, 2017
262017
Identifying user habits through data mining on call data records
FM Bianchi, A Rizzi, A Sadeghian, C Moiso
Engineering Applications of Artificial Intelligence 54, 49-61, 2016
242016
Two density-based k-means initialization algorithms for non-metric data clustering
FM Bianchi, L Livi, A Rizzi
Pattern Analysis and Applications 19 (3), 745-763, 2016
192016
Local short term electricity load forecasting: Automatic approaches
TH Dang-Ha, FM Bianchi, R Olsson
2017 International Joint Conference on Neural Networks (IJCNN), 4267-4274, 2017
182017
Graph neural networks with convolutional ARMA filters
FM Bianchi, D Grattarola, L Livi, C Alippi
arXiv preprint arXiv:1901.01343, 2019
172019
Multiplex visibility graphs to investigate recurrent neural network dynamics
FM Bianchi, L Livi, C Alippi, R Jenssen
Scientific reports 7, 44037, 2017
172017
Data-driven detrending of nonstationary fractal time series with echo state networks
E Maiorino, FM Bianchi, L Livi, A Rizzi, A Sadeghian
Information Sciences 382, 359-373, 2017
142017
Deep kernelized autoencoders
M Kampffmeyer, S Løkse, FM Bianchi, R Jenssen, L Livi
Scandinavian Conference on Image Analysis, 419-430, 2017
122017
Modeling the thermodynamics and kinetics of sulfuric acid-dimethylamine-water nanoparticle growth in the CLOUD chamber
L Ahlm, T Yli-Juuti, S Schobesberger, AP Praplan, J Kim, OP Tikkanen, ...
Aerosol Science and Technology 50 (10), 1017-1032, 2016
112016
Dissimilarity space embedding of labeled graphs by a clustering-based compression procedure
L Livi, FM Bianchi, A Rizzi, A Sadeghian
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
112013
An agent-based algorithm exploiting multiple local dissimilarities for clusters mining and knowledge discovery
FM Bianchi, E Maiorino, L Livi, A Rizzi, A Sadeghian
Soft Computing 21 (5), 1347-1369, 2017
102017
Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks
AS Strauman, FM Bianchi, KØ Mikalsen, M Kampffmeyer, C Soguero-Ruiz, ...
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
92018
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Artikler 1–20