Artigos com autorizações de acesso público - Johan SuykensSaiba mais
Não disponíveis em nenhum local: 32
Transductive LSTM for time-series prediction: An application to weather forecasting
Z Karevan, JAK Suykens
Neural Networks 125, 1-9, 2020
Autorizações: Research Foundation (Flanders), European Commission
Automated structural health monitoring based on adaptive kernel spectral clustering
R Langone, E Reynders, S Mehrkanoon, JAK Suykens
Mechanical Systems and Signal Processing 90, 64-78, 2017
Autorizações: Research Foundation (Flanders), European Commission
Deep hybrid neural-kernel networks using random Fourier features
S Mehrkanoon, JAK Suykens
Neurocomputing 298, 46-54, 2018
Autorizações: Research Foundation (Flanders)
Noise level estimation for model selection in kernel PCA denoising
C Varon, C Alzate, JAK Suykens
IEEE transactions on neural networks and learning systems 26 (11), 2650-2663, 2015
Autorizações: Research Foundation (Flanders), European Commission
Kernelized elastic net regularization: Generalization bounds, and sparse recovery
Y Feng, SG Lv, H Hang, JAK Suykens
Neural computation 28 (3), 525-562, 2016
Autorizações: Research Foundation (Flanders), National Natural Science Foundation of China …
Sparse kernel spectral clustering models for large-scale data analysis
C Alzate, JAK Suykens
Neurocomputing 74 (9), 1382-1390, 2011
Autorizações: Research Foundation (Flanders)
Sequentially activated groups in neural networks
MA Komarov, GV Osipov, JAK Suykens
Europhysics Letters 86 (6), 60006, 2009
Autorizações: Research Foundation (Flanders)
A novel neural grey system model with Bayesian regularization and its applications
X Ma, M Xie, JAK Suykens
Neurocomputing 456, 61-75, 2021
Autorizações: Research Foundation (Flanders), National Natural Science Foundation of China …
Deep convolutional learning for general early design stage prediction models
S Singaravel, J Suykens, P Geyer
Advanced Engineering Informatics 42, 100982, 2019
Autorizações: Research Foundation (Flanders), German Research Foundation, European Commission
A two-experiment approach to Wiener system identification
G Bottegal, R Castro-Garcia, JAK Suykens
Automatica 93, 282-289, 2018
Autorizações: Research Foundation (Flanders), European Commission, Belgian Science Policy …
Multi-view LS-SVM regression for black-box temperature prediction in weather forecasting
L Houthuys, Z Karevan, JAK Suykens
2017 International Joint Conference on Neural Networks (IJCNN), 1102-1108, 2017
Autorizações: Research Foundation (Flanders), European Commission
A regularized formulation for spectral clustering with pairwise constraints
C Alzate, JAK Suykens
2009 International Joint Conference on Neural Networks, 141-148, 2009
Autorizações: Research Foundation (Flanders)
Variety of synchronous regimes in neuronal ensembles
MA Komarov, GV Osipov, JAK Suykens
Chaos: An Interdisciplinary Journal of Nonlinear Science 18 (3), 2008
Autorizações: Research Foundation (Flanders)
Stability of coupled local minimizers within the Lagrange programming network framework
X Lou, JAK Suykens
IEEE Transactions on Circuits and Systems I: Regular Papers 60 (2), 377-388, 2012
Autorizações: Research Foundation (Flanders)
A semi-supervised formulation to binary kernel spectral clustering
C Alzate, JAK Suykens
Proc. of the 2012 IEEE World Congress on Computational Intelligence (IEEE …, 2012
Autorizações: Research Foundation (Flanders)
Out-of-sample eigenvectors in Kernel Spectral Clustering
C Alzate, JAK Suykens
Proc. of IJCNN 2011, San Jose, 2349-2356, 2011
Autorizações: Research Foundation (Flanders)
Short-term traffic flow prediction based on the efficient hinging hyperplanes neural network
Q Tao, Z Li, J Xu, S Lin, B De Schutter, JAK Suykens
IEEE Transactions on Intelligent Transportation Systems 23 (9), 15616-15628, 2022
Autorizações: Research Foundation (Flanders), National Natural Science Foundation of China …
Metastable states and transient activity in ensembles of excitatory and inhibitory elements
MA Komarov, GV Osipov, JAK Suykens
Europhysics Letters 91 (2), 20006, 2010
Autorizações: Research Foundation (Flanders)
Differentiation between brain metastases and glioblastoma multiforme based on MRI, MRS and MRSI
J Luts, JAK Suykens, S Van Huffel, T Laudadio, S Van Cauter, ...
2009 22nd IEEE International Symposium on Computer-Based Medical Systems, 1-8, 2009
Autorizações: Research Foundation (Flanders)
Tensor learning in multi-view kernel PCA
L Houthuys, JAK Suykens
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
Autorizações: Research Foundation (Flanders), European Commission
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