Rocco Langone
Rocco Langone
Researcher, KU Leuven
Verifierad e-postadress på esat.kuleuven.be - Startsida
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Kernel spectral clustering for big data networks
R Mall, R Langone, JAK Suykens
Entropy 15 (5), 1567-1586, 2013
682013
LS-SVM based spectral clustering and regression for predicting maintenance of industrial machines
R Langone, C Alzate, B De Ketelaere, J Vlasselaer, W Meert, ...
Engineering Applications of Artificial Intelligence 37, 268-278, 2015
602015
Incremental kernel spectral clustering for online learning of non-stationary data
R Langone, OM Agudelo, B De Moor, JAK Suykens
Neurocomputing 139, 246-260, 2014
442014
Multiclass semisupervised learning based upon kernel spectral clustering
S Mehrkanoon, C Alzate, R Mall, R Langone, JAK Suykens
IEEE transactions on neural networks and learning systems 26 (4), 720-733, 2014
442014
Soft Kernel Spectral clustering
R Langone, R Mall, JAK Suykens
Neural Networks (IJCNN), The 2013 International Joint Conference on, 1-8, 2013
352013
Self-tuned kernel spectral clustering for large scale networks
R Mall, R Langone, JAK Suykens
2013 IEEE International Conference on Big Data, 385-393, 2013
312013
Kernel spectral clustering with memory effect
R Langone, C Alzate, JAK Suykens
Physica A: Statistical Mechanics and its Applications 392 (10), 2588-2606, 2013
312013
Multi-view kernel spectral clustering
L Houthuys, R Langone, JAK Suykens
Information Fusion 44, 46-56, 2018
302018
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
292017
Multilevel hierarchical kernel spectral clustering for real-life large scale complex networks
R Mall, R Langone, JAK Suykens
PloS one 9 (6), e99966, 2014
272014
FURS: Fast and Unique Representative Subset selection retaining large-scale community structure
R Mall, R Langone, JAK Suykens
Social Network Analysis and Mining 3 (4), 1075-1095, 2013
272013
Representative subsets for big data learning using k-NN graphs
R Mall, V Jumutc, R Langone, JAK Suykens
2014 IEEE International Conference on Big Data (Big Data), 37-42, 2014
222014
Attribution of precipitation changes on a regional scale by neural network modeling: a case study
A Pasini, R Langone
Water 2 (3), 321-332, 2010
222010
Kernel spectral clustering and applications
R Langone, R Mall, C Alzate, JAK Suykens
Unsupervised Learning Algorithms, 135-161, 2016
202016
Kernel spectral clustering for community detection in complex networks
R Langone, C Alzate, JAK Suykens
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
202012
Multi-view least squares support vector machines classification
L Houthuys, R Langone, JAK Suykens
Neurocomputing 282, 78-88, 2018
192018
Influence of circulation patterns on temperature behavior at the regional scale: A case study investigated via neural network modeling
A Pasini, R Langone
Journal of climate 25 (6), 2123-2128, 2012
192012
Modularity-based model selection for kernel spectral clustering
R Langone, C Alzate, JAK Suykens
The 2011 International Joint Conference on Neural Networks, 1849-1856, 2011
152011
Fast kernel spectral clustering
R Langone, JAK Suykens
Neurocomputing 268, 27-33, 2017
92017
Alarm prediction in industrial machines using autoregressive LS-SVM models
R Langone, C Alzate, A Bey-Temsamani, JAK Suykens
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
92014
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Artiklar 1–20