 | 2011 |
| 21 |  | Jozsef Hegedus,
Yoan Miche,
Alexander Ilin,
Amaury Lendasse:
Methodology for Behavioral-based Malware Analysis and Detection Using Random Projections and K-Nearest Neighbors Classifiers.
CIS 2011: 1016-1023 |
| 20 |  | Yoan Miche,
Mark van Heeswijk,
Patrick Bas,
Olli Simula,
Amaury Lendasse:
TROP-ELM: A double-regularized ELM using LARS and Tikhonov regularization.
Neurocomputing 74(16): 2413-2421 (2011) |
| 19 |  | Mark van Heeswijk,
Yoan Miche,
Erkki Oja,
Amaury Lendasse:
GPU-accelerated and parallelized ELM ensembles for large-scale regression.
Neurocomputing 74(16): 2430-2437 (2011) |
| 2010 |
| 18 |  | Laura Kainulainen,
Qi Yu,
Yoan Miche,
Emil Eirola,
Eric Séverin,
Amaury Lendasse:
Ensembles of Locally Linear Models: Application to Bankruptcy Prediction.
DMIN 2010: 280-286 |
| 17 |  | Yoan Miche,
Emil Eirola,
Patrick Bas,
Olli Simula,
Christian Jutten,
Amaury Lendasse,
Michel Verleysen:
Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs.
ESANN 2010 |
| 16 |  | Yoan Miche,
Benjamin Schrauwen,
Amaury Lendasse:
Machine Learning Techniques based on Random Projections.
ESANN 2010 |
| 15 |  | Mark van Heeswijk,
Yoan Miche,
Erkki Oja,
Amaury Lendasse:
Solving Large Regression Problems using an Ensemble of GPU-accelerated ELMs.
ESANN 2010 |
| 14 |  | Elina Parviainen,
Jaakko Riihimäki,
Yoan Miche,
Amaury Lendasse:
Interpreting Extreme Learning Machine as an Approximation to an Infinite Neural Network.
KDIR 2010: 65-73 |
| 13 |  | Yoan Miche,
Antti Sorjamaa,
Patrick Bas,
Olli Simula,
Christian Jutten,
Amaury Lendasse:
OP-ELM: optimally pruned extreme learning machine.
IEEE Transactions on Neural Networks 21(1): 158-162 (2010) |
| 12 |  | Dusan Sovilj,
Antti Sorjamaa,
Qi Yu,
Yoan Miche,
Eric Séverin:
OPELM and OPKNN in long-term prediction of time series using projected input data.
Neurocomputing 73(10-12): 1976-1986 (2010) |
| 2009 |
| 11 |  | Yoan Miche,
Amaury Lendasse:
A faster model selection criterion for OP-ELM and OP-KNN: Hannan-Quinn criterion.
ESANN 2009 |
| 10 |  | Mark van Heeswijk,
Yoan Miche,
Tiina Lindh-Knuutila,
Peter A. J. Hilbers,
Timo Honkela,
Erkki Oja,
Amaury Lendasse:
Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction.
ICANN (2) 2009: 305-314 |
| 9 |  | Alberto Guillén,
Antti Sorjamaa,
Yoan Miche,
Amaury Lendasse,
Ignacio Rojas:
Efficient Parallel Feature Selection for Steganography Problems.
IWANN (1) 2009: 1224-1231 |
| 8 |  | Antti Sorjamaa,
Francesco Corona,
Yoan Miche,
Paul Merlin,
Bertrand Maillet,
Eric Séverin,
Amaury Lendasse:
Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database.
WSOM 2009: 290-297 |
| 7 |  | Yoan Miche,
Patrick Bas,
Amaury Lendasse,
Christian Jutten,
Olli Simula:
Reliable Steganalysis Using a Minimum Set of Samples and Features.
EURASIP J. Information Security 2009: (2009) |
| 2008 |
| 6 |  | Yoan Miche,
Patrick Bas,
Christian Jutten,
Olli Simula,
Amaury Lendasse:
A Methodology for Building Regression Models using Extreme Learning Machine: OP-ELM.
ESANN 2008: 247-252 |
| 5 |  | Qi Yu,
Antti Sorjamaa,
Yoan Miche,
Amaury Lendasse,
Eric Séverin,
Alberto Guillén,
Fernando Mateo:
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling.
HIS 2008: 764-769 |
| 4 |  | Yoan Miche,
Antti Sorjamaa,
Amaury Lendasse:
OP-ELM: Theory, Experiments and a Toolbox.
ICANN (1) 2008: 145-154 |
| 3 |  | Antti Sorjamaa,
Yoan Miche,
Robert Weiss,
Amaury Lendasse:
Long-term prediction of time series using NNE-based projection and OP-ELM.
IJCNN 2008: 2674-2680 |
| 2007 |
| 2 |  | Yoan Miche,
Patrick Bas,
Amaury Lendasse,
Christian Jutten,
Olli Simula:
Advantages of Using Feature Selection Techniques on Steganalysis Schemes.
IWANN 2007: 606-613 |
| 2006 |
| 1 |  | Yoan Miche,
Benoit Roue,
Amaury Lendasse,
Patrick Bas:
A Feature Selection Methodology for Steganalysis.
MRCS 2006: 49-56 |