2009 |
22 | EE | John Aldo Lee,
Michel Verleysen:
Quality assessment of dimensionality reduction: Rank-based criteria.
Neurocomputing 72(7-9): 1431-1443 (2009) |
2008 |
21 | EE | John Aldo Lee,
Michel Verleysen:
Rank-based quality assessment of nonlinear dimensionality reduction.
ESANN 2008: 49-54 |
20 | EE | John Aldo Lee,
Frédéric Vrins,
Michel Verleysen:
Blind source separation based on endpoint estimation with application to the MLSP 2006 data competition.
Neurocomputing 72(1-3): 47-56 (2008) |
2007 |
19 | EE | Frédéric Vrins,
John Aldo Lee,
Michel Verleysen:
A Minimum-Range Approach to Blind Extraction of Bounded Sources.
IEEE Transactions on Neural Networks 18(3): 809-822 (2007) |
18 | EE | Geoffroy Simon,
John Aldo Lee,
Marie Cottrell,
Michel Verleysen:
Forecasting the CATS benchmark with the Double Vector Quantization method.
Neurocomputing 70(13-15): 2400-2409 (2007) |
2006 |
17 | EE | John Aldo Lee,
Frédéric Vrins,
Michel Verleysen:
Non-orthogonal Support Width ICA.
ESANN 2006: 351-358 |
16 | EE | Geoffroy Simon,
John Aldo Lee,
Michel Verleysen:
Unfolding preprocessing for meaningful time series clustering.
Neural Networks 19(6-7): 877-888 (2006) |
2005 |
15 | EE | Frédéric Vrins,
John Aldo Lee,
Michel Verleysen:
Filtering-Free Blind Separation of Correlated Images.
IWANN 2005: 1091-1099 |
14 | EE | John Aldo Lee,
Michel Verleysen:
Nonlinear dimensionality reduction of data manifolds with essential loops.
Neurocomputing 67: 29-53 (2005) |
2004 |
13 | EE | John Aldo Lee,
Michel Verleysen:
How to project `circular' manifolds using geodesic distances?
ESANN 2004: 223-230 |
12 | EE | John Aldo Lee,
Christian Jutten,
Michel Verleysen:
Non-linear ICA by Using Isometric Dimensionality Reduction.
ICA 2004: 710-717 |
11 | EE | John Aldo Lee,
Amaury Lendasse,
Michel Verleysen:
Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis.
Neurocomputing 57: 49-76 (2004) |
2003 |
10 | EE | John Aldo Lee,
Cédric Archambeau,
Michel Verleysen:
Locally Linear Embedding versus Isotop.
ESANN 2003: 527-534 |
9 | EE | Cédric Archambeau,
John Aldo Lee,
Michel Verleysen:
On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures.
ESANN 2003: 99-106 |
2002 |
8 | | John Aldo Lee,
Amaury Lendasse,
Michel Verleysen:
Curvilinear Distance Analysis versus Isomap.
ESANN 2002: 185-192 |
7 | | Nabil Benoudjit,
Cédric Archambeau,
Amaury Lendasse,
John Aldo Lee,
Michel Verleysen:
Width optimization of the Gaussian kernels in Radial Basis Function Networks.
ESANN 2002: 425-432 |
6 | EE | John Aldo Lee,
Michel Verleysen:
Nonlinear Projection with the Isotop Method.
ICANN 2002: 933-938 |
5 | EE | John Aldo Lee,
Michel Verleysen:
Self-organizing maps with recursive neighborhood adaptation.
Neural Networks 15(8-9): 993-1003 (2002) |
4 | EE | Amaury Lendasse,
John Aldo Lee,
Vincent Wertz,
Michel Verleysen:
Forecasting electricity consumption using nonlinear projection and self-organizing maps.
Neurocomputing 48(1-4): 299-311 (2002) |
2001 |
3 | EE | Amaury Lendasse,
John Aldo Lee,
Eric de Bodt,
Vincent Wertz,
Michel Verleysen:
Input data reduction for the prediction of financial time series.
ESANN 2001: 237-244 |
2000 |
2 | EE | John Aldo Lee,
Amaury Lendasse,
Nicolas Donckers,
Michel Verleysen:
A robust non-linear projection method.
ESANN 2000: 13-20 |
1 | EE | Amaury Lendasse,
John Aldo Lee,
Vincent Wertz,
Michel Verleysen:
Time series forecasting using CCA and Kohonen maps - application to electricity consumption.
ESANN 2000: 329-334 |