Papers in Proceedings of International Conferences
2007
-
J. Arenas-García and G. Camps-Valls, “Feature
Extraction from Remote Sensing Data using Kernel Orthonormalized
PLS”,
to be presented at the 2007 Intl. Geoscience and Remote Sensing Symp,
IGARSS'07 [pdf].
-
A. B. Nielsen, S. Sigurdsson, L. K. Hansen and
J. Arenas-García, “On the relevance of spectral features
for instrument classification”,
to be presented at ICASSP'07 [pdf].
2006
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J. Arenas-García, K. B. Petersen and L.
K. Hansen, “Sparse
Kernel Orthonormalized PLS for feature extraction in large data sets”,
Advances in Neural Information Processing Systems 19, MIT
Press, Cambridge, MA, 2007 [pdf] [poster].
-
J. Arenas-García, A. Meng, K. B. Petersen and
L. K. Hansen, “Multivariate Analysis and Kernel Methods for
Music Data Analysis”,
Advances in models for Acoustic Processing workshop, NIPS'06, Whistler,
Canada, Dec. 2006 [pdf] [poster].
-
J. Arenas-García, J. Larsen, L. K. Hansen
and A. Meng, “Optimal
Filtering of dynamics in short-time for music organization”,
Proc. 7th Intl. Conf. on Music Information
Retrieval, pp. 290-295, Victoria, Canada, Oct. 2006 [pdf] [slides].
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T. Lehn-Schiøler, J. Arenas-García,
K. B. Petersen and L. K. Hansen, “A Genre Classification Plug-in
for Data Collection”,
Proc. 7th Intl. Conf. on Music Information
Retrieval, pp. 320-321, Victoria, Canada, Oct. 2006 [pdf].
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J. L. Martín, S. E. Palazuelos, J. Arenas, J. Macías
and S. Aguilera, “Design and Development of several communication
systems for people with hearing disabilities”, in Computers
Helping People with Special Needs, 10th Intl. Conference, ICCHP 2006, pp. 675-682,
LNCS 4061, Springer-Verlag, Linz, Austria, Jul. 2006 [pdf].
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J. Arenas-García and A. R. Figueiras-Vidal, “Improved
Blind Equalization via Adaptive Combination of Constant Modulus Algorithms”, Proc. ICASSP'06, vol. III, pp. 756-759, Toulouse, France,
May. 2006 [pdf] (3
MB).
2005
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J. Arenas-García, A. R. Figueiras-Vidal and A. H. Sayed, “Tracking
Properties of a Convex Combination of Two Adaptive Filters”, Proc. 2005 IEEE Workshop on Statistical Signal Proc., Burdeoux,
France, Jul. 2005 [pdf].
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V. Gómez-Verdejo, J. Arenas-García, M. Ortega-Moral,
and A. R. Figueiras-Vidal, “Designing RBF networks for weighted
boosting”, Proc. IJCNN'05,
pp. 1057-1062, Montreal, Canada, Jul. 2005 [pdf] (1.5
MB).
-
J. Arenas-García, V. Gómez-Verdejo, S. Muñoz-Romero,
M. Ortega-Moral, and A. R. Figueiras-Vidal, “Fast Classification
with Neural Networks via Confidence Rating”, in Computational
Intelligence and Bioinspired Systems, 8th Intl. Work-Conference on
Artificial Neural Networks, IWANN 2005, pp. 622-629, LNCS 3512,
Springer-Verlag, Barcelona, Spain, Jun. 2005 [pdf].
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V. Gómez-Verdejo, M. Ortega-Moral, J. Arenas-García
and A. R. Figueiras-Vidal, “Boosting by weighting boundary and
erroneous samples”, Proc. 2005 European Symp. on Artificial
Neural Networks, pp. 85-90, Bruges, Belgium, Apr. 2005 [pdf].
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M. Ortega-Moral, V. Gómez-Verdejo, J. Arenas-García
and A. R. Figueiras-Vidal, “An on-line Fisher discriminant”, Proc. 2005 European Symp. on Artificial Neural Networks, pp.
175-180, Bruges, Belgium, Apr. 2005 [pdf].
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J. Arenas-García, A. R. Figueiras-Vidal and A. H. Sayed, “Steady-state
Performance of Convex Combinations of Adaptive Filters”, Proc.
ICASSP'05, vol. IV, pp. 33-36, Philadelphia,
PA, USA [pdf].
2004
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J. Arenas-García, V. Gómez-Verdejo and A. Navia-Vázquez, “RLS
Adaptation of One-Class SVM for Time Series Novelty Detection,” Proc.
of the Learning’04 Intl. Conference, pp. 25-30, Elche,
Spain, 2004 [pdf].
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J. Arenas-García and A. R. Figueiras-Vidal, “Adaptive
Combination of Stochastic Gradient Filters with different Cost Functions,”
Proc. of the Learning’04 Intl. Conference, pp. 123-128,
Elche, Spain, 2004 [pdf].
2003
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J. Arenas-García, V. Gómez-Verdejo, M. Martínez-Ramón
and A. R. Figueiras-Vidal, “Separate-Variable Adaptive Combination
of LMS Adaptive Filters for Plant Identification,” Proc.
of the 13th IEEE International Workshop on Neural Networks for Signal
Processing, pp. 239-248, Toulouse, France, Sep. 2003 [pdf].
-
J. Arenas-García, M. Martínez-Ramón, V. Gómez-Verdejo
and A. R. Figueiras-Vidal, “Multiple Plant Identifier via Adaptive
LMS Convex Combination,” Proc. of the 2003 IEEE International
Symposium on Intelligent Signal Processing, pp. 137-142, Budapest,
Hungary, Sep. 2003 [pdf].
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J. Arenas-García, A. R. Figueiras-Vidal and A. J. C. Sharkey, “The
Beneficial Effects of Using Multi Net Systems that Focus on Hard Patterns,” in Multiple Classifier Systems, 4th Intl. Workshop, MCS 2003,
pp. 45-54, LNCS 2709, Springer-Verlag, Surrey, UK, Jun. 2003 [pdf].
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J. Arenas-García and F. Pérez-Cruz, “Multi-Class
Support Vector Machines: A new approach,” Proc. ICASSP'03,
vol. II, pp. 781-784, Hong Kong, Apr. 2003 [pdf].
2002
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I. Mora-Jiménez, A. Lyhyaoui, J. Arenas-García,
A. Navia-Vázquez and A. R. Figueiras-Vidal, “A Trainable
Classifier via k Nearest Neighbors,” Proc. of the 2nd Intl.
Conf. on Hybrid Intelligent Systems, pp. 365-373, Santiago, Chile,
Dec. 2002 [pdf].
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I. Mora-Jiménez, A. Lyhyaoui, J. Arenas-García and
A. R. Figueiras-Vidal, “Creating Modular-like Ensambles by
Output Clustering,” Proc. of the Learning’02 Intl.
Conference,
Leganés-Madrid, Spain, Oct. 2002 [pdf].
-
M. Martínez-Ramón, J. Arenas-García, A. Navia-Vázquez
and A. R. Figueiras-Vidal, “An Adaptive Combination of Adaptive
Filters for Plant Identification,” Proc. of the 14th IEEE
Intl. Conf. on Digital Signal Proc., pp. 1195-1198, Santorini,
Greece, Jul. 2002 [pdf].
2001
-
J. Arenas-García, J. L. Martín-Sánchez, M.
de-Prado-Cumplido, R. García-Gómez and S. Aguilera-Navarro, “Design
and Development of a Mobile Communication System for the Hearing-Impaired
Community,” Conference and Workshop on Assistive Technologies
for Vision and Hearing Impairment, Castelvecchio Pascoli, Italy, Aug.
2001.
-
S. E. Palazuelos-Cagigas, J. L. Martín-Sánchez,
J. Arenas-García, J. I. Godino-Llorente and S. Aguilera-Navarro, “Communication
Strategies using PredWin for people with different sort of disabitilities,” Conference
and Workshop on Assistive Technologies for Vision and Hearing Impairment,
Castelvecchio Pascoli, Italy, Aug. 2001.
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