Publications
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The publications' topics are the following (alphabetically):
| Topic |
Paper number |
| Biometrics |
21,25,26,29,33-35,37,38,41,50,52,55-57,60,63,64 |
| Classifier Combination (or Decision Fusion) |
5,7,9,10,12 |
| Feed-forward Neural Network Learning |
15,17-20,22-24,27,31,47,59,62 |
| Image and Video Processing |
1-3,14,42,46,58,61,66-68 |
| Medical Image Analysis |
4,8,28,36,44 |
| Modular Neural Networks |
11-13,16,32 |
| Recurrent Neural Network Learning |
30,48,49,51,53 |
| Other (includes clustering, compression and decision trees) |
6,39,40,43,45,54,65 |
| Publication type: |
Book |
Journal |
Conference |
Thesis |
| 68. |
Filipe, S., Alexandre, L.A.
"Thermal Infrared Face Segmentation: A New Pose Invariant Method",
6th Iberian Conference on Pattern Recognition and Image Analysis, Springer, LNCS, June 5-7, Madeira, Portugal, 2013.
|
| 67. |
Filipe, S., Alexandre, L.A.
"From the human visual system to the computational models of visual attention: A Survey",
Artificial Intelligence Review, Springer, p. 1-47, January, 2013.BibTeX
doi:10.1007/s10462-012-9385-4
|
| 66. |
Alexandre, L.A.
"3D Descriptors for Object and Category Recognition: a Comparative Evaluation",
Workshop on Color-Depth Camera Fusion in Robotics at the IEEE/RSJ International Conference on
Intelligent Robots and Systems, IROS 2012, October 7-12,
Vilamoura, Portugal, 2012. BibTeX
|
| 65. |
Marques de Sá, J., Silva, L.M., Santos, J.M., Alexandre, L.A.
"Minimum Error Entropy Classification",
Studies in Computational Intelligence, vol.420,
Springer, 2012. BibTeX
|
| 64. |
Proença, H., Alexandre, L.A.
"Editorial of the Special Issue On the
Recognition of Visible Wavelength Iris Images Captured
At-a-distance and On-the-move",
Pattern Recognition Letters, Elsevier,
Volume 33, Issue 8, 1 June 2012, Pages 963--964.
doi:j.patrec.2012.03.003
|
| 63. |
Proença, H., Alexandre, L.A.
"Toward Covert Iris Biometric Recognition: Experimental Results
From the NICE Contests",
IEEE Transactions on Information Forensics and Security, Volume 7, Issue
2, Pages 798--808, 2012.
doi:10.1109/TIFS.2011.2177659
|
| 62. |
Alexandre, L.A.
"Single layer complex valued neural network with entropic cost function",
20th International Conference on Artificial Neural Networks --
ICANN 2011, Springer LNCS 6791, p.331-338, June 14-17th, Espoo, Finland, 2011. BibTeX
|
| 61. |
Padole, C.N., Alexandre, L.A.
"Motion based Particle Filter for Human Tracking with Thermal
Imaging",
3rd International Conference on Emerging Trends in Engineering &
Technology -- ICETET10, p.158 - 162, November
19-21, Goa, India, 2010. BibTeX
|
| 60. |
Filipe, S., Alexandre, L.A.
"Improving Face Segmentation in Thermograms using Image Signatures",
15th Iberoamerican Congress on Pattern Recognition -- CIARP
2010, Springer LNCS 6419, p.402-409, November 08-11, São Paulo, Brazil,
2010. BibTeX
|
| 59. |
Silva, L.M., Marques de Sá, J.P., Alexandre, L.A.
"The MEE Principle in Data Classification: A
Perceptron-Based
Analysis",
Neural Computation, MIT Press, Vol. 22, Number 10, p. 2698-2728,
October 2010. BibTeX
doi:10.1162/NECO_a_00013
|
| 58. |
Padole, C.N., Alexandre, L.A.
"Wigner Distribution based Motion Tracking of Human Beings using Thermal
Imaging",
7th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum
at the IEEE CVPR 2010, San Francisco, June 2010. BibTeX
|
| 57. |
Alexandre, L.A.
"Gender recognition: a multiscale decision fusion
approach",
Pattern Recognition Letters, Elsevier, Volume 31,
Issue 11, p. 1422-1427, August 2010. BibTeX
doi:10.1016/j.patrec.2010.02.010
|
| 56. |
Proença, H., Alexandre, L.A.
"Introduction to the Special Issue on the Segmentation of Visible
Wavelength Iris Images Captured At-a-distance and On-the-move",
Image and Vision Computing, Elsevier, vol. 28, number 2, p.213-214, February
2010.
doi:10.1016/j.imavis.2009.09.004 |
| 55. |
Santos, R., Alexandre, L.A.
"Improving Spectroface using Pre-processing and Voting",
IEEE International Conference on Intelligent Computing and
Intelligent Systems - ICIS 2009, vol.4, p.552-556, Shanghai, November 2009. |
| 54. |
Marques de Sá, J.P., Gama, J., Sebastião, R., Alexandre, L.A.
"Decision Trees Using the Minimum Entropy-of-Error
Principle",
13th International Conference on Computer Analysis
of Images and Patterns - CAIP 2009, LNCS 5702, pp. 799-807, Münster, Germany,
September 2009 |
| 53. |
Alexandre, L.A., Embrechts, M.J.
"Reservoir size, spectral radius and connectivity in static
classification problems",
19th International Conference on Artificial Neural Networks -
ICANN 2009, LNCS 5768, p. 1015-1024, Cyprus, September 2009. |
| 52. |
Proença, H., Filipe, S., Santos, R., Oliveira, J., Alexandre, L.A.
"The UBIRIS.v2: A Database of Visible Wavelength Iris
Images Captured On-The-Move and At-A-Distance"
,
IEEE Transactions on Pattern Analysis and Machine Intelligence,
vol. 32, n. 8, p. 1529-1535, August 2010.
doi:10.1109/TPAMI.2009.66 |
| 51. |
Alexandre, L.A., Embrechts, M.J., Linton, J.
"Benchmarking Reservoir Computing on
Time-Independent Classification Tasks",
International Joint Conference on Artificial Neural Networks -
IJCNN 2009, p.89-93, Atlanta, USA, June 2009. |
| 50. |
Proença, H., Alexandre, L.A.
"Iris Recognition: Analysis of the
Error Rates Regarding the Accuracy of the Segmentation Stage",
Image and Vision Computing, Elsevier, vol.28, number 1, p.245-250, January 2010.
doi:10.1016/j.imavis.2009.03.003 |
| 49. |
Embrechts, M.J., Alexandre, L.A, Linton, J.
"Reservoir computing for static pattern
recognition",
17th European Symposium on Artificial Neural Networks -
ESANN
2009, vol. 1, p. 245-250, Bruges, Belgium, April 2009. |
| 48. |
Alexandre, L.A.
"Maximizing the Zero-Error Density for
RTRL",
8th IEEE International Symposium on Signal Processing
and Information
Technology, ISSPIT 2008,
Sarajevo, Bosnia and
Herzegovina, December 2008.
|
| 47. |
Silva, L.M., Marques de Sá, J.P., Alexandre, L.A.
"Data Classification with Multilayer
Perceptrons using a Generalized
Error Function",
Neural Networks, Elsevier, vol. 21, n. 9, p. 1302-1310, November
2008.
doi:10.1016/j.neunet.2008.04.004 |
| 46. |
Q. Zhang, G. Tolias, B. Mansencal, A. Saracoglu, N. Aginako, A. Alatan, L.A. Alexandre, Y. Avrithis, J. Benois-Pineau, K.
Chandramouli, M. Corvaglia, U. Damnjanovic, A. Dimou, E. Esen, N. Fatemi, I. Garcia, F. Guerrin, A. Hanjalic, R. Jarina, P.
Kapsalas, P. King, I. Kompatsiaris, L. Makris, V. Mezaris, P. Migliorati, A. Moumtzidou, Ph. Mylonas, U. Naci, S. Nikolopoulos, M.
Paralic, T. Piatrik, F. Poulin, A.M.G. Pinheiro, L. Raileanu, E. Spyrou, S. Vrochidis
"COST292 experimental framework for TRECVID 2008",
Proc. TRECVID 2008 Workshop, November 2008, Gaithersburg, MD, USA.
|
| 45. |
Batista, L., Alexandre, L.A.
"Text Pre-processing for Lossless
Compression",
IEEE Data Compression Conference, DCC 2008,
IEEE Computer Society Press, p.506,
March 2008, Snowbird, Utah, USA.
|
| 44. |
Alexandre, L.A., Nobre, N., Casteleiro, J.
"Color and Position versus Texture Features
for Endoscopic
Polyp Detection",
The International Conference on BioMedical
Engineering and Informatics (BMEI2008), IEEE Press,
May 2008, p.38-42, Sanya, Hainan, China.
|
| 43. |
Santos, J., Marques Sá, J., Alexandre, L.A.
"LEGClust - A Clustering Algorithm
Based on Layered Entropic Subgraphs",
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30,
n. 1, p.62-75, January, 2008.
doi:10.1109/TPAMI.2007.1142
|
| 42. |
Q. Zhang, K. Chandramouli, U. Damnjanovic, T. Piatrik, E. Izquierdo, M. Corvaglia, N. Adami, R. Leonardi, G. Yakin, S. Aksoy, U.
Naci, A. Hanjalic, S. Vrochidis, A. Moumtzidou, S. Nikolopoulos, V. Mezaris, L. Makris, I. Kompatsiaris, B. Mansencal, J.
Benois-Pineau, E. Esen, A. Alatan, E. Spyrou, P. Kapsalas, G. Tolias, P. Mylonas, Y. Avrithis, B. Reljin, G. Zajic, A.M.G.
Pinheiro, L.A. Alexandre, P. Almeida, R. Jarina, M. Kuba, N. Aginako, J. Goya.,
"The COST292 experimental framework for TRECVID 2007",
5th TRECVID Workshop, November 2007, Gaithersburg, MD, USA.
|
| 41. |
Proença, H., Alexandre, L.A.,
"Iris Recognition: An
Entropy-Based Coding Strategy Robust to Noisy
Imaging Environments"
3rd International Symposium on Visual Computing -
ISVC'07, Springer LNCS 4841, p.621-632, Lake Tahoe, U.S.A., November,
2007.
|
| 40. |
Marques de Sá, J., Alexandre, L.A., Duch, W., Mandic, D. (Eds.)
"Artificial
Neural Networks -- ICANN 2007, Proceedings, Part II",
Springer Lecture Notes in Computer Science , Vol. 4669,
17th International Conference on Artificial Neural Networks, Porto,
Portugal, September 9-13, 2007.
|
| 39. |
Marques de Sá, J., Alexandre, L.A., Duch, W., Mandic, D. (Eds.)
"Artificial
Neural Networks -- ICANN 2007, Proceedings, Part I",
Springer Lecture Notes in Computer Science , Vol. 4668,
17th International Conference on Artificial Neural Networks, Porto,
Portugal, September 9-13, 2007.
|
| 38. |
Proença, H., Alexandre, L.A.,
"Iris Recognition: A
Method to Increase the Robustness to
Noisy Imaging Environments Through the Selection of the Higher Discriminating
Features",
IEEE International
Conference on Computational Intelligence and Multimedia Applications -
ICCIMA'07, vol. 3, p. 301-307, Sivakasi, India, December, 2007.
|
| 37. |
Proença, H., Alexandre, L.A.,
"NICE.I: Noisy Iris
Challenge Evaluation - Part I",
IEEE First International Conference on
Biometrics: Theory, Applications and Systems, Washington DC, U.S.A.,
September, 2007
|
| 36. |
Alexandre, L.A., Casteleiro, J., Nobre, N.
"Polyp Detection in Endoscopic
Video using SVMs",
11th European Conference
on Principles and Practice of Knowledge Discovery in Databases,
PKDD, Springer LNAI 4702, p.358-365, Poland, 2007.
|
| 35. |
Proença, H., Alexandre, L.A.,
"Towards
Non-Cooperative Iris Recognition: A
Classification Approach Using Multiple Signatures",
IEEE Transactions on Pattern Analysis and Machine Intelligence,
Special Issue on Biometrics, vol. 29, n. 4, p.607-612, April,
2007.
doi:10.1109/TPAMI.2007.1016 |
| 34. |
Proença, H., Alexandre, L.A.,
"Iris Recognition: Measuring
Feature's Quality for the Feature Selecion in Unconstrained Image
Capture Environments",
in IEEE Proceedings of the 2006 International
Conference on Computational Intelligence for Homeland Security and
Personal Safety - CIHSPS 2006, vol. 1, pag. 35-40, Alexandria, U.S.A.,
October, 2006.
|
| 33. |
Proença, H., Alexandre, L.A.,
"Iris Recognition: An Analysis of
the Aliasing Problem
in the Iris Normalization Stage",
International Conference on
Computational Intelligence and Security
- CIS 2006, IEEE Press, vol.2, p.1771-1774, Guangzhou, China.
|
| 32. |
Santos, J., Alexandre, L.A., Marques Sá, J.,
"Modular Neural Network Task Decomposition
Via Entropic
Clustering",
6th International Conference on
Intelligent Systems Design and Applications - ISDA'06,
IEEE Computer Society Press, vol. 1, p. 62-67, Jinan, China, October 2006.
|
| 31. |
Silva, L.M., Alexandre, L.A., Marques de Sá, J.,
"New developments of the Z-EDM
algorithm",
6th International Conference on
Intelligent Systems Design and Applications - ISDA'06,
IEEE Computer Society Press, vol.1, p. 1067-1072, Jinan, China, October
2006.
|
| 30. |
Alexandre, L.A., Marques de Sá, J.
"Error Entropy Minimization for
LSTM
training",
16th International Conference on Artificial Neural Networks
- ICANN 2006, Springer LNCS 4131, part I, p.244-253, Athens, Greece, September
2006.
|
| 29. |
Proença, H., Alexandre, L.A.,
"A
Method for the Identification of Noisy Regions in
Normalized Iris Images",
18th International Conference on
Pattern Recognition - ICPR 2006, IEEE Press, vol.4, p.405-408, Hong Kong,
August 2006.
|
| 28. |
Pereira, C., Alexandre, L.A., Mendonça, A.M., Campilho, A.,
"A multiclassifier
approach for lung nodule classification"
International Conference on Image Analysis and Recognition - ICIAR 2006,
Springer LNCS 4142, p.612-623, Portugal, September 2006.
|
| 27. |
Silva, L.M., Felgueiras, C.A., Alexandre, L.A., Marques de Sá, J.,
"Error Entropy in Classification Problems:
A Univariate Data Analysis",
Neural Computation, 18, p.2036-2061, MIT Press, 2006.
doi:10.1162/neco.2006.18.9.2036 |
| 26. |
Proença, H., Alexandre, L.A.,
"A method for the
identification of inaccuracies in pupil
segmentation",
First International Conference on Availability, Reliability and Security -
AReS 2006, vol. 1, p. 227-230, IEEE Press, Vienna, Austria, April 2006.
|
| 25. |
Proença, H., Alexandre, L.A.,
"An iris
segmentation methodology for non-cooperative recognition",
IEE Proc. Vision, Image & Signal Processing, Vol. 153, Issue 2 , p.
199-205, April 2006.
doi:10.1049/ip-vis:20050213 |
| 24. |
Santos, J., Marques de Sá, J., Alexandre, L.A.,
"Batch-Sequential Algorithm for Neural
Networks Trained with Entropic Criteria",
15th International
Conference on Artificial Neural Networks- ICANN 2005, Springer LNCS 3697, p. 91-96,
Warsaw, Poland, September 2005.
|
| 23. |
Silva, L.M., Alexandre, L.A., Marques de Sá, J.,
"Neural Network Classification: Maximizing
Zero-Error Density",
Third International Conference on Advances in Pattern Recognition -
ICAPR 2005, Springer LNCS 3686, p. 127-135, Bath, United Kingdom, August 2005.
|
| 22. |
Santos, J., Marques de Sá, J., Alexandre, L.A.,
"Neural Networks Trained with the EEM
Algorithm: Tuning the Smoothing Parameter",
6th WSEAS Int. Conference on Neural Networks, vol. 4, p. 295-300, Lisbon,
June 2005.
|
| 21. |
Proença, H., Alexandre, L.A.,
"UBIRIS: A noisy iris image
database",
13th International Conference on Image Analysis and
Processing - ICIAP, vol. 1, Springer LNCS 3617, p. 970-977, Cagliari, Italy,
September 2005.
|
| 20. |
Silva, L.M., Marques Sá, J., Alexandre, L.A.,
"Neural Network Classification using Shannon's
Entropy",
13th European Symposium on Artificial Neural Networks - ESANN 2005,
ISBN 2-930307-05-6, p. 217-222, Bruges, Belgium, 2005.
|
| 19. |
Santos, J., Alexandre, L.A., Marques Sá, J.,
"The Error Entropy Minimization Algorithm
for Neural Network Classification",
In Ahmad Lofti, editor, Proceedings of the 5th International
Conference on Recent Advances in Soft Computing, p. 92-97,
Nottingham, United Kingdom, December 2004.
|
| 18. |
Santos, J., Alexandre, L.A., Marques Sá, J.,
"Neural Network Classification using
Error Entropy Minimization",
In A. Milani, editor, XV Italian Workshop on Neural Network (WIRN-04),
Perugia, Italy, September 2004.
|
| 17. |
Santos, J., Alexandre, L.A.,Sereno, F., Marques Sá, J.,
"Optimization of
the error entropy minimization algorithm for neural network
classification",
ANNIE 2004,
Intelligent Engineering Systems Through Artificial Neural Networks, ASME
Press Series, Vol. 14, p. 81-86, St.Louis, 2004.
|
| 16. |
Alexandre, L.A., Campilho, A.C., Kamel, M.,
"Bounds
for the Average Generalization Error of the Mixture of Experts
Neural Network",
5th International Workshop on Statistical Techniques in
Pattern Recognition, SPR 2004, Springer LNCS 3138, p. 618-625, Portugal, 2004.
|
| 15. |
Marques de Sá, J.P., Sereno, F., Alexandre, L.A.,
"Neural
Network Learning: Testing Bounds on Sample Complexity",
The Fourth International Workshop on
Pattern Recognition in Information Systems - PRIS 2004, p. 196-201,
Porto, Portugal, 2004.
|
| 14. |
Alexandre, L.A., Pereira, M., Madeira, S.C., Cordeiro, J.P.,Dias, G.
"Web
Image Indexing: Combining Image Analysis with Text Processing",
5th International Workshop on Image Analysis for
Multimedia Interactive Services - WIAMIS 2004. Lisboa, Portugal, 2004.
|
| 13. |
Alexandre, L.A., Campilho, A.C., Kamel, M.
"A Probabilistic Model for the
Cooperative Modular Neural Network",
Proceedings of the IbPRIA 2003, Springer LNCS 2652, p. 11-18, Maiorca, Spain,
2003.
|
| 12. |
Alexandre, L.A.,
"Combining
Classifiers. Analysis and Application to Medical Data",
PhD Thesis, FEUP, Portugal, 2002.
|
| 11. |
Alexandre, L.A., Campilho, A.C., Kamel, M.
"Average error bound for the mixture of experts MNN architecture",
Proceedings of the 12th Portuguese Conference on Pattern Recognition,
2002.
|
| 10. |
Ferreira, H., Alexandre, L.A.,
"How
to choose the number of classifiers to combine in an ensemble
using the maximum combining rule",
TIARP2001, VI Taller Iberoamericano de Reconocimiento de Patrones,
ISBN 970-18-7053-0, p. 197-204, Mexico, 2001.
|
| 9. |
Alexandre, L.A., Campilho, A.C., Kamel, M.,
"On combining classifiers using
sum and product rules",
Pattern Recognition Letters, vol. 22, n. 12, p. 1283-1289, 2001.
doi:10.1016/S0167-8655(01)00073-3 |
| 8. |
Alexandre, L.A., Silva, M.J., Campilho, A.C.,
"Detection
of the Occupation of the Costal Diaphragmatic Angle in Chest
Radiographs",
Electrónica e Telecomunicações, vol. 3, n. 2,
p. 187-192, Aveiro, Portugal, 2000.
|
| 7. |
Alexandre, L.A., Campilho, A.C., Kamel, M.,
"Combining Independent
and Unbiased Classifiers Using Weighted
Average",
ICPR2000, 15th International Conference on
Pattern Recognition, vol. 2,
p. 495-498, IEEE Press, Barcelona, Spain, 2000.
|
| 6. |
Campilho, A.C., Mendonça, A.M., Silva, J.A., Correia, M., Alexandre,
L.
"Research Activities Developed by the Computer Vision and Image Processing
Group",
Foro Iberoamericano de Reconocimiento de Formas y Analisis de
Imagenes, ed. Grau, A., p. 217-231, Barcelona, Spain, 2000.
|
| 5. |
Alexandre, L.A., Campilho, A.C., Kamel, M.,
"Combining Unbiased and
Independent Classifiers Using Geometric Mean",
Proceedings of
the 11th Portuguese Conference on Pattern Recognition, p. 399-401,
Porto, Portugal, 2000.
|
| 4. |
Alexandre, L.A., Silva, M.J., Campilho, A.C.,
"Automatic Detection of
the Occupation of the Costal Diaphragmatic Angle",
Workshop on
Medical Imaging, Aveiro, Portugal, 1999.
|
| 3. |
Alexandre, L.A., Campilho, A.C.,
"A 2D Image Motion
Detection Method Using a Stationary Camera",
RECPAD98, 10th Portuguese Conference on Pattern Recognition, Lisbon, Portugal,
1998.
|
| 2. |
Alexandre, L.A.,
"Detecção de Movimento e sua Aplicação à
Monitorização de Tráfego Rodoviário",
MSc Thesis,
Faculdade de Engenharia da Universidade do Porto, Portugal, 1997.
|
| 1. |
Alexandre, L.A., Campilho, A.C.,
"Detecção de Movimento na
Monitorização de Tráfego Rodoviário",
3º Enc. Nac. Colégio Eng. Electro., Exponor, Matosinhos, Portugal, 1997.
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