 | 2012 |
| 18 |  | Md. Saiful Islam,
Naif Alajlan,
Yakoub Bazi,
Haikel Hichri:
HBS: A Novel Biometric Feature Based on Heartbeat Morphology.
IEEE Transactions on Information Technology in Biomedicine 16(3): 445-453 (2012) |
| 2011 |
| 17 |  | Naif Alajlan,
Nassim Ammour,
Yakoub Bazi,
Haikel Hichri:
A cluster ensemble method for robust unsupervised classification of VHR remote sensing images.
IGARSS 2011: 2896-2899 |
| 16 |  | Edoardo Pasolli,
Farid Melgani,
Yakoub Bazi:
Support Vector Machine Active Learning Through Significance Space Construction.
IEEE Geosci. Remote Sensing Lett. 8(3): 431-435 (2011) |
| 2010 |
| 15 |  | Yakoub Bazi,
Farid Melgani:
Semisupervised Gaussian process regression for biophysical parameter estimation.
IGARSS 2010: 4248-4251 |
| 14 |  | Yakoub Bazi,
Farid Melgani:
Gaussian Process Approach to Remote Sensing Image Classification.
IEEE T. Geoscience and Remote Sensing 48(1-1): 186-197 (2010) |
| 13 |  | Yakoub Bazi,
Farid Melgani,
Hamed D. Al-Sharari:
Unsupervised Change Detection in Multispectral Remotely Sensed Imagery With Level Set Methods.
IEEE T. Geoscience and Remote Sensing 48(8): 3178-3187 (2010) |
| 2009 |
| 12 |  | Yakoub Bazi,
Farid Melgani,
Hamed D. Al-Sharari:
An Automatic Method for Counting Olive Trees in Very High Spatial Remote Sensing Images.
IGARSS (2) 2009: 125-128 |
| 11 |  | Yakoub Bazi,
Farid Melgani:
A Variational Level-set Method for Unsupervised Change Detection in Remote Sensing Images.
IGARSS (2) 2009: 984-987 |
| 10 |  | Noureddine Ghoggali,
Farid Melgani,
Yakoub Bazi:
A Multiobjective Genetic SVM Approach for Classification Problems With Limited Training Samples.
IEEE T. Geoscience and Remote Sensing 47(6): 1707-1718 (2009) |
| 2008 |
| 9 |  | Farid Melgani,
Yakoub Bazi:
Evolutionary Computation Approach to ECG Signal Classification.
BIOSIGNALS (1) 2008: 19-24 |
| 8 |  | Yakoub Bazi,
Farid Melgani:
Classification of Hyperspectral Remote Sensing Images Using Gaussian Processes.
IGARSS (2) 2008: 1013-1016 |
| 7 |  | Farid Melgani,
Yakoub Bazi:
Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization.
IEEE Transactions on Information Technology in Biomedicine 12(5): 667-677 (2008) |
| 2007 |
| 6 |  | Yakoub Bazi,
Farid Melgani:
A multiobjective PSO inflation methodology for SVM regression with limited training samples.
IGARSS 2007: 4360-4363 |
| 5 |  | Yakoub Bazi,
Farid Melgani:
Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation.
IEEE T. Geoscience and Remote Sensing 45(6-2): 1887-1895 (2007) |
| 4 |  | Yakoub Bazi,
Lorenzo Bruzzone,
Farid Melgani:
Image thresholding based on the EM algorithm and the generalized Gaussian distribution.
Pattern Recognition 40(2): 619-634 (2007) |
| 2006 |
| 3 |  | Farid Melgani,
Yakoub Bazi:
Robust Unsupervised Change Detection with Markov Random Fields.
IGARSS 2006: 208-211 |
| 2 |  | Yakoub Bazi,
Farid Melgani:
Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images.
IEEE T. Geoscience and Remote Sensing 44(11-2): 3374-3385 (2006) |
| 2005 |
| 1 |  | Yakoub Bazi,
Lorenzo Bruzzone,
Farid Melgani:
An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images.
IEEE T. Geoscience and Remote Sensing 43(4): 874-887 (2005) |