Ph.D. students (Graduated) :
1. Zoar Halbe, "Mixture models for pattern recognition" (Graduated 28-AUG-11)
H. Zohar, M. Bortman and M. Aladjem (2013) "Regularized Mixture Density Estimation With an Analytical Setting of Shrinkage Intensities ", IEEE Transactions on Neural Networks and Learning Systems , vol.24, pp.460-470 |
H. Zohar and M. Aladjem (2007) "Regularized Mixture Discriminant Analysis", Pattern Recognition Letters , vol.28, pp.2104-2116. |
H. Zohar and M. Aladjem(2005) "Model-based mixture discriminant analysis - an experimental study", Pattern Recognition , Volume 38, Issue 3, March 2005, pp. 437-440, |
M. Bortman and M. Aladjem (2009) "A Growing and Pruning Method for Radial Basis Function Networks", IEEE Transactions on Neural Networks , vol. 20, pp.1039-1045. |
H. Zohar, M. Bortman and M. Aladjem (2013) "Regularized Mixture Density Estimation With an Analytical Setting of Shrinkage Intensities ", IEEE Transactions on Neural Networks and Learning Systems , vol.24, pp.460-470 |
M. Aladjem, I. Israeli-Ran and M. Bortman (2018) "Sequential independent component analysis density estimation", IEEE Transactions on Neural Networks and Learning Systems, VOL. 29, pp. 5084-5097 |
E. Mor, M. Aladjem and A. Azoulay, (2018) "A Sparse Approximation Method for Ultrasonic Monitoring the Degradation of Adhesive Joints", NDT & E International , Vol: 98 , pp 17-26 |
E. Mor, M. Aladjem and A. Azoulay, (2015) "Cluster-enhanced sparse approximation of overlapping ultrasonic echoes", IEEE Transactions on on Ultrasonics, Ferroelectrics, and Frequency Control , vol. 62, pp. 373-386 |
E. Mor, A. Azoulay and M. Aladjem (2010) "A Matching Pursuit Method for Approximating Overlapping Ultrasonic Echoes", IEEE Transactions on on Ultrasonics, Ferroelectrics, and Frequency Control , vol.57, pp.1996-2004. |
E. Mor and M. Aladjem(2005) "Boundary Refinements for Wavelet-Domain Multiscale Texture Segmentation", Image and Vision Computing , vol. 23, pp.1150-1158. |
T. Lancewicki and M. Aladjem (2014) "Multi-Target Shrinkage Estimation for Covariance Matrices", IEEE Transactions on Signal Processing , pp. 6380-6390 |
T. Lancewicki and M. Aladjem (2014) "A Locally Multidimensional Scaling by Creating Neighborhoods in Diffusion Map", Neurocomputing, pp. 382-396 |
Master students (Graduated 2009-2018):
Amir Geva, Merav Ben-Asher, Dan Kerem, Mayer Aladjem and Alon Friedman (2012) "Automated Non-Invasive Identification and Localization of Focal Epileptic Activity by Exploiting Information Derived from Surface EEG Recordings",Chapter 5 in book: Epilepsy - Histological, Electroencephalographic and Psychological Aspects , Edited by Dejan Stevanovic,[InTech Publisher] |
M. Aladjem, I. Israeli-Ran and M. Bortman (2018) "Sequential independent component analysis density estimation", IEEE Transactions on Neural Networks and Learning Systems, VOL. 29, pp. 5084-5097. |
A. Davorah, S. Matteoli, S. Rotman, G. Tidhar, M. Diani, M. Aladjem (2018) "Hyperspectral Target Detection Using Semi- and Non-parametric Methods" International Geoscience and Remote Sensing Symposium 2018 (IGARSS 2018), Valencia, Spain, July 23 to July 27th, 2018 (in the proceedings of IGARSS 2018 pp. 2865-2868.) |
A. Davorah, S. Rotman, M. Aladjem (2018) "Hyperspectral Target Detection Using Tree-Structure Probabilistic Graphical Model and Semi-Parametric Density Estimation" 9th Workshop on Hyperspectral Image and Signal Processing: Evaluation in Remote Sensing (WHISPERS 2018), Amsterdam, The Netherlands, 23 - 26 September 2018 |
Master students (Graduated until 2009):
G. Ofek, J. Tabrikian M. Aladjem (2011) "A Modular Neural Network for Direction-of-Arrival Estimation", Neurocomputing, vol.74, pp.3092-3102 |
S. Greenberg, M. Aladjem, D. Kogan (2002) "Fingerprint Image Enhancement Using Filtering Techniques", Real-Time Imaging, Vol. 8, pp.227-236. |
H. Zohar, M. Aladjem(2005) "Model-based mixture discriminant analysis - an experimental study", Pattern Recognition , Volume 38, Issue 3, March 2005, pp. 437-440, |
E. Mor , M. Aladjem(2005) "Boundary Refinements for Wavelet-Domain Multiscale Texture Segmentation", Image and Vision Computing , vol. 23, pp.1150-1158. |
I. Pima, M. Aladjem(2004) "Regularized discriminant analysis for face recognition", Pattern Recognition , Volume 37, Issue 9, September 2004, pp. 1945-1948 , |
N. Likhterov, M. Aladjem(2003) "Two Dimensional Projection Pursuit Applied to Gaussian Mixture Model Fitting", Journal of Systemics, Cybernetics and Informatics, Vol. 1, Number 4. |