Department of Electrical & Computer Engineering 
Prof. MAYER ALADJEM

Publications (1991 - Present):

 
Refereed articles in scientific journals
Conference proceedings

 

Refereed articles in scientific journals
15. M. Aladjem, (1991) "Parametric and nonparametric linear mappings of multidimensional data", Pattern Recognition, vol.24, No 6, 543-553.
16. M.Aladjem, (1991) "PNM: A program for parametric and nonparametric mapping of multidimensional data", Computers in Biology and Medicine, vol.21, No 5, 321-343.
17. M. Aladjem and I. Dinstein, (1992) "Linear mappings of local data structures", Pattern Recognition Letters, vol. 13,153-159.
18. M. Aladjem, (1993) " A statistical technique for evaluating the significance of control parameters of mapping procedures", Pattern Recognition Letters, vol. 14, No 8, 631-636.
19. M. Aladjem, ( 1993) " Significance of control parameters of a nonparametric linear mapping procedure", Pattern Recognition Letters, vol. 14, No 8, 637-645.
20. M. Aladjem, (1994 ) " Multiclass discriminant mappings", Signal Processing, vol. 35, 1-18.
21. M. Aladjem, (1997) "Linear Discriminant analysis for two classes via removal of classification structure", IEEE Transaction on Pattern Analysis and Machine Intelligence , vol.19, No 2, pp.187-191.
22. M. Aladjem, (1998) "Nonparametric discriminant analysis via recursive optimization of Patrick-Fisher distance", IEEE Trans. on Syst. ,Man, Cybern, vol. 28B, No 2, pp. 292-299.
23. B.Lerner, H.Guterman, M. Aladjem , I.Dinstein and Y.Romem, (1998) "On pattern classification with Sammon's nonlinear mapping- An experimental study", Pattern Recognition , Vol.31, No 4, pp.371-381.
24. B.Lerner, H.Guterman, M. Aladjem and I.Dinstein (1999) "A Comparative study of neural network based feature extraction paradigms", Pattern Recognition Letters , Vol.20, , pp.7-14.
25. B.Lerner, H.Guterman, M. Aladjem and I.Dinstein (1999) "On initialization of Sammon's Nonlinear Mapping", Pattern Analysis and Applications , Vol.3, , pp.61-68.
26. M. Aladjem (2000) "Recursive training Neural Networks for Classification", IEEE Trans. on Neural Networks , Vol.11, , pp.496-503.
27. S. Greenberg, M. Aladjem, D. Kogan (2002) "Fingerprint Image Enhancement Using Filtering Techniques", Real-Time Imaging, Vol. 8, pp.227-236.
28. 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.
29. I. Pima, M. Aladjem(2004) "Regularized discriminant analysis for face recognition", Pattern Recognition , Volume 37, Issue 9, September 2004, pp. 1945-1948 ,
30. H. Zohar , M. Aladjem(2005) "Model-based mixture discriminant analysis - an experimental study", Pattern Recognition , Volume 38, Issue 3, March 2005, pp. 437-440,
31. M. Aladjem(2005) "Projection Pursuit Mixture Density Estimation", IEEE Transactions on Signal Processing , vol.53, No 11, pp.4376-4383.
32. E. Mor , M. Aladjem(2005) "Boundary Refinements for Wavelet-Domain Multiscale Texture Segmentation", Image and Vision Computing , vol. 23, pp.1150-1158.
33. H. Zohar ,M. Aladjem (2007) "Regularized Mixture Discriminant Analysis", Pattern Recognition Letters , vol.28, pp.2104-2116.
34. M. Bortman ,M. Aladjem (2009) "A Growing and Pruning Method for Radial Basis Function Networks", IEEE Transactions on Neural Networks , vol. 20, pp.1039-1045.
35. E. Mor, A. Azoulay, 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
36. G.Ofek, J. Tabrikian, M. Aladjem (2011) "A modular neural network for direction-of-arrival estimation of two sources", Neurocomputing , vol.74, pp.3092-3102
37. Amir Geva, Merav Ben-Asher, Dan Kerem,M. 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]
38. H. Zohar, M. Bortman, 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
39. T. Lancewicki, M. Aladjem (2014) "A Locally Multidimensional Scaling by Creating Neighborhoods in Diffusion Map", Neurocomputing , pp. 382-396
40. T. Lancewicki, M. Aladjem (2014) "Multi-Target Shrinkage Estimation for Covariance Matrices", IEEE Transactions on Signal Processing , pp. 6380-6390
41. E. Mor, M. Aladjem, 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
42. 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, 2018
43. 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
 

  Conference proceedings
15. M. Aladjem and I. Dinstein, (1992) "Multiclass extension of linear mappings", Proc. of the 11th Int. Conf. on Pattern Recognition, Aug.30 - Sept. 3, 1992, The Hague, The Netherlands, Vol. II, IEEE Computer Society Press, 101-104.
16. M. Aladjem, (1994) "Discriminant plots obtained via removal of classification structures", Proc. of the 12th Int. Conf. on Pattern Recognition, October 9-13, Jerusalem, Israel, Vol. II, IEEE Computer Society Press, 67-71.
17. B.Lerner, H.Guterman, M.Aladjem and I.Dinstein, (1995) "Feature extraction by neural networks for multivariate data projection and classification", Proc. of Int. Conf. on Neural Information Processing ;(ICONIP'95), Beijing, Oct.30-Nov.3, Vol.1, 279-284.
18. B.Lerner, H.Guterman, M.Aladjem and I.Dinstein, (1996) "Unsupervised feature extraction and a nonlinear supervised classifier applied to chromosome analysis", Proc. of the 12th Israeli Symposium on Artificial Int elligence, Computer Vision and Neural Networks, Tel-Aviv, 4-5 February.
19. B.Lerner, H.Guterman, M.Aladjem and I.Dinstein, (1996) "Feature extraction by neural network nonlinear mapping for pattern classification", Proc. of the 13th Int. Conf. on Pattern Recognition, Vienna, Au gust, 25-30, Vol.IV, IEEE Computer Society Press, 320-324. 
20. M. Aladjem, (1996) "Two-class pattern discrimination via recursive optimization of Patrick-Fisher distance", 13th Int. Conf. on Pattern Recognition, Vienna, August 25-30, Vol.II, IEEE Computer Society Press , 60-64. 
21. M. Aladjem, (1996) "Recursive optimization of an extended Fisher discriminant analysis", Proc. of the 3th IEEE International Conference on Electronics, Circuits and Systems (ICECS'96), Rodos, Greece, Octobe r 13-16, Vol.2, IEEE, Inc., 708-711.
22. M. Aladjem, (1996) "Nonparametric discriminant analysis applied to medical diagnosis", Proc. of the 19th Conventional of Electrical and Electronics Engineers in Israel, Jerusalem, November 5-6, IEEE, Inc., 422-425.
23. M. Aladjem, (1998) "Supervised learning of a neural network for classification via successive modification of the training data - an experimental study " in A.P. del Pobil, J.Mira and M.Ali (eds.), Lectu re Notes in Artificial Intelligence-11th Int. Conf. on Industrial & Engineering Applications of the Artificial Intelligence & Expert Systems (IEA/AIE-98), Vol. II,Benicassim, Castellon (Spain), June 1-4, 1998, Springer, 593-602.
24. M. Aladjem, (1998) "Training of an ML neural network for classification via recursive reduction of the class separation", 14th Int. Conf. on Pattern Recognition, Brisbane, Queensland, Australia, August 17- 20, 1998, IEEE Computer Society Press, pp.450-452.
25. M. Aladjem, (1998) "Linear discriminant analysis for two classes via recursive neural network reduction of the class separation ", in A.Amin and P.Pudil (eds.), Lecture Notes in Computer Science- 2nd Int. Workshop on Statistical Techniques in Pattern Recognition, Sydney, Australia, August 11-13, 1998, Springer, pp.775-784.
26. M. Aladjem, (1999) "Nonparametric Linear Discriminant Analysis by Recursive Optimization with Random Initialization ", in Lecture Notes in Computer Science 1642- Advances in Intelligent Data Analysis, IDA-99, Springer, pp.223 - 234.
27.S. Greenberg, M. Aladjem, Daniel Kogan and I. Dimitrov (2000) "Fingerprint Image Enhancement Using Filtering Techniques ", in 15th Int. Conf. on Pattern Recognition- Barcelona, September 3-8, Vol.I, , IEEE Computer Society Press, (in press)
28.M. Aladjem (2002) "Recursive training neural networks for pattern recognition ", in in l. I. Kuncheva, F. Steimann, C. Haefke, M. Aladjem, V. Novak (eds.), Proceedings of the International ICSC Congress on Computational Intelligence (CIMA' 2001), June 19-22, 2001, Bangor, Wales, UK, ICSC Academic Press, Canada/The Netherlands, 1-7 (Keynote lecture).
29.M. Aladjem (2002) "Projection pursuit fitting Gaussian mixture models ", in in T.Caelli, Amin A., Duin R.P.W., Kamel M. and Ridder D. (eds.), Lecture Notes in Computer Science 2396- Advances in Statistical, Structural and Syntactical Pattern Recognition-- Joint IAPR International Workshops SSPR'02 and SPR'02, Windsor, Canada, August 6-9, 2002, Springer, pp.380-388.
30.A. Davorah, S. Matteoli, S. Rotman, G. Tidhar, M. Diani and 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.) .
31.A. Davorah, S. Rotmanand and 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

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