Department of Electrical & Computer Engineering 

Recent Publications:

Refereed articles in scientific journals (1991 - Present)
Conference proceedings (1991 - Present)


Refereed articles in scientific journals (1991 - Present)

15. M. Aladjem, (1991) "Parametric and nonparametric linear mappings of multidimensional data", Pattern Recognition, vol.24, No 6, 543-553. [full text (PDF)]
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. [full text (PDF)]
17. M. Aladjem and I. Dinstein, (1992) "Linear mappings of local data structures", Pattern Recognition Letters, vol. 13,153-159. [full text (PDF)]
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. [full text (PDF)]
19. M. Aladjem, ( 1993) " Significance of control parameters of a nonparametric linear mapping procedure", Pattern Recognition Letters, vol. 14, No 8, 637-645. [full text (PDF)]
20. M. Aladjem, (1994 ) " Multiclass discriminant mappings", Signal Processing, vol. 35, 1-18. [full text (PDF)]
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. [full text (PDF)]
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. [full text (PDF)]
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.[full text (PDF)]
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.[full text (PDF)]
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.[full text (PDF)]
26. M. Aladjem (2000) "Recursive training Neural Networks for Classification", IEEE Trans. on Neural Networks , Vol.11, , pp.496-503. [full text (PDF)] [Fig. 1, POSTSCRIPT] [Fig. 2, POSTSCRIPT]
27. S. Greenberg, M. Aladjem, D. Kogan (2002) "Fingerprint Image Enhancement Using Filtering Techniques", Real-Time Imaging, Vol. 8, pp.227-236. [full text (PDF)] [Figures and Tables, Acrobat, Format-PDF]
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. [full text (PDF)]
29. I. Pima, M. Aladjem(2004) "Regularized discriminant analysis for face recognition", Pattern Recognition , Volume 37, Issue 9, September 2004, pp. 1945-1948 , [full text (PDF)]
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, [full text (PDF)]
31. M. Aladjem(2005) "Projection Pursuit Mixture Density Estimation", IEEE Transactions on Signal Processing , vol.53, No 11, pp.4376-4383. [full text (PDF)]
32. E. Mor , M. Aladjem(2005) "Boundary Refinements for Wavelet-Domain Multiscale Texture Segmentation", Image and Vision Computing , vol. 23, pp.1150-1158. [full text (PDF)]
33. H. Zohar ,M. Aladjem (2007) "Regularized Mixture Discriminant Analysis", Pattern Recognition Letters , vol.28, pp.2104-2116. [full text (PDF)]
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. [full text (PDF)]
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.30923102
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

  Conference proceedings (1991 - Present)
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. [full text, Acrobat, Format-PDF]
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. [full text, Acrobat, Format-PDF]
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. [full text, Acrobat, Format-PDF]
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.  [full text, Acrobat, Format-PDF]
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.  [full text, Acrobat, Format-PDF]
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. [full text, Acrobat, Format-PDF]
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. [full text, Acrobat, Format-PDF]
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.[full text, Acrobat, Format-PDF]
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. [Page 1, Acrobat, Format-PDF] [Pages 2,3, Acrobat, Format-PDF]
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. [Page 1, Acrobat, Format-PDF] [Pages 2-10, Acrobat, Format-PDF]
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. [full text, Acrobat, Format-PDF]
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) [full text, Acrobat, Format-PDF]
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). [full text, POSTSCRIPT]
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. [full text, Acrobat, Format-PDF]

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