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בית הספר למדעי המחשב

המכללה האקדמית תל-אביב

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ד"ר אלון שקלר סגל בכיר לשעבר

הצגה: רשמי, שנתי, לינארי.

מאמרים בעתונות מדעית

13 A. Schclar, L. Rokach and A. Amit. Ensembles of Classifiers based on Dimensionality Reduction, Intelligent Data Analysis, כרך 21, מספר 3, עמודים 467–489, June 2017.
12 A. Nemtzov, A. Averbuch and A. Schclar. Matrix Compression using the Nyström Method, Intelligent Data Analysis, כרך 20, מספר 5, עמודים 997–1019, September 2016.
11 E. Menahem, A. Schclar, L. Rokach and Y. Elovici. Securing Your Transactions: Detecting Anomalous Patterns in XML Documents, Information Sciences, כרך 326, עמודים 71–88,, January 2016.
10 L. Rokach, A. Schclar and E. Itach. Ensemble Methods for Multi-label Classification, Expert Systems with Applications, כרך 41, מספר 16, עמודים 7507–7523,, November 2014. arxiv
9 L. Rokach and A. Schclar. k-Anonymized Reducts, International Journal of Granular Computing, Rough Sets and Intelligent Systems, כרך 2, מספר 3, עמודים 196–210,, 2012.
8 A. Schclar, L. Rokach, A. Abramson and Y. Elovici. User Authentication Based on Representative Users, IEEE Transactions on Systems, Man, and Cybernetics, Part C, כרך 42, מספר 6, November 2012.
7 C. Feher, Y. Elovici, R. Moskovitch, L. Rokach and A. Schclar. User Identity Verification via Mouse Dynamics, Information Sciences, כרך 201, עמודים 19–36,, October 2012.
6 A. Averbuch, N. Rabin, A. Schclar and V. Zheludev. Dimensionality reduction for detection of moving vehicles, Pattern Analysis and Applications, כרך 15, עמודים 19–27,, February 2012.
5 A. Schclar, A. Averbuch, K. Hochman, N. Rabin and V. Zheludev. A diffusion framework for detection of moving vehicles, Digital Signal Processing, כרך 20, מספר 1, עמודים 111–122, January 2010.
4 A. Averbuch, V. Zheludev, N. Rabin and A. Schclar. Wavelet based acoustic detection of moving vehicles, Multidimensional Systems and Signal Processing, כרך 20, מספר 1, עמודים 55, 2009.
3 M.A. Golub, M. Nathan, A. Averbuch, E. Lavi, V.A. Zheludev and A. Schclar. Spectral multiplexing method for digital snapshot spectral imaging,, Applied Optics, כרך 48, עמודים 1520–1526, 2009.
2 A. Schclar. A diffusion framework for dimensionality reduction, באוסף O. Maimon and L. Rokach (עורכים), Soft Computing for Knowledge Discovery and Data Mining, עמודים 315–325, Springer, 2008.
1 A. Averbuch, A. Schclar and D. Donoho. Deblocking of Block-Transform Compressed Images Using Weighted Sums of Symmetrically Aligned Pixels”, IEEE Transactions on Image Processing, כרך 14, מספר 2, עמודים 200–212, February 2005.

מאמרים בכנסים

17 R. Saabni and A. Schclar. Facial Expression Recognition using Combined Pre-trained Convolutional Models, באוסף Proceedings of the 9th International Conference on Soft Computing, Artificial Intelligence and Applications (SAI 2020, July 11, 2020.
16 K. Hochman, A. Averbuch, A. Schclar and R. Saabni. A Manifold Learning Framework for the Detection of Cardiac Disorders in Acoustic Signals, באוסף Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020, February 22, 2020.
15 A. Schclar and A. Averbuch. A Diffusion Approach to Unsupervised Segmentation of Hyper-Spectral Images, באוסף C. Sabourin, J. Merelo, K. Madani and K. Warwick (עורכים), Studies in Computational Intelligence, כרך 829, Springer, 2019, Extended versions of selected papers from IJCCI 2017)..
14 A. Schclar and A. Averbuch. Unsupervised Detection of Sub-pixel Objects in Hyper-Spectral Images via Diffusion Bases, באוסף Proceedings of the 11th International Conference on Neural Computation Theory and Applications (NCTA 2019, September 17, 2019.
13 A. Schclar and A. Averbuch. Unsupervised Segmentation of Hyper-Spectral Images via Diffusion Bases, באוסף Proceedings of the 9th International Joint Conference on Computational Intelligence (IJCCI 2017, November 1, 2017.
12 A. Schclar and A. Averbuch. Diffusion Bases Dimensionality Reduction, באוסף Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015, November 11, 2015.
11 A. Bar, L. Rokach, G. Shani, B. Shapira and A. Schclar. Improving Simple Collaborative Filtering Models Using Ensemble Methods, באוסף 11th International Workshop on Multiple Classifier Systems (MSC 2013), May 2013.
10 T. Porat, A. Schclar and B. Shapira. MATE – A Mobile Analysis Tool for Usability Experts, באוסף ACM SIGCHI 2013, May 2013.
9 A. Schclar, L. Rokach and A. Amit. Diffusion Ensemble Classifiers, באוסף Proceedings of the 4th International Conference on Neural Computation Theory and Applications (NCTA 2012, October 2012.
8 L. Rokach and A. Schclar. k-Anonymized Reducts, באוסף IEEE conference on Granular Computing (GrC 2010, August 2010.
7 A. Gershman, A. Meisels, K. Lüke, L. Rokach, A. Schclar and A. Sturm. A Decision Tree Based Recommender System, באוסף 10th International Conference on Innovative Internet Community Systems (IICS 2010, June 2010.
6 A. Schclar, A. Meisels, A. Gershman, L. Rokach, A. Tsikinovsky and L. Antwarg. Ensemble Methods for Improving the Performance of Neighborhood-based Collaborative Filtering, באוסף Proceedings of the ACM Conference on Recommender Systems (RecSys 2009, October 2009.
5 A. Schclar and L. Rokach. Random Projection Ensemble Classifiers, באוסף Lecture Notes in Business Information Processing, Proceedings of the 11th Conference on Enterprise Information Systems (ICEIS 2009, May 2009. arxiv
4 L. Rokach, A. Meisels and A. Schclar. Anytime AHP Method for Preferences Elicitation in Stereotype-Based Recommender System, באוסף Proceedings of the 10th Conference on Enterprise Information Systems (ICEIS 2008, June 2008.
3 A. Averbuch, G. Gelles and A. Schclar. Fast Image-Completion via Comparison of Incomplete Patches, באוסף Proceedings of the International Workshop on Multimedia Content Representation, Classification and Security (MRCS 2006, September 2006.
2 A. Averbuch and A. Schclar. A real-time algorithm for vision-based localization, באוסף Proceedings of the 46th International Symposium on Navigation, Multimedia and Marine (ELMAR 2004, June 2004.
1 A. Schclar, A. Averbuch and D. Donoho. Deblocking of Block-DCT Compressed Images Using Deblocking Frames of Variable Size”, באוסף IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2002, May 2002.
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