General Information
NameDr. Armin Shmilovici
DepartmentDepartment of Software and Information Systems Engineering
Emailarmin@bgu.ac.il
Personal Web SitePersonal Web Site
Academic RankSenior lecturer


Journal Articles

 
[1] Shmilovici A., Transfer learning for content-based recommender systems using tree matching, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8127 LNCS, 387 - 399, (2013).
[2] Shmilovici A., Ben-Gal, Irad, Predicting Stock Returns Using a Variable Order Markov Tree Model, , 22, 5, (2011).
[3] Naamani Lihi, Shmilovici A., Active Learning Using Pessimistic Expectation Estimators, Control and Cybernetics, 38, 1, 261-280, (2009).
[4] Shmilovici A., Kahiri, Yoav, Ben-Gal, Irad, Measuring the efficiency of the intraday forex market with a universal data compression algorithm, , 33, 131--154, (2009).
[5] Shmilovici A., Measuring the Efficiency of the Intraday Forex Market with a Universal Data Compression Algorithm, Computational Economics, (2008).
[6] Shmilovici A., Pessimistic Cost-sensitive Active Learning of Decision Trees, Pattern Analysis and Machine Intelligence, (2008).
[7] Rokach L., Shmilovici A., Shmilovici A., Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns, Data Mining and Knowledge Discovery, 17, 2, 283 - 316, (2008).
[8] Ben-Gal, I, Shani, A, Gohr, Shmilovici A., A, Grau, J, Arviv, S, Posch, S, Grosse, I, Rao, GP, Wagner, C, others, Recognition of transcription factor binding sites with Variable-order Bayesian networks. , 52, 155--183, (2008).
[9] Shmilovici A., Bakir G.H., Figueras A., Rosa J.L.de la., On the simplification of an examples-based controller with support vector machines, Control Intell. Syst. (USA), 35, 1, 73 - 8, (2007).
[10] Shmilovici A., Using a VOM Model for Reconstructing Potential Coding Regions in EST Sequences, Computational Statistics, 45, 4, 293-311, (2007).
[11] Shmilovici A., Incomplete Tumor Volume Reduction May Improve Cancer Prognosis, Medical Hypotheses, 68, 6, 1236-1239, (2007).
[12] Shmilovici A., Mammalian Spore-like Cells – A Reservoir of Spare-Parts for Old Age?, Medical hypotheses, 68, 4, 767-769, (2007).
[13] Shmilovici A., Using a VOM Model for Reconstructing Potential Coding Regions in EST Sequences, Computational Statistics, 45, 4, 293-311, (2007).
[14] Shmilovici A., Mammalian spore-like cells--a reservoir of spare parts for old-age?, Medical hypotheses, 68, 4, 9, (2007).
[15] Shmilovici A., Ben-Gal, Irad, Using a VOM model for reconstructing potential coding regions in EST sequences, , 22, 49--69, (2007).
[16] Shohat-Zaidenraise, Shmilovici A., KO, Ben-Gal, I, Gene-finding with the VOM model, , 7, 45--54, (2007).
[17] Ben-Shimon D., Shmilovici A., Accelerating the relevance vector machine via data partitioning, Found. Comput. Decis. Sci. (Poland), 31, 1, 27 - 41, (2006).
[18] Goldberg Y., Shmilovici A., An expert system approach for quality assurance auditing, INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 26, 4, 415-419, (2005).
[19] Ben-Gal I., Shani A., Gohr A., Grau J., Arviv S., Shmilovici A., Posch S., Grosse I., Identification of transcription factor binding sites with variable-order Bayesian networks, Bioinformatics, 21, 11, 2657-2666, (2005).
[20] Shmilovici A., Accelerating the relevance vector machine via data partitioning, Journal of Foundations of Computing and Decision Sciences, 31, 1, 27-42, (2005).
[21] Shmilovici A., Ben-Gal, Irad, Statistical process control of the stochastic complexity of discrete processes, , 8, 55--61, (2005).
[22] Kartoun, Uri, Shmilovici A., An expert system for surveillance picture understanding, , 198, 542, (2005).
[23] Ramkddam F.., Shmilovici A., Lopez B.., de la.., Measuring progress in multirobot research with rating methods - The RoboCup example, Ieee Transactions on Systems Man and Cybernetics Part B-cybernetics, 34, 2, 1305-1308, (2004).
[24] Shmilovici A., Ben-Gal, Irad, Using a compressibility measure to distinguish coding and noncoding DNA, , 13, 215--232, (2004).
[25] Ben-Gal I.., Morag G.., Shmilovici A., Context-based statistical process control: A monitoring procedure for state-dependent processes, Technometrics, 45, 4, 293-311, (2003).
[26] Braha D., Shmilovici A., On the use of decision tree induction for discovery of interactions in a photolithographic process, IEEE Transactions on Semiconductor Manufacturing, 16, 4, 644-652, (2003).
[27] Maor S., Shapira F., Shmilovici A., A fuzzy system for package shipment selection for electronic systems, IEEE Transactions on Electronics Packaging Manufacturing, 26, 1, 31-36, (2003).
[28] Shmilovici A., Alon-Brimer Y., Hauser S., Using a stochastic complexity measure to check the efficient market hypothesis, Computational Economics, 22, 2-3, 273 - 284, (2003).
[29] Vulkan, Shmilovici A., Omer, A Fuzzy System for the Estimation of Machining Times, , 5, 131--140, (2003).
[30] Braha D., Shmilovici A., Data mining for improving a cleaning process in the semiconductor industry, IEEE Transactions on Semiconductor Manufacturing, 15, 1, 91-101, (2002).
[31] Ben-Gal, Shmilovici A., Irad, Morag, Gail, Design of control and monitoring rules for state dependent processes, , 3, 85--94, (2000).
[32] Shmilovici A., Aguilar-Martin J., Improving fuzzy systems identification with data transformations, International Journal of Approximate Reasoning, 22, 1-2, 93-107, (1999).
[33] Shmilovici A., Aguilar-Martin J., Adaptive matching pursuit of NARX models with spline basis functions, International Journal of Systems Science, 30, 8, 879-888, (1999).
[34] Shmilovici A., Maimon O., Application of adaptive matching pursuit to adaptive control of nonlinear dynamic systems, IEE Proceedings-Control Theory and Applications, 145, 6, 575-582, (1998).
[35] Shmilovici A., Maimon O., On the solution of differential equations with fuzzy spline wavelets, FUZZY SETS AND SYSTEMS, 96, 1, 77-99, (1998).
[36] Shmilovici A., Maimon O., Fuzzy rule-base solution of differential equations, Information Sciences, 92, 1-4, 233 - 254, (1996).
[37] Shmilovici A., Maimon, Z ., The fuzzy rule-base solution of differential equations, , 92, 233--254, (1996).
[38] Shmilovici A., Maimon O.Z., Heuristics for Dynamic Selection and Routing of Parts in an FMS, Journal of Manufacturing Systems, 11, 4, 285-296, (1992).
[39] Sebastian, MA, Sanchez-Sola, JM, Carrilero, MS, Gonzalez, Shmilovici A., JM, Cano, J, Marcos, M, Vulkan, Omer, Sevilla, L, THE INTERNATIONAL JOURNAL FOR MANUFACTURING SCIENCE & PRODUCTION, , (0).

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Conference Proceedings

 
[1] Askenazi Liron, Shmilovici A., Ben-Gal Irad, Agile Software Development: A Case Study in a Software Company, The 16th convention of Industrial Engineers in Israel (IEM), (2010).
[2] Marom, David ., Shmilovici A., Using the confusion matrix for improving ensemble classifiers, IEEE, 000555--000559, (2010).
[3] Shmilovici A., A Methodology for the Design of a Fuzzy Data Warehouse, IS 2008, IEEE, (2008).
[4] Shmilovici A., A logistic regression method for cost sensetive active learning, IEEE 25th Convention of Electrical and Electronics Engineers in Israel (IEEEI 2008), IEEE, (2008).
[5] Naamani Lihi, Shmilovici A., Active Learning Using Conditional Expectation Estimators, ADMKD, (2007).
[6] Shmilovici A., Active Learning Using Conditional Expectation Estimators, ADMKD’2007, Systems Research Institute Polish Academy of Sciences, (2007).
[7] Shmilovici A., Kernels for the Relevance Vector Machine – An empirical Study, 2nd workshop of algorithmic techniques for data mining. Beer Sheva, Israel 6/2006, Springer, (2006).
[8] Shmilovici A., Accelerating the relevance vector machine via data partitioning, ADBIS Workshop on Data Mining and Knowledge Discovery, INSTITUTE OF COMPUTING SCIENCE, (2005).
[9] Shohat-Zaidenraise K., Shmilovici A., Ben-Gal I., A VOM based gene-finder that specializes in short genes, 2004 23rd IEEE Convention of Electrical and Electronics Engineers in Israel,IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings, IEEE, 189 - 92, (2004).
[10] Shmilovici A., Bakir G., Marco S., Perera A., Finding the best calibration points for a gas sensor array with support vector regression, 2004 2nd International IEEE Conference on 'Intelligent Systems'. Proceedings (IEEE Cat. No.04EX791),2004 2nd International IEEE Conference 'Intelligent Systems' - Proceedings, IEEE, 174 - 7, (2004).
[11] Kartoun U., Shmilovici A., A prototype fuzzy system for surveillance picture understanding, Visualization, Imaging, and Image Processing. Proceedings of the IASTED International Conference,Visualization, Imaging, and Image Processing. Proceedings of the IASTED International Conference, Citeseer, 624 - 9, (2001).
[12] Shmilovici A., Ben-Gal I., Context dependent ARMA modeling, 21st IEEE Convention of the Electrical and Electronic Engineers in Israel. Proceedings (Cat. No.00EX377),21st IEEE Convention of the Electrical and Electronic Engineers in Israel. Proceedings (Cat. No.00EX377), IEEE, 249 - 52, (2000).
[13] Shmilovici A., Aguilar-Martn, J, Uncertainty envelopes for transient signals: the wavelet transform approach, 122--126, (1998).
[14] Shmilovici A., Maimon O., Systems identification with fuzzy spline wavelets, IEEE International Conference on Fuzzy Systems,Proceedings of the Sixth IEEE International Conference on Fuzzy Systems (Cat. No.97CH36032), IEEE, 299 - 304, (1997).
[15] Neves F., Shmilovici A., Aguilar-Martin J., Identification of distillation column operating conditions with orthogonal matching pursuit, IEEE International Conference on Fuzzy Systems,IEEE International Conference on Fuzzy Systems, IEEE, 1251 - 1257, (1997).
[16] Shmilovici A., Maimon O., On-line identification of nonlinear systems using adaptive matching pursuit, Proceedings - IEEE Convention of Electrical & Electronics Engineers in Israel,Nineteenth Convention of Electrical and Electronics Engineers in Israel. Proceedings (Cat. No.96TH8190), IEEE, 499 - 502, (1996).
[17] Shmilovici A., Maimon O., Best fuzzy rule selection with orthogonal matching pursuit, Fourth European Congress on Intelligent Techniques and Soft Computing Proceedings, EUFIT '96,Fourth European Congress on Intelligent Techniques and Soft Computing Proceedings, EUFIT '96, 592 - 6, (1996).
[18] Shmilovici A., Maimon O., Fuzzy systems identification with Orthogonal Matching Pursuit, Proceedings of the Fifth IEEE International Conference on Fuzzy Systems. FUZZ-IEEE '96 (Cat. No.96CH35998),IEEE International Conference on Fuzzy Systems, 2059 - 64, (1996).
[19] Maimon O., Shmilovici A., Fuzzy systems approximation by fuzzy spline wavelets, Proc. SPIE - Int. Soc. Opt. Eng. (USA),Proceedings of SPIE - The International Society for Optical Engineering, SPIE INTERNATIONAL SOCIETY FOR OPTICAL, 1000 - 11, (1995).
[20] Shmilovici A., Maimon O., Fuzzy systems approximation by frames - SISO case, IEEE International Conference on Fuzzy Systems,IEEE International Conference on Fuzzy Systems, IEEE, 2057 - 2062, (1995).
[21] Maimon O.Z., Shmilovici A., Bounded near-optimal control of FMS using fuzzy logic, Proceedings 1994 Japan-U.S.A. Symposium on Flexible Automation - A Pacific Rim Conference, 197 - 200, (1994).
[22] Shmilovici A., Maimon O.Z., Estimating the performance of a multiprocess, distributed processing system that is controlled with fixed priorities, 17th Convention of Electrical and Electronics Engineers in Israel. Proceedings (Cat. No.90TH0360-8),17th Convention of Electrical and Electronics Engineers in Israel. Proceedings (Cat. No.90TH0360-8), IEEE, 408 - 9, (1991).

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Technical Report

 
[1] Alon-Brimer, Shmilovici A., Yael, (23828/2002), Using a Stochastic Complexity Measure to Check the Efficient Market Hypothesis, (2002).

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misc

 
[1] Ben-Gal, Shmilovici A., Irad, Morag, Gail, Zinger, Gonen, Stochastic modeling of spatial distributed sequences, (2009).
[2] Ben-Gal, Shmilovici A., Irad, Morag, Gail, Zinger, Gonen, Stochastic modeling of time distributed sequences, (2008).
[3] Shmilovici A., MORAG, Gail, ZINGER, Gonen, others, STOCHASTIC MODELING OF SPATIAL DISTRIBUTED SEQUENCES, (2002).

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phdthesis

 
[1] Shmilovici A., Methods for Control and Dynamic Routing in Flexible Manufacturing Systems: Analysis and Design, (1991).

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incollection

 
[1] Shmilovici A., Support Vector Machines, Springer, (2010).
[2] Ben-Shimon, Shmilovici A., David, Kernels for the Relevance Vector Machine-An Empirical Study, Springer, (2006).
[3] Shmilovici A., Support vector machines, Springer, (2005).

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