|
|
|
|
|
|||||
Armin Shmilovici, Ph.D. – Senior
Lecturer Short Biography: I received the B.Sc. and
M.Sc. degrees in electrical and electronics engineering and the Ph.D. degree
in industrial engineering from My current research interests are in the analysis and modeling of complex systems (such as the flow of information in business processes) with “soft computing” methods, such as fuzzy expert systems, data mining, and intelligent agents. I published more than 50 articles in journals and international conference proceedings. Selected Publications: A. Shmilovici, O.Z. Maimon (1998), "On the Solution of
Differential Equations with Fuzzy Spline Wavelets", Fuzzy Sets and
Systems, 96(1):77-99. A. Shmilovici, J. Aguilar-Martin (1999), “Improving Fuzzy
Systems Identification with Data Transformations”, Int. J. of
Approximate Reasoning, 22:93-107. I. Ben-Gal, G.
Morag, A. Shmilovici (2003), “CSPC: A Monitoring Procedure for
State Dependent Processes”, Technometrics, 45(4):293-311. D. Braha, A. Shmilovici
(2003), “On the use of Decision Tree Induction for Discovery of
Interactions in a Photolithographic Process", IEEE Trans. on
Semiconductor Manufacturing, 16(4):644-652. A. Shmilovici, F. Ramkddam, B. Lopez, J. L. de A. Shmilovici, Y. Kahiri+,
Contact Information: Tel:+972-8-6477550
(office), +972-8-6477003 (secretary); Fax: +972-8-6477527; E-Mail: {armin}@bgumail.bgu.ac.il Room 19, Building 93, Dept. of Information Systems Engineering P.O.Box 653, Beer-Sheva 84105, Israel |
|||||||||
Professional
Activity |
|||||||||
My CV |
|||||||||
Project
Proposals |
|||||||||
|
|||||||||
|
|
|
|
|
|
|
Last update:
2/2010 |
||
July 1986 |
B.Sc. in Electrical and
Electronics Engineering, Tel-Aviv University, Israel |
June 1991 |
M.Sc. in Electronics
Engineering, Tel-Aviv University, Dept. of Electronic Systems Communication
and Control. Thesis: "Modeling, Control,
and Performance Evaluation of Flexible Manufacturing Systems". Advisor: O. Maimon |
October 1997 |
Ph.D., Dept. of Industrial
Engineering, Tel-Aviv University. Dissertation:
"Quantitative Methods in Fuzzy Systems, with Applications to Industrial
Engineering". Advisor: O. Maimon |
NATO-ASI, “Fuzzy Modeling and Control”, June 1996, Antalya, Turkie
NATO-ASI, “Model Based Process Control”, August 1997, Antalya, Turkie
EU-TMR, “Fuzzy Logic Control
- Advances in Methodology”, June 1998,
EU-TMR, “Mobile Robots -
Advances and Developments”, September 1998,
EU-TMR, “Forecasting in Econometrics”, 9th EC Conference, December 1998, Stockholm, Sweden- discussant
EU-TMR, “Formal Methods for
Open Object Based Distributed Systems, February 1999,
EU-TMR, “Fuzzy Logic
Control – Advances in Applications”, April 1999, Delft,
EU-TMR, “Architecture and
Programming of Parallel High Performance Systems”, July 1999, Groningen,
EU-TMR, “European Advanced
Robotics Systems Development – Medical Robotics”, September 1999,
EU-TMR, Dagstuhl Seminar 331 – “Intelligent Data Analysis”, August 2000, Wadern, Germany - lecture
EU-TMR, “Frontiers for
Computational Micromechanics in Industrial and Engineering Materials”,
August 2000,
NATO-ASI, “Intelligent
methods in Bioinformatics”, October 2001,
NATO-ASI, "Learning Theory
and Practices", July 2002,
Planet'03, "
NATO-ASI, "Data Fusion for
Situation Monitoring, Incident Detection", August 2003,
NATO-ASI, "Engineering
Theories of Software Intensive Systems", August 2004,
NATO-ASI, "Emerging Computer
Security Technologies", October 2005,
NATO-ASI, "Mining Massive
Data Sets for Security", September 2007,
ESF-FMSH, Entre-Sciences Conference in Interdisciplinary Environmental Sciences,
"New Methodologies and Interdisciplinary Approaches in Global Change Research", November 2008, Island of Porquerolles, France.
NATO-ASI, " Microsystems for
Security - Fundamentals & Applications", August 2009
10/2009-now |
Senior
Lecturer, |
10/2002-9/2009 |
Lecturer,
|
11/2001-9/2002 |
Visiting Professor, Universitat de Girona, Dept.
d'Electronica, Informatica i Automatica ( |
3/1998-10/2001 |
Lecturer, |
10/1999-7/2001 |
External lecturer, |
5/1997-2/1998 |
Research Associate, Centre National de la Recherche
Scientifique ( |
9/1996-4/1997 |
Research Associate, |
1/1991-8/1996 |
Systems Engineer and member of the research staff, |
9/1988-8/1996 |
Teaching and Research Assistant, |
10/1986-4/1987 |
Technical Officer, Medical Corps, military service
in the Israeli Army. |
4. K. Kogan, E. Khmelnitsky
and A. Shmilovici (1998), "A Tandem Approach to Near Optimal Setup
Scheduling in Manufacturing Systems", Int. J. of Quantitative
Optimization, vol. 4 no.1, pp. 55-67.
8. I. Ben-Gal, A. Shmilovici,
G. Morag+ (2000), “Design of Control
and Monitoring Rules for State Dependent Processes”, Int. J. for
Manufacturing Science and Production, Vol. 3, NOS. 2-4, pp. 85-93.
9 D. Braha, A. Shmilovici
(2002), “Data Mining for Improving a Cleaning Process in the
Semiconductor Industry”, IEEE Trans. on Semiconductor Manufacturing,
Vol. 15, No. 1, pp. 91-101.
10
12
13 D. Braha, A. Shmilovici
(2003), “On the use of Decision Tree Induction for Discovery of
Interactions in a Photolithographic Process", IEEE Trans. on Semiconductor
Manufacturing, Vol. 16, No. 4, pp. 644-652.
16 O. Vulkan+ and A. Shmilovici (2004), “A
Fuzzy System for the Estimation of Machining Times”, Int. J. for
Manufacturing Science and Production, Vol. 5, No. 3, pp. 131-139.
17 I. Ben-Gal, A. Shani+, A. Gohr+,
J. Grau+, S. Arbiv+, A. Shmilovici, S. Posch, I. Grosse (2005), “Identification of Transcription
Factor Binding Sites with Variable-order Bayesian Networks”, Bioinformatics, Vol. 21, no. 11,
pp. 2657-2666.
18 Y. Goldberg+ and A. Shmilovici (2005), "An
Expert System Approach for Quality Assurance Auditing", International Journal
of Advanced Manufacturing Technology, Vol. 26, No. 4, pp. 415-419.
20 K.O.S Zaidenraise+, A. Shmilovici, I. Ben-Gal (2005),
"Gene-Finding with the VOM Model", accepted to Computational
Methods in Science and Engineering, forthcoming.
21 D. Ben-Shimon+, A. Shmilovici (2006), “Accelerating the
Relevance Vector Machine via Data Partitioning”, Journal of Computing
and Decision Sciences, Vol. 31, No. 1, pp. 27-41.
22 A. Shmilovici,
G.H. Bakir+, A. Figueras+, J.L. de
Articles in Other in
Scientific Journals
+collaboration with graduate students
2. O.Z. Maimon, A. Shmilovici
(1994), "Bounded Near Optimal Control of FMS using Fuzzy Logic",
Proceedings of Japan-USA Symposium on Flexible Automation - A Pacific Rim
Conference, July 11-18, Kobe, Japan ,Vol. 1, pp. 197-200.
4. O.Z. Maimon, A. Shmilovici
(1995), "Fuzzy Systems Approximation by Fuzzy Spline Wavelets",
SPIE - The International Society for Optical Engineers, Proceedings no.
2491-92, "Wavelet Applications for Dual Use", Chairman H. Szu, 17-21
April, Orlando Florida, pp. 1000-1011.
11.
A. Shmilovici, O. Maimon (1996), “On-line Identification of
Nonlinear Systems using Adaptive Matching Pursuit”, Proceedings of the
19th Convention of Electrical and Electronics Engineers in Israel, November
5-6, Jerusalem, Israel. (preliminary version of part of journal paper no. 5)
12.
A. Shmilovici, A. Shtub (1996), "A Prototype Fuzzy System
for Estimating the Cost of Assembly Systems", International Conference on
Fuzzy Logic and Applications, FUZZY'97,
13.
A. Shmilovici, J. Aguilar-Martin (1997), "Fuzzy Systems
Identification Using Data Transformations", Proceedings of the Seventh
International Fuzzy Systems Association World Congress, IFSA'97, Vol. 2, pp.
330-335, June 25-29, Prague, Czec Republic. (preliminary version of part
of journal paper no. 7)
14.
A. Shmilovici, O. Maimon (1997), "Systems Identification
with Fuzzy Spline Wavelets", Proceedings of the Sixth International
Conference on Fuzzy Systems FUZZ-IEEE'97, July 1-5, Barcelona, Spain, Vol. 1,
pp. 299-304
15.
F. Neves, A. Shmilovici J. Aguilar-Martin (1997),
"Identification of Distillation Column Operating Conditions with
Orthogonal Matching Pursuit", Proceedings of the Sixth International
Conference on Fuzzy Systems FUZZ-IEEE'97, July 1-5, Barcelona, Spain, Vol. 3,
pp. 1251-1257.
16.
A. Shmilovici, J. Aguilar-Martin (1998), "Uncertainty
Envelopes for Transient Signals - the Wavelet Transform Approach ",
Proceedings of the 7th International Conference on Information Processing and
Management of Uncertainty in knowledge based systems (IPMU'98), Paris, France,
July 6-10, pp. 122-126.
17.
I. Ben-Gal, A. Shmilovici, and G. Morag+ (2000), "Design of
Control and Monitoring Rules for State Dependent
Processes." Proceedings of the 2000 International CIRP Design
Seminar, May
16,
18.
I. Ben-Gal, A. Shmilovici, and G. Morag+ (2000), “Statistical
Control of Production Processes via monitoring of Buffer Levels”,
Proceedings of the 9th International Conference on Productivity & Quality
Research, June 26, Jerusalem, Israel. (preliminary version of part of journal paper no. 8)
19.
A. Shmilovici, I. Ben-Gal (2000), “Context Dependent ARMA
Modeling” Proceedings of the 21st convention of Electrical and
Electronic Engineers in Israel, April 11-12, Tel-Aviv, Israel.
20.
A. Shmilovici, Y. Alon-Brimer+ (2000), “Measuring
Stochastic Complexity in Data with Applications to testing the efficiency of
the Israeli Stock Exchange” Proceedings of the 11th Industrial
Engineering and Management Conference, May 3-4, Beer-Sheva, Israel, (in Hebrew)
pp. 6-10.
(preliminary version of part of conference paper no. 26)
21.
I. Ben-Gal, A. Shmilovici, and G. Morag+ (2000), “An Information Theoretic
Approach for Adaptive Monitoring of Processes”, Proceedings of the
NATO-ASI, September 18,
22. H. Stern, U. Kartoun+, A. Shmilovici (2001), “A
Prototype Fuzzy System for Surveillance Picture Understanding”,
Proceedings of IASTED International Conference on Visualization, Imaging and
Image Processing (VIIP2001), September 3-5,pp.624-629, Marbella, Spain.
23. Y. Alon-Brimer+ and A. Shmilovici (2002),
“Choosing Series for Prediction - the Case of the Israeli Stock
Exchange”, Proceedings of the 12th Industrial Engineering and Management
Conference, March 6-7, Tel-Aviv, Israel, pp. 131-135, (in Hebrew).
24. B. Chizi+, A. Shmilovici, O. Maimon (2002),
"Dimension Reduction of High Dimensional Datasets", Proceedings of
the 12th Industrial Engineering and Management Conference, March 6-7, Tel-Aviv,
Israel, pp. 232-236.
25. B. Chizi+, A. Shmilovici, O. Maimon (2002),
"On Dimensionality Reduction of High Dimensional Data sets",
Proceedings of the 2nd-Euro International Symposium on Computational
Intelligence, June 16-19, 2002, "Best Paper award".
Appeared in
26. Y. Goldberg+ A. Shmilovici (2003), "A
Prototype Fuzzy System for Classification of Quality Inspections Results",
International Conference on Computational Intelligence for Modeling, Control
and Automation, CIMCA'2003, February 12-14, Vienna, Austria. M. Mohammadian
(Ed.) CIMCA 2003 Proceedings ISBN 1740880684. (preliminary version of part
of journal paper no. 15)
27. M. Cohen+., A Shmilovici (2004), "Using
Data Mining to Increase the Production of a Potash Granulization Process in the
Dead Sea Works, Proceedings of the 13th Industrial Engineering and Management
Conference, March 16-17, Tel-Aviv, Israel, 5p. (in Hebrew).
28. A. Shmilovici,
G.H. Bakir, S. Marco, A. Perera (2004), "Using Support Vector Regression
to Find the Best Calibration Points for a Gas Sensor Array", 2nd
International IEEE Conference on Intelligent Systems (IS'2004), Varna,
Bulgaria, June 22-24, pp.174-177.
29. A. Shmilovici,
S. Barnea+, L. Kadosh+,
L. Barnes+ (2004), "A Ball
Management Policy Based on Stochastic Trajectory Estimation", Proceedings
of the 9th International Conference on Information Processing and Management of
Uncertainty in Knowledge Based Systems (IPMU'2004), Perugia, Italy, July 4-9,
pp.2133-2138.
30. K.O.S
Zaidenraise+, A. Shmilovici, I.
Ben-Gal (2004), "A VOM Based Gene-Finder that Specializes in Short
Genes", accepted to Proceedings of the 23th Convention of Electrical and
Electronics Engineers in Israel, September 6-7, Herzelia, Israel, pp.189-192.
31. H. Stern, U.
Kartoun+, A. Shmilovici (2005),
“A Fuzzy System for Surveillance Picture Understanding”, in E.
Shahbazian, G. Rogova, P. Valin (editors) "Data Fusion for Situation Monitoring,
Incident Detection, Alert and Response Management", NATO Science series,
Series III: Computers and Systems Sciences V. 198, pp. 542-552, IOS Press (a derivative of conference
paper no. 22)
32. A. Shmilovici
(2005), "Support Vector Machines", chapter in O. Maimon and L. Rokach
(editors), Data Mining and Knowledge Discovery Handbook: A Complete Guide for
Practitioners and Researchers, 20p., Springer.
33. A. Shmilovici
and I. Ben-Gal (2005), "Statistical Process Control of the Stochastic
Complexity of Discrete Processes", proceedings of the International
Symposium on Stochastic Models in Reliability, Safety, Security and Logistics,
SMRSSL'05, February 15-17 2005, Beer-Sheva, Israel, pp. 319-323. (preliminary version of part
of journal paper no. 19)
34. D. Ben-Shimon+, A. Shmilovici (2005),
“Accelerating the Relevance Vector Machine via Data Partitioning”,
Proceedings of the 1st ADBIS workshop on Data Mining and Knowledge Discovery,
ADMKD’2005, September 15-16, Tallin, Estonia, pp. 25-34. (preliminary version of part
of journal paper no. 21)
35. I. Ben-Gal, A.
Shani+,
A. Gohr+, J.
Grau+, S. Arbiv+, A. Shmilovici, S.
Posch, I. Grosse (2006), "Recognition of Transcription Factor Binding
Sites with Variable-order Bayesian Networks" In: G.P. Rao, (Editor)
Application of Genomics & Bioinformatics in Plant Biotechnology, Studium
Press, Houstan, Texas USA, forthcoming (a derivative of journal paper no. 17)
36. D. Ben-Shimon+, A. Shmilovici (2006),
“Kernels for the Relevance Vector Machine – An Empirical
Study”, Algorithmic Techniques of Data Mining, ATDM’06, June 5-7,
37. D. Ben-Shimon+, A. Shmilovici (2006), “A
Working Set Algorithms for Accelerating the Relevance Vector Machine”,
Proceedings of the 10th International Conference on Information Processing and
Management of Uncertainty in Knowledge Based Systems (IPMU'2006), Proceedings
Poster Sessions pp. 56-59,
39. I. Ben-Gal, A. Shani+, A. Gohr+, J. Grau+, S. Arbiv+, A. Shmilovici, S.
Posch, I. Grosse (2008), "Recognition of Transcription Factor Binding
Sites with Variable-order Bayesian Networks" In: G.P. Rao, G. Wagner, R.K.
Singh (Eds.) Application of Genomics & Bioinformatics in Plant
Biotechnology, Studium Press, Houstan, Texas USA, pp. 155-183. (a derivative of journal
paper no. 17)
+collaboration with graduate students
4. O. Maimon, A. Shmilovici
(1995), "Multiresolution Analysis of Flexible Manufacturing
Systems", Extended Summary, Proceedings of the 13th International
Conference on Production Research, Aug.,
7. A. Shmilovici,
8. A. Shmilovici,
L. Evyatar+ (2000), “Business
Modeling with the "Priority" ERP software”, Proceedings of the
3rd University Synergy Round Table; E-Enterprise 2000: Structures
and Systems,
9. Y. Alon-Brimer+, A. Shmilovici (2001),
“Checking the Efficiency of the Israeli Stock Index by Measuring the
Stochastic Complexity”, Proceedings of the 17th Israeli
Economic Association, 3 May,
10. A. Shmilovici, I. Ben-Gal (2001),
“Identifying
Promoters by VOM Modeling”, poster session, NATO-ASI, “Intelligent methods in
Bioinformatics”, October,
11. Y. Alon-Brimer+, A. Shmilovici, S.
Hauser (2002), "Forecasting with Rissanen’s Context Tree Model - an
Application to the Israeli Stock Market", Accepted to The 22nd
International Symposium on Forecasting,
Trinity College, Dublin, Ireland , June 23-26.
12. Y. Alon-Brimer+, A. Shmilovici, S.
Hauser (2002), "Using a Stochastic Complexity Measure to Check the
Efficient Market Hypothesis", Proceedings of the 8th International
Conference of the Society for Computational Economics, Computing in Economics
and Finance, Aix-En-Provence, France, June 27-29. (web) (preliminary version of
part of journal paper no. 11)
13. A. Shmilovici (2002), "Applications
of Datamining in Semiconductor Manufacturing". poster session NATO-ASI,
"Learning Theory and Practices", July,
14. A. Shmilovici, Y. Kahiri+, S. Hauser, "Using a
Stochastic Complexity Measure to Check the Efficiency of the Forex
Market", Econometric Time Series analysis - Methods and Applications, Sept
29-Oct. 1, Linz, Austria, 2003.
15. S. Shmilovici, Y. Kahiri+, A. Hauser (2004), "Forecasting
with a Universal Data Compression Algorithm: The Forex Market Case", T.
Simos and G. Maroulis (Eds.), International Conference of Computational Methods
in Science and Engineering 2004 (ICCMSE 2004), 19-23 November,
16. A. Shmilovici, I. Ben-Gal (2004),
"On the Application of Statistical Process Control to the Stochastic
Complexity of Discrete Processes", T. Simos and G. Maroulis (Eds.),
International Conference of Computational Methods in Science and Engineering
2004 (ICCMSE 2004), 19-23 November,
17. K.O.S Zaidenraise+, A. Shmilovici, I. Ben-Gal (2004),
"Gene-Finding with the VOM Model", T. Simos and G. Maroulis (Eds.),
International Conference of Computational Methods in Science and Engineering
2004 (ICCMSE 2004), 19-23 November,
18. Y. Kahiri+, A. Shmilovici, S. Hauser (2006),
"Measuring the Efficiency of the Intraday Forex Market with a Universal
Data Compression Algorithm", Proceedings of the 10th International
Conference of the Society for Computational Economics, Computing in Economics
and Finance, Limassol, Cyprus, June 22-24. (web).
19. L. Naamani+, L.
Rokach, A. Shmilovici (2008), “A Logistic Regression Method for Cost
Sensitive Active Learning”, Proceedings of the 25st convention of
Electrical and Electronic Engineers in Israel, (IEEEI) December 3-5, Eilat,
Israel, pp. 707-710.
20. L. Ashkenazi+,
A. Shmilovici, I. Ben-Gal (2010), "Agile Software Development: A Case
Study in a Software Company", Proceedings of the 16th
convention of Industrial Engineers in Israel (IEM), Tel-Aviv, Israel, March
23-24, 4p.
1 O.Z. Maimon, A. Shmilovici,
"Estimating Servers Utilization in a Queue with Ordered Entry to
Heterogenous Servers", TR-1991.
3. O. Maimon, A. Shmilovici,
"Integration of Flow Control and Workload Assignment in a FMS with
Heterogenous Machines and Heterogenous Process Plans", TR-1993.
14. D. Braha, A. Shmilovici,
"On Composite Classifiers as Standard Data Mining Tool", TR-2002.
15. D. Braha, A. Shmilovici,
“Knowledge Discovery in a Multistage Semiconductor Manufacturing
Process". TR-2002.
17.
Courses taught
Laboratory for Advanced Control - 4th Y. Electronics
Engineering – Instructor - TAU[1]
Laboratory for Microprocessors - 4th Y. Electronics
Engineering – Instructor - TAU
Laboratory for Robotics and Automation - Manufacturing
Engineering – Instructor-BGU
Final Project - 4th Y. Electronics Engineering –
Advisor-TAU
Operation Systems - 2nd Y. Industrial Engineering -
Teaching Assistant - TAU
Computer Networks for Manufacturing - 4th Y.
Industrial Engineering – Lecturer - TAU,BGU
Fuzzy Systems for Manufacturing - graduate level
course – lecturer - BGU
Information Systems in the Industry (ERP) - 4th Y.
Industrial Engineering – Lecturer – TAU,BGU
Introduction to Operations Research - 2nd Y.
Management – Lecturer - BGU
Computer Integrated Manufacturing Systems - 3th Y.
Industrial Engineering – Lecturer - BGU
Simulation Modeling and Analysis - 3th Y. Industrial
Engineering – Lecturer - BGU
Operation Systems - 2nd Y. Information Systems
Engineering - Lecturer - BGU
Data Warehousing - 4th Y. Information Systems
Engineering - Lecturer - BGU
Undergraduate final project seminar - 4th Y. Information
Systems Engineering - supervisor - BGU
Introduction to Production Management - 2nd Y.
Information Systems Engineering - Lecturer - BGU
Computational Models and Algorithms - 2nd Y.
Information Systems Engineering - Lecturer - BGU
Estimation and Hypothesis Testing- 2nd Y. Information
Systems Engineering - Lecturer - BGU
New Course development
Computer Networks for Manufacturing
Fuzzy Systems for Manufacturing
Information Systems in the Industry (ERP)
Alon-Brimer Yael, M.Sc. dissertation “Measuring
the Efficiency of the Israeli Stock Market by the Context Tree Model”, 8/2000-4/2002
(together with
Shohat Zaidenrais Keren-Or, M.Sc. dissertation
"Gene Finding via Context Learning Models”, 10/2002-6/2004
(together with I. Ben-Gal,
Kahiri Yoav, M.Sc. dissertation "Measuring the Efficiency
of the Forex Market via the Context Tree Model”, 3/2003-10/2004
(together with
Cohen Moshe, M.Sc. dissertation "Using Data-Mining to
Increase the Production of a Potash Granulation Process in the Dead Sea
Works", 11/2003-1/2005
Ben-Shimon David, M.Sc. dissertation "Accelerating the
Relevance Vector Machine Algorithm", 5/2005-4/2006
Sapir Lior, M.Sc. dissertation "A
Methodology for the Construction of a Fuzzy Data Warehouse", (together
with L. Rokach), 11/2005-7/2008
Naamani Lihi, M.Sc. dissertation "Active
Data-mining", (together with L. Rokach), 11/2006-7/2008
Sargon Yaniv, M.Sc. dissertation "On Optimizing
Recursive Queries on Federated Databases", (together with M. Balaban), 9/2006-9/2008
United States Patent 7424409, “Stochastic
Modeling of Time-Distributed Sequences” (co-authored with Ben-Gal, Morag+,
Zinger) ,
filing date 19/2/2002, publication date 09/09/2008
United States Patent 7613572, "Stochastic modeling of spatial distributed sequences (co-authored with Ben-Gal, Morag+, Zinger) , filing date 20/2/2002, publication date 11/03/2009
Principle Investigator: ”Diagnostics
of Production Runs Anomalies through Context Identification”, CONSIST
(Software development for industrial processes), MAGNET program, Ministry of Trade
and Industry, (together with M. Last), 3/1999-4/2002, approved budgets $36k,
$89k,$85k,$23k (journal papers no. 8,11 conference papers no. 17,
18,20,21,23,26)
Principle
Investigator: “Developing Hierarchically Decomposed Yield Models”,
WFCM (Wafer Fab Cluster Management – The consortium for control and
management of manufacturing clusters in the semiconductor circuit industry),
MAGNET program, Ministry of Trade and Industry, (together with D. Braha),
11/1999-8/2001, approved budgets $65,000, $65,000. (journal
papers no. 9,13 extended abstract no. 12)
Principle
Investigator: “Developing Models and Methods for Optimal Utilization and Control
of a LSRT Network”, LSRT (Large Scale Rural Telephony), MAGNET program,
Ministry of Trade and Industry, (together with
Principle Investigator: “Building
infrastructure for research on Multi-robot cooperation”
-The Caesarea Edmond Benjamin de Rothdchild
Foundation, 2000, $17,500, donation.
-Aladin Information Systems, (together with
Y. Elovici) 2001-2002, $7,500, donation.
(conference paper no. C30)
Principle
Investigator: A Web-application for local forecasting of micro-climate and
particle flow in air, Israeli Ministry of the Environment, $15,000, 2008.
Co-PI: STMP Study (applications of mobile
datamining to traffic control), Deutsche Telekom Laboratories (BGU), together
with M. Last and Y. Ben-Shimol, 10/2007-5/2008, approved budget Euro 124,000.