Pagina 1 – Curriculum vitae of Iuliana Munteanu

Name Iuliana Munteanu

Address Str. Academiei 14, sector 1, Bucureşti, 010014, România

Phone +4 021-314.35.08/2164

Fax

E-mail pmiulia@fmi.unibuc.ro

Nationality Romanian

Date of birth 01/11/1963

PROFESSIONAL

EXPERIENCE

• Duration (from – to) October 2000 - Present

• Name and address of

employer

University of Bucharest

• Type of activity Research and teaching

• Position Lecturer

• Main activities and

responsibilities

Courses and seminars at undergraduate level.

Research in the field of numerical analysis, optimization methods,

numerical and functional methods, artificial intelligence, machine

learning, statistical pattern recognition, computer programming,

continuous mechanics.

• Duration (from – to) Octomber 1995 - October 2000

• Name and address of

employer

University of Bucharest

• Type of activity Research and teaching

• Position Teaching Assistant

• Main activities and

responsibilities

Courses and seminars at undergraduate level.

Research in the field of numerical analysis, optimization methods,

numerical and functional methods, continuous mechanics, rock

mechanics.

• Duration (from – to) Octomber 1991 – Octomber 1995

• Name and address of

employer

University of Bucharest

• Type of activity Research and teaching

• Position Researcher

• Main activities and

responsibilities

Research in the field of numerical analysis, optimization methods,

numerical and functional methods, continuous mechanics, rock

mechanics.

Seminars at undergraduate level.

• Duration (from – to) September 1987 – Octomber 1991

C U R R I C U L U M V I T A E

Pagina 2 – Curriculum vitae of Iuliana Munteanu

• Name and address of

employer

Institute of Computing and Informatics, Bucharest

(September 1987 – March 1990, temporarily tranferred from MEFIN-

Sinaia)

• Type of activity Research

• Position Researcher

• Main activities and

responsibilities

Research in the field of computer programming, computer aided design.

EDUCATION

• Duration (from – to) 2006 – 2011

• Name and type of

institution

University of Pitești, doctoral program

• Main subjects and

qualifications

Computer Science, Technics of Machine Learning with Applications in

Pattern Recognition

• Name of qualification Diploma and title of PhD in Computer Science, granted in 2011.

• Level within national

classification (if applicable)

6 ISCED

• Duration (from – to) 1992 – 1997

• Name and type of

institution

University of Bucharest, doctoral program

• Main subjects and

qualifications

Mathematics-Mechanics, Numerical Methods in Geomechanics

• Name of qualification Diploma and title of PhD in Mathematics, granted in 1997.

• Level within national

classification (if applicable)

6 ISCED

• Duration (from – to) 1982 – 1987

• Name and type of

institution

University of Bucharest, Faculty of Mathematics

• Main subjects and

qualifications

Mathematics-Mechanics

• Name of qualification Bachelor of Science diploma

• Level within national

classification (if applicable)

5 ISCED

• Duration (from – to) 1978 – 1982

• Name and type of

institution

High School no. 17 - Metrology, Bucureşti

• Name of qualification Bachelor diploma

PERSONAL ABILITIES AND

COMPETENCES

NATIVE TONGUE ROMANIAN

Pagina 3 – Curriculum vitae of Iuliana Munteanu

FOREIGN LANGUAGES

ENGLISH

• Read Good

• Write Good

• Speak Good

SOCIAL ABILITIES AND

COMPETENCES

Ability to work within a team and coordinate a team;

Good communication skills;

Open towards team-building activities;

Open for communication with students;

Pro-active, dynamic, flexible thought.

ORGANIZATIONAL ABILITIES

AND COMPETENCES

Ability to communicate the essential – good reporting abilities;

Ability to work with time constraints and deadlines;

Good analytical abilities;

Ability to logically support a premise;

Ability to identify strong points and weak points.

TECHNICAL ABILITIES AND

COMPETENCES

Specialist computer programming, classification and statistical

learning theory ;

Knowledge of following operating systems: Windows, Unix;

Knowledge of various informatics applications, like: MatLab,

Mathematica, Maple, LaTex;

Long experience working with computers, copy machines, printers,

video projectors etc.

OTHER ABILITIES AND

COMPETENCES

Ability to understand and work with scientific concepts;

Author of numerous published books and papers.

Pagina 4 – Curriculum vitae of Iuliana Munteanu

Additional Information:

1. Scientific titles:

PhD in the field of Mathematics since 1997;

PhD in the field of Computer Science since 2011.

2. Member of scientific societies, professional associations

Member of GAMM (Gesellschaft fur Angewandte Mathematik und Mechanik)

PUBLISHED WORKS

1. Ph.D THESIS

T1: ”Numerical Methods in Geomechanics”, Coordinator Professor: Acad.prof.dr.doc.

Nicolae Cristescu, University of Bucharest, December 1997.

T2: ”Technics of Machine Learning with Applications in Pattern Recognition”, Coordinator

Professor: Prof.dr. Luminița State, University of Pitești, September 2011.

2. BOOKS

1. Iuliana Paraschiv-Munteanu, Sanda Cleja-Țigoiu, Eugen Sòos, Plasticitate cu

aplicații în geomecanică, Editura Universității București, ISBN 973-575-599-8,

2001, 218p.

2. A. Carabineanu, S. Cleja-Țigoiu, S. Ion, G. Marinoschi, D. Marinescu, Iuliana

Paraschiv-Munteanu, I. Roșca, V. Țigoiu, Current topics in continuum

mechanics. I., Edited by Lazăr Dragoș, Editura Academiei Române, București,

ISBN: 973-27-0919-7; 973-27-0918-9 00B15 (47-06 49-06 65-06 74-06 76-06),

2002, 288 pagini, pp. 141-176.

3. Iuliana Paraschiv-Munteanu, Daniel Stănică, Analiză numerică - Exerciții și teme

de laborator, Editura Universității București, ISBN (10) 973-737-181-X, ISBN

(13) 978-973-737-181-2, 2006, 206 pagini.

4. Iuliana Paraschiv-Munteanu, Daniel Stănică, Analiză numerică - Exerciții și teme

de laborator, Ediția a II-a revizuită și adăugită, Editura Universității București,

ISBN 978-973-737-501-8, 2008, 266 pagini.

5. Iuliana Paraschiv-Munteanu, Doina Massier, Probleme de mecanică rezolvate în

MATLAB, Editura Universității București, ISBN 978-973-737-518-6, 2008, 206

pagini.

6. Luminița State, Iuliana Paraschiv-Munteanu, Introducere în teoria statistică a

recunoașterii formelor, Editura Universității din Pitești, ISBN 978-973-690-877-4,

2009, 271 pagini.

3. ARTICLES AND PAPERS PUBLISHED IN CONFERENCE PROCEEDINGS

1. Iuliana Paraschiv, Acceleration waves in transversally isotropic nonlinear elastic

solids, Bull. Math. Soc. Sci. Math., 33, 1(1989), pp. 57-69.

2. Iuliana Paraschiv, N. Cristescu, Deformability response of rock salt around

circular mining excavations, Rev. Roum. Sci. Tech. Mec. Appl., 38, 3(1993), pp.

257-276, ISSN 0035-4074.

3. N.D. Cristescu, Iuliana Paraschiv, The optimal shape of rectangular-like caverns,

International Journal of Rock Mechanics and Mining Sciences & Geomech. Abstr.,

Pagina 5 – Curriculum vitae of Iuliana Munteanu

32,(4)1995, pp. 285-300. (cotat ISI)

4. N.D. Cristescu, Iuliana Paraschiv, Optimum design of large caverns, Proc. 8th Int.

Congr. on Rock Mechanics, Tokio, Japan, Sept. 25-29, 1995, Balkema, Rotterdam,

pp. 923-928. (cotat ISI)

5. N.D. Cristescu, Iuliana Paraschiv, Creep, damage and failure around large

rectangular-like caverns and galleries, Mechanics of Cohesive-Frictional

Materials, 1, 1996, pp. 165-197.

6. Iuliana Paraschiv-Munteanu, A numerical analysis of behaviour of the elasto-

viscoplastic rock around vertical boreholes, Analele Universității București, 47,

(1)1998, pp. 83-92.

7. Iuliana Paraschiv-Munteanu, N.D. Cristescu, Stress relaxation during creep of

rocks around deep boreholes, 13th U.S. National Congress of Applied Mechanics ,

University of Florida, June 1998, pag. TA9.

8. Iuliana Paraschiv-Munteanu, Stress distribution of rock around horizontal tunnel,

Proceedings of the 5th Conference on the Mechanical Behaviour of Salt,

MECASALT5, Bucharest, August 9-11, 1999, A.A. Balkema Publishers, in Basics

and Applied Salt Mechanics, N.D. Cristescu, H.R. Hardy, Jr. and R.O. Simionescu

(eds), 2002, pp. 273 280.

9. Iuliana Paraschiv-Munteanu, Stress relaxation during creep of rocks around a

circular horizontal tunnel, In honour of Academician Nicolae Dan Cristescu on his

70th birthday, Rev. Roum. Math. Pures Appl., vol. 45, (2)2000, pp. 279-286.

10. Iuliana Paraschiv-Munteanu, N.D. Cristescu, Stress relaxation during creep of

rocks around deep boreholes, Int. J. Eng. Science, 39, (7)2001, pp. 737-754, ISSN

0035-3965. (cotat ISI)

11. Iuliana Paraschiv-Munteanu, Creep, damage and failure around rectangular-like

galleries, in Curent Topics in Continuum Mechanics. I., Edited by Lazăr Dragoș,

Editura Academiei Române, 2002, pp. 141-176.

12. Iuliana Paraschiv-Munteanu, Theoretical approach in performance evaluation of

a classsification system, Buletinul științific al Universității din Pitești, Seria

Matematică și Informatică, 14, 2008, pp. 139-150, ISSN 1453-116x. (CNCSIS C,

cod 355)

13. Luminița State, Iuliana Paraschiv-Munteanu, Nicolaie Popescu-Bodorin, Blood

corpuscles classification schemes for automated diagnosis of hepatitis, Buletinul

științific al Universității din Pitești, Seria Matematică și Informatică, 14, 2008, pp.

211-226, ISSN 1453-116x. (CNCSIS C, cod 355)

14. Iuliana Paraschiv-Munteanu, Numerical study of the behaviour for elastic-

viscoplastic rock around circular galleries, Proceedings of the 3rd International

Conference on Computational Mechanics and Virtual Engineering COMEC 2009,

29-30 October 2009, Brasov, Romania, ISBN 978-973-598-572-1, Transilvania

University Press of Brasov, pp. 495-499.

15. Luminița State, Iuliana Paraschiv-Munteanu, A comparative analysis on the

potential of SVM and k-means in solving classification tasks, Proceedings of First

International Conference on Modelling and Development of Intelligent Systems

MDIS-2009, Sibiu, October 22-25, 2009,ISSN 2067-3965, pp. 244-253.

16. Luminița State, Iuliana Paraschiv-Munteanu, The Analysis of a Faster Algorithm

for Support Vector Machine-based Classification, Proceedings of 14th WSEAS

International Conference on COMPUTERS (Part of the 14th WSEAS CSCC

Multiconference), Corfu Island, Greece, July 23-25, 2010, LATEST TRENDS on

COMPUTERS (Volume I), Recent Advances in Computer Engineering, A Series of

Reference Books and Textbooks, Published by WSEAS Press, Editors: Prof. Nikos

E. Mastorakis, Bulgaria, Prof. Valeri Mladenov, Bulgaria, Prof. Zoran Bojkovic,

Serbia, Associate Editor: Prof. Dana Simian, Romania, ISSN: 1792-4251, ISBN:

978-960-474-201-1, pp. 342-347, 2010. (cotat ISI Proceedings, indexat SCOPUS)

Pagina 6 – Curriculum vitae of Iuliana Munteanu

www.wseas.org

17. Luminița State, Iuliana Paraschiv-Munteanu, SVM-based Supervised and

Unsupervised Classification Schemes, WSEAS Transactions on Computers, ISSN:

1109-2750, Issue 10, Volume 9, October 2010, pp. 1212-1223. (indexat SCOPUS)

http://www.wseas.us/e-library/transactions/computers/2010/88-338.pdf

18. Luminița State, Iuliana Paraschiv-Munteanu, Nicolaie Popescu-Bodorin, Blood

corpuscles classification schemes for automated diagnosis of hepatitis using

ISODATA algorithm and Run Length Encoding, Buletinul științific al Universității

din Pitești, Seria Matematică și Informatică, nr. 16, 2010, ISSN 1453-116x, pp.

149-160. (CNCSIS C, cod 355)

19. Luminița State, Iuliana Paraschiv-Munteanu, Analysis of a Faster Algorithm for

Support Vector Machine-based Classification, Analele Universității de Vest,

Timișoara, Seria Matematică-Informatică, Vol. XLVIII, 3, ISSN 1841-3293, pp.

191-202, 2010. (cotat CNCSIS B+, ID = 327)

20. Luminița State, Iuliana Paraschiv-Munteanu, A New Linear Classifier Based on

Combining Supervised and Unsupervised Techniques, International Journal of

Computers Communications & Control, ISSN 1841-9836, E-ISSN 1841-9844,

Volume 6(1), pp. 175-186, 2011. (cotat ISI)

http://journal.univagora.ro/download/pdf/502.pdf

21. Iuliana Paraschiv-Munteanu, Numerical Study for an Elastic-Viscoplastic Model

in Geomechanics, Scientific Bulletin-University Politehnica of Bucharest, Series A

-Applied Mathematics and Physics , ISSN 1223-7027, Vol. 73, Iss. 1, 2011, pp.

129--138. (cotat ISI)

22. Iuliana Paraschiv-Munteanu, Luminița State, Classification using kernel SVM,

Annals of SPIRU HARET University, Mathematics - Informatics Series, ISSN:

1841-7833, Vol. VII,Iss. 1, 2011. (cotat CNCSIS B+, ID = 985, and registered with

IndexCopernicus ID = 5753)

23. Iuliana Paraschiv-Munteanu, Model-free Approaches in Learning the

Multivariate Linear Regressive Models, Annals of the University of Craiova,

Mathematics and Computer Science Series, ISSN: 1223-6934, Online 2246-9958,

Volume 38(2), 2011, pp. 87--94. (cotat CNCSIS B+, ID =360, and monitored by

Thomson ISI)

24. Iuliana Paraschiv-Munteanu, Luminița State, Learning from Data using

Multivariate Linear Models, Coping with Complexity, COPCOM 2011, Editura

Casa Cărții de Știință, Eds.: D. Dumintrescu, R.I. Lung, L. Cremene, ISBN: 978-

606-17-0014-1, pp. 20-31, 2011.

25. Luminița State, Iuliana Paraschiv-Munteanu, A Probabilistic Model-free Approach in

Learning Multivariate Noisy Linear Systems, Proceedings 13th International

Symposium on Symbolic and Numeric Algorithms for Scientific Computing SYNASC-

2011, Timișoara, Romania, 26-29 September 2011, Editors D. Wang, V. Negru, T. Ida,

T. Jebelean, D. Petcu, S. Watt and D. Zaharie, IEEE Computer Society Conference

Publishing Services, ISBN 978-0-7695-4630-8, pp. 239-246.

26. Luminița State, Iuliana Paraschiv-Munteanu, Supervised Approach to Learning

Multivariate Linear Systems, Proceedings of the Second International Conference on

Modelling and Development of Intelligent Systems MDIS 2011, Sibiu, September 29 -

October 02, 2011, Eds. Dana Simian, ISSN 2067-3965, ISBN 978-606-12-0243-0, pp.

160-169, 2011.

4. PAPERS PRESENTED IN CONFERENCES

1. Iuliana Paraschiv, Algoritmi utilizați în proiectarea asistată de calculator a

ștanțelor, Sesiunea de comunicări științifice PROCOMP'89, ITCI – București,

1989, 9 pagini.

Pagina 7 – Curriculum vitae of Iuliana Munteanu

2. Iuliana Paraschiv, Determinarea frontierei optime pentru deschideri subterane de

formă necirculară, Conferința a XVII-a de mecanica solidelor, Râmnicu-Vâlcea,

1993, 15 pag.

3. Iuliana Paraschiv, Distribuția tensiunilor și deformațiilor în jurul galeriilor

necirculare, A II-a Sesiune de comunicări științifice a IPROMIN, București, 1993,

20 pagini.

4. Iuliana Paraschiv-Munteanu, Studiul variației tensiunilor în jurul deschiderilor

verticale practicate într-un mediu elasto-vâscoplastic, Sesiunea de comunicări

științifice a Facultății de Matematică, București, 8-9 Mai 1998, 15 pagini.

5. Iuliana Paraschiv-Munteanu, Stress distribution of rock around horizontal tunnel,

The 5th Conference on the Mechanical Behaviour of Salt, MECASALT5 , Bucharest,

August 9-11, 1999.

6. Iuliana Paraschiv-Munteanu, Support Vector Machine in solving pattern

recognition tasks, First Doctoral Student Workshop in Computer Science,

University of Pitești, 23 May 2009.

7. Nicolaie Popescu-Bodorin, Iuliana Paraschiv-Munteanu, Blood corpuscles

classification schemes for automated diagnosis of hepatitis using ISODATA

algorithm and Run Length Encoding, First Doctoral Student Workshop in

Computer Science, University of Pitești, 23 May 2009.

8. Iuliana Paraschiv-Munteanu, Numerical study for an elastic-viscoplastic model in

geomechanics, The XXXIIIrd National Conference on Mechanics of Solids CNMS,

București, 10-12 September 2009.

9. Iuliana Paraschiv-Munteanu, Numerical study of the behaviour for elastic-

viscoplastic rock around circular galleries, The 3rd International Conference on

Computational Mechanics and Virtual Engineering COMEC 2009 , Brasov, 29-30

October 2009.

10. Luminița State, Iuliana Paraschiv-Munteanu, A comparative analysis on the

potential of SVM and k-means in solving classification tasks, First International

Conference on Modelling and Development of Intelligent Systems MDIS-2009,

Sibiu, October 22-25, 2009.

11. Iuliana Paraschiv-Munteanu, A fast Classification Algorithm based on Support

Vector Machines, The Second Doctoral Workshop in Computer Science ,

University of Pitești, May 8-9, 2010, Pitești, Romania.

12. Luminița State, Iuliana Paraschiv-Munteanu, The Analysis of a Faster Algorithm

for Support Vector Machine-based Classification, 14th WSEAS International

Conference on COMPUTERS (Part of the 14th WSEAS CSCC Multiconference) ,

Corfu Island, Greece, July 23-25, 2010.

13. Luminița State, Iuliana Paraschiv-Munteanu, Analysis of a Faster Algorithm for

Support Vector Machine-based Classification, The 12th International Symposium

on Symbolic and Numeric Algorithms for Scientific Computing SYNASC-2010,

September 23-26, 2010, Timișoara.

14. Iuliana Paraschiv-Munteanu, A fast Classification Algorithm based on Support

Vector Machines, The 18th Conference on Applied and Industrial Mathematics

CAIM 2010, October 14-17, 2010, Iasi, Romania, Abstracts, pp. 70.

15. Iuliana Paraschiv-Munteanu, Model-free Approaches in Learning the

Multivariate Linear Regressive Models, The Third Doctoral Workshop in

Computer Science, University of Pitești, May 14-15, 2011, Pitești, Romania.

16. Iuliana Paraschiv-Munteanu, Regressive models in supervised learning from

data, The 7th Congress of Romanian Mathematicians, June 29 - July 5, 2011,

Brașov, Romania, Abstracts, pp. 89.

17. Iuliana Paraschiv-Munteanu, Model-free Approaches in Learning the

Multivariate Linear Regressive Models, 6th South East European Doctoral Student

Conference, 19 - 20 September 2011, Thessaloniki, Greece.

Pagina 8 – Curriculum vitae of Iuliana Munteanu

18. Luminița State, Iuliana Paraschiv-Munteanu, A Probabilistic Model-free

Approach in Learning Multivariate Noisy Linear Systems, The 13th International

Symposium on Symbolic and Numeric Algorithms for Scientific Computing

SYNASC-2011, September 26-29, 2011, Timișoara.

19. Luminița State, Iuliana Paraschiv-Munteanu, Supervised Approach to Learning

Multivariate Linear Systems, Second International Conference on Modelling and

Development of Intelligent Systems MDIS-2011, Sibiu, September 29 - October 02,

2011.

20. Iuliana Paraschiv-Munteanu, Luminița State, Learning from Data using

Multivariate Linear Models, First International Workshop on Coping with

Complexity, COPCOM 2011, Cluj-Napoca, Romania, October 19-20, 2011.

5. RESEARCH PROJECTS

1. Metode numerice de calcul în studiul comportării reologice a rocilor cu aplicații în

industria minieră (director contract acad.prof.univ.dr. N. Cristescu; M.Î.Șt.), 1991-

1993.

2. Cercetări pentru stabilirea unor metode de determinare a parametrilor geomecanici

(în laborator, in situ și modelare matematică) specifici exploatării zăcămintelor de

substanțe minerale utile (director contract acad.prof.univ.dr. N. Cristescu; S.C.

IPROMIN S.A.), 1991-1993.

3. Metoda elementului finit în geomecanică, Proiectul TEMPUS JEP 2779/91 cu Uniunea

Europeană (participanți: Ecole Polytechnique - Palaiseau, Franta; Politecnico di Milano,

Italia; Universitatea București, Romania, conducător Acad. N. D. Cristescu), 1992.

Bursă TEMPUS, in cadrul contractului, April-June 1992, Ecole Politechnique, Franța.

4. Calculul stării de tensiune și al deplasărilor în jurul unei rețele de lucrări miniere în

masivul de sare prin metode numerice (director contract acad.prof.univ.dr. N.

Cristescu; S.C. IPROMIN S.A.), 1993.

5. Cercetări privind determinarea prin modelare matematică a parametrilor

geomecanici necesari stabilirii tehnologiilor de lucru și de susținere a abatajelor

minelor de lignit (director contract acad.prof.univ.dr. N. Cristescu; S.C. IPROMIN

S.A.), 1994.

6. Metode numerice în geotehnică, Universitatea din Glasgow, finanțare British Council,

1994-1995, (participanți: Universitatea București, prin S. Roateși director proiect, N. D.

Cristescu, O. Simionescu, I. Molnar, I. Paraschiv și Universitatea Glasgow prin D.M.

Wood, A.H.C. Chan).

7. Modele noi în studiul comportării reologice a materialelor. Formularea modelelor

matematice pentru diverse tipuri de materiale (director contract acad.prof.univ.dr. N.

Cristescu; M.Î.Șt.), 1994-1995.

8. MEC-CNCSIS, Contract 49113/2001-2002.

9. CNCSIS 195D (grant cu Banca Mondială) : Modelare matematică și calcul numeric în

mecanica fluidelor și în mecanica solidelor, (director contract acad.prof.dr. L. Dragoș)

2000-2002.

10. CNCSIS A17 : Modelare matematică și calcul numeric în studiul influenței

vitezelor mari de deformare în mecanica mediilor continue, (director contract

prof.univ.dr. S. Țigoiu) 41022/2003, 333379/2004, 34699/2005.

11. CNCSIS 1158: Data Mining și Machine Learning pentru detectarea intruziunilor -

Miledi, (director contract prof.univ.dr. T. Bălănescu), 2007-2008.

12. POSDRU/56/1.2/S/32768, Universitatea din București, Facultatea de Matematică și

Informatică, Formarea cadrelor didactice universitare și a studenților în domeniul

utilizării unor instrumente moderne de predare-învățare-evaluare pentru

disciplinele matematice, în vederea creării de competențe performante și practice

Pagina 9 – Curriculum vitae of Iuliana Munteanu

pentru piața muncii (partener), Ministerul Educației, Cercetării și Tineretului,

Responsabil UB - Conf. dr. Victor Țigoiu, 2010-2013.

13. POSDRU/89/1.5/S/58852, Universitatea din București, Facultatea de Matematică și

Informatică, Program postdoctoral pentru formare cercetători în științe, Ministerul

Educației, Cercetării și Tineretului, 2010-2013. (participare în calitate de expert pe

termen scurt, septembrie 2011)