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Lect.dr. Munteanu Iuliana

  


Data si locul nasterii: 1 noiembrie 1963, Licuriciu, Teleorman.

Studii:
1982 - Diploma de bacalaureat, Liceul industrial nr. 17 - Metrologie, Bucuresti;
1987 - Diploma de licenta in Matematica, Specializarea mecanica solidelor, Universitatea din Bucuresti, Facultatea de Matematica;
Titlul lucrarii de diploma: Propagarea undelor de acceleratie in solide elastice neliniare. Conducator stiintific: Cerc.pr.dr. Eugen Soos.
1997 - Doctor in Matematica, Specializarea mecanica, Universitatea din Bucuresti.
Titlul tezei de doctorat: Metode numerice in geomecanica. Conducator stiintific: Acad.prof.dr.doc. Nicolae Cristescu
2011 - Doctor în Informatică, Universitatea din Pitești.
Titlul tezei de doctorat: Tehnici de machine learning cu aplicații în recunoasterea formelor. Conducator stiintific: Prof.dr. Luminita State.

Limbi straine cunoscute: Engleza, Franceza, Rusa

Locuri de munca:
1987 - 1991, matematician, Institutul de Tehnica de Calcul si Informatica, Bucuresti
1991 - 1995, cercetator, Facultatea de Matematica, Universitatea Bucuresti.
1995 - 2000, asistent, Facultatea de Matematica, Universitatea Bucuresti.
2000 - prezent, lector, Facultatea de Matematica si Informatica, Departamentul de Matematica, Universitatea din Bucuresti.

Domenii de interes: - mecanica solidelor; - mecanica rocilor; - analiza numerica; - optimizarea metodelor numerice; - metode functionale si numerice; - programare; limbaje de programare; - inteligenta artificiala; machine learning; - teoria statistica a recunoasterii formelor.

Activitate didactica: - Din 1990 am tinut cursuri si seminarii/laboratoare de Mecanica, Modele constitutive in geomecanica, Mecanica solidelor deformabile, Analiza numerica, Metode numerice in mecanica, Ecuatii diferentiale si cu derivate partiale, Programare procedurala, Tehnici de programare, Software matematic.

Activitate stiintifica

Carti si monografii publicate

  1. Paraschiv-Munteanu, I., Cleja-Tigoiu, S., Soos, E., Plasticitate cu aplicatii in geomecanica, Editura Universitatii Bucuresti, ISBN 973-575-599-8, 2001, 218p.
  2. Carabineanu, A., Cleja-Tigoiu, S., Ion, S., Marinoschi, G., Marinescu, D., Paraschiv-Munteanu, I., Rosca, I., Tigoiu, V., Current topics in continuum mechanics. I., Edited by Lazar Dragos, Editura Academiei Romane, Bucuresti, ISBN: 973-27-0919-7; 973-27-0918-9 00B15 (47-06 49 06 65-06 74-06 76-06), 2002, 288 pagini.
  3. Paraschiv-Munteanu, I., Stanica, D., Analiza numerica - Exercitii si teme de laborator, Editura Universitatii Bucuresti, ISBN (10) 973-737 181-X, ISBN (13) 978-973-737-181-2, 2006, 206 pagini.
  4. Paraschiv-Munteanu, I., Stanica, D., Analiza numerica - Exercitii si teme de laborator, Editia a II-a revizuita si adaugita, Editura Universitatii Bucuresti, ISBN 978-973-737-501-8, 2008, 266 pagini.
  5. Paraschiv-Munteanu, I., Massier, D., Probleme de mecanica rezolvate in MATLAB, Editura Universitatii Bucuresti, ISBN 978-973-737-518-6, 2008, 206 pagini.
  6. State, L., Paraschiv-Munteanu, I., Introducere in teoria statistica a recunoasterii formelor, Editura Universitatii din Pitesti, ISBN 978-973-690-877-4, 2009, 271 pagini.

Articole publicate

  1. Paraschiv, I., Acceleration waves in transversally isotropic nonlinear elastic solids, Bull. Math. Soc. Sci. Math., 33, 1(1989), pp. 57-69.
  2. Paraschiv, I., Cristescu, N., 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. Cristescu, N.D., Paraschiv, I., The optimal shape of rectangular-like caverns, International Journal of Rock Mechanics and Mining Sciences & Geomech. Abstr., 32, (4)1995, pp. 285-300.
  4. Cristescu, N.D., Paraschiv, I., Optimum design of large caverns, Proc. 8-th Int. Congr. on Rock Mechanics, Tokio, Japan, Sept. 25-29, 1995, Balkema, Rotterdam, pp. 923-928.
  5. Cristescu, N.D., Paraschiv, I., Creep, damage and failure around large rectangular like caverns and galleries, Mechanics of Cohesive Frictional Materials, 1, 1996, pp. 165-197.
  6. Paraschiv-Munteanu, I., A numerical analysis of behaviour of the elasto-viscoplastic rock around vertical boreholes, Analele Universitatii Bucuresti, 47, (1)1998, pp. 83-92.
  7. Paraschiv-Munteanu, I., Cristescu, N.D., Stress relaxation during creep of rocks around deep boreholes (abstract), 13-th U.S. National Congress of Applied Mechanics, University of Florida, June 1998.
  8. Paraschiv-Munteanu, I., Stress distribution ofrock around horizontal tunnel, Proceedings of the 5-th 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, 273-280.
  9. Paraschiv-Munteanu, I., Stress relaxation during creep of rocks around a circular horizontal tunnel, In honour of Academician Nicolae Dan Cristescu on his 70-th birthday, Rev. Roum. Math. Pures Appl., vol. 45, (2)2000, 279-286.
  10. Paraschiv-Munteanu, I., Cristescu, N.D., Stress relaxation during creep of rocks around deep boreholes, Int. J. Eng. Science, 39, (7)2001, pp. 737-754, ISSN 0035-3965.
  11. Paraschiv-Munteanu, I., Creep, damage and failure around rectangular-like galleries, in Curent Topics in Continuum Mechanics. I., Edited by Lazar Dragos, Editura Academiei Romane, 2002, 141-176.
  12. Paraschiv-Munteanu, I., Theoretical approach in performance evaluation of a classsification system, Universitatea din Pitesti - Buletin Stiintiifc, Seria Matematica si Informatica, 14, 2008. (in curs de aparitie)
  13. State, L., Paraschiv-Munteanu, I., Popescu-Bodorin, N., Blood corpuscles classification schemes for automated diagnosis of hepatitis, Universitatea din Pitesti - Buletin Stiintiific, Seria Matematica si Informatica, 14, 2008. (in curs de aparitie)
  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. Luminita 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. (recenzata in MR27223263(2011g:68008) 68-06 și in Zbl pre05967666)
  16. Luminita 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) www.wseas.org
  17. Luminita 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. Luminita State, Iuliana Paraschiv-Munteanu, Nicolaie Popescu-Bodorin, Blood corpuscles classification schemes for automated diagnosis of hepatitis using ISODATA algorithm and Run Length Encoding, Buletinul știintific al Universitatii din Pitești, Seria Matematica și Informatica, nr. 16, 2010, ISSN 1453-116x, pp. 149-160. (CNCSIS C, cod 355)
  19. Luminita State, Iuliana Paraschiv-Munteanu, Analysis of a Faster Algorithm for Support Vector Machine-based Classification, Analele Universitatii de Vest, Timișoara, Seria Matematica-Informatica, Vol. XLVIII, 3, ISSN 1841-3293, pp. 191-202, 2010. (cotat CNCSIS B+, ID = 327)
  20. Luminita 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)
    21. 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) (recenzata in MR2799438, 74L05(65M60 74C10 74S05).și in Zbl pre05972551)
  22. Iuliana Paraschiv-Munteanu, Luminita 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) (recenzata in MR2812937)
  24. Iuliana Paraschiv-Munteanu, Luminita State, Learning from Data using Multivariate Linear Models, Coping with Complexity, COPCOM 2011, Editura Casa Cartii de Stiinta, Eds.: D. Dumintrescu, R.I. Lung, L. Cremene, ISBN: 978-606-17-0014-1, pp. 20-31, 2011.
  25. Luminita 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. Luminita 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.

Lucrari prezentate in conferinte

  1. Paraschiv, I., Algoritmi utilizati in proiectarea asistata de calculator a stantelor, Sesiunea de comunicari stiintifice PROCOMP'89, ITCI - Bucuresti, 1989, 9p.
  2. Paraschiv, I., Determinarea frontierei optime pentru deschideri subterane de forma necirculara, Conferinta a XVII-a de mecanica solidelor, Ramnicu-Valcea, 1993, 15p.
  3. Paraschiv, I., Distributia tensiunilor si deformatiilor in jurul galeriilor necirculare, A II-a Sesiune de comunicari stiintifice a IPROMIN, Bucuresti, 1993, 20p.
  4. Paraschiv-Munteanu, I., Studiul variatiei tensiunilor in jurul deschiderilor verticale practicate intr-un mediu elasto-vascoplastic, Sesiunea de comunicari stiintifice a Facultatii de Matematica, Bucuresti, 8-9 Mai 1998, 15p.
  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 Pitesti, 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 Pitesti, 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, Bucuresti, 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. Luminita 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 Pitesti, May 8-9, 2010, Pitesti, Romania.
  12. Luminita 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. Luminita 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, Timisoara.
  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 Pitesti, May 14-15, 2011, Pitesti, Romania.
  16. Iuliana Paraschiv-Munteanu, Regressive models in supervised learning from data, The 7th Congress of Romanian Mathematicians, June 29 - July 5, 2011, Brasov, 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.
  18. Luminita 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, Timisoara.
  19. Luminita 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, Luminita State, Learning from Data using Multivariate Linear Models, First International Workshop on Coping with Complexity, COPCOM 2011, Cluj-Napoca, Romania, October 19-20, 2011.

Contracte

  1. Metode numerice de calcul in studiul comportarii reologice a rocilor cu aplicatii in industria miniera (director contract acad.prof.univ.dr. N. Cristescu; M.I.St.), 1991-1993.
  2. Cercetari pentru stabilirea unor metode de determinare a parametrilor geomecanici (in laborator, in situ si modelare matematica) specifici exploatarii zacamintelor de substante minerale utile (director contract acad.prof.univ.dr. N. Cristescu; S.C. IPROMIN S.A.), 1991-1993.
  3. Metoda elementului finit in geomecanica, Proiectul TEMPUS JEP 2779/91 cu Uniunea Europeana (participanti: Ecole Polytechnique - Palaiseau, Franta; Politecnico di Milano, Italia; Universitatea Bucuresti, Romania, conducator Acad. N. D. Cristescu), 1992. Bursa TEMPUS, in cadrul contractului, April-June 1992, Ecole Politechnique, Franta.
  4. Calculul starii de tensiune si al deplasarilor in jurul unei retele de lucrari miniere in masivul de sare prin metode numerice (director contract acad.prof.univ.dr. N. Cristescu; S.C. IPROMIN S.A.), 1993.
  5. Cercetari privind determinarea prin modelare matematica a parametrilor geomecanici necesari stabilirii tehnologiilor de lucru si de sustinere a abatajelor minelor de lignit (director contract acad.prof.univ.dr. N. Cristescu; S.C. IPROMIN S.A.), 1994.
  6. Metode numerice in geotehnica, Universitatea din Glasgow, finantare British Council, 1994-1995, (participanti: Universitatea Bucuresti, prin S. Roatesi director proiect, N. D. Cristescu, O. Simionescu, I. Molnar, I. Paraschiv si Universitatea Glasgow prin D.M. Wood, A.H.C. Chan).
  7. Modele noi in studiul comportarii reologice a materialelor. Formularea modelelor matematice pentru diverse tipuri de materiale (director contract acad.prof.univ.dr. N. Cristescu; M.I.St.), 1994-1995.
  8. MEC-CNCSIS, Contract 49113/2001-2002.
  9. CNCSIS 195D (grant cu Banca Mondiala) : Modelare matematica si calcul numeric in mecanica fluidelor si in mecanica solidelor, (director contract acad.prof.dr. L. Dragos) 2000-2002.
  10. CNCSIS A17: Modelare matematica si calcul numeric in studiul influentei vitezelor mari de deformare in mecanica mediilor continue, (director contract prof.univ.dr. S. Tigoiu) 41022/2003, 333379/2004, 34699/2005.
  11. CNCSIS 1158: Data Mining si Machine Learning pentru detectarea intruziunilor - Miledi, (director contract prof.univ.dr. T. Balanescu), 2007-2008.
  12. POSDRU/56/1.2/S/32768, Universitatea din Bucuresti, Facultatea de Matematica si Informatica, Formarea cadrelor didactice universitare si a studentilor in domeniul utilizarii unor instrumente moderne de predare-invatare-evaluare pentru disciplinele matematice, in vederea crearii de competente performante si practice pentru piata muncii (partener), Ministerul Educatiei, Cercetarii si Tineretului, Responsabil UB - Conf. dr. Victor Tigoiu, 2010-2013.
  13. POSDRU/89/1.5/S/58852, Universitatea din Bucuresti, Facultatea de Matematica si Informatica, Program postdoctoral pentru formare cercetatori in stiinte, Ministerul Educatiei, Cercetarii si Tineretului, 2010-2013. (participare in calitate de expert pe termen scurt, septembrie 2011)

Burse in strainatate

  1. Bursa TEMPUS, Contract JEP 2779/91, 2 luni, April-June 1992, Ecole Politechnique, Franta.
  2. Universistatea din Glasgow, Departament of Civil Engineering, 2 saptamani, Martie 1995.

Este membru in societati profesionale: GAMM (International Association of Applied Mathematics and Mechanics)



Actualizat: 21 martie 2012



2002 - 2015 -- Facultatea de Matematica si Informatica, Universitatea din Bucuresti
Str. Academiei nr. 14, sector 1, C.P. 010014, Bucuresti, Romania
Tel: (4-021) 314 2863, Fax: (4-021) 315 6990, secretariat fmi.unibuc.ro