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Center for Education and Research CERFS
Technical University Gh. Asachi IasiFaculty of Electronics and
Telecommunications
B-dul Copou nr. 11, Iasi
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Main directions of research activity
neuro-fuzzy systems bio-informatics bio-medical engineering nonlinear dynamics speech technology space science and technology virtual reality
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Personnel structure
Total (2003): 25
Senior researchers (5)
Ph. D. Students (12)
Master students (8)
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International Partners Japan Fuzzy Logic System Institute
Biomedical Fuzzy Systems Association R. MoldovaInstitute for Mathematics and Computer Science, Chisinau Germany SwitzerlandSwiss Federal Institute of Technology, Electric Engineering Department BulgariaCentre for Biomedical Engineering FranceGrenoble University IndiaDepartment Applied Electronics, Gulbarya University PortugalUniversity of Vila Real, Tras Montes
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National Partners
Institute for Theoretical Informatics, Romanian Academy
University “Al.I. Cuza” Iasi National Institute for Inventions, Iasi Technical Museum, Iasi University of Pitesti University of Medicine Iasi
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Personnel with academic training and number of publications
Prof. H.N. Teodorescu, m.c. - 83 publications (1999-2003) Reader Dr. A. Brezulianu - 10 publications (1999-2003) Lecturer Ph.D. D.M. Dobrea - 15 publications (1999-2003) Associated Assistant Professor Oana Voroneanu - 4
publications (2002-2003) Associated Assistant Professor L. Fira - 2 publications
(2003) Associated Assistant Professor C. Zamfir - 4 publications
(2002-2003)
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Number of grants
Year 1999 2000 2001 2002 2003 2004
CNCSISGrants
1 1 5 3 2 1
5(intentions)
RomanianAcademyGrants
2 1 3 2 1 1
InternationalGrants /Cooperations
2 1 1 1
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Main projects
• Theoretical analysis of the dynamics of neuro-fuzzy systems (Romanian Academy)
• Artificial Retina based on Chaotic Dynamics (CNCSIS), 2000-2002
• IEEE-Neural Society Grant for Virtual Reality Interface (Walter Karplus Summer Research Grant 2003)
• Tremor analysis (CNCSIS), 2001-2003
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Co-organization of conferences and symposia
ECIT 2000 ECIT 2002 SIA 2003 Pitesti 2003 Pitesti 2004 ECIT 2004 Zilele Academice Iesene 2000 Zilele Academice Iesene 2004
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Personnel and research management tasks
Prof. H.N. Teodorescu, m.c., Director and project manager
Reader Dr. A. Brezulianu, chief engineer, project ASM/ARCHIMEDES (Germany)
Lecturer D.M. Dobrea, project manager Ph. D. Student O. Voroneanu, project manager Ph. D. Student L. Fira, project manager Ph. D. Student C. Zamfir, project manager Eng. Frederic Mayer (visitor from France), project co-
manager Eng. S. Ionasanu, web development
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Reader Dr.: Adrian Brezulianu
fuzzy systems and neural networks time series forecasting image processing industrial optimization using genetic algorithm
Research topics:
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Thesis: Contributions in systems based on Virtual Reality techniques used in
biomedical applications
Lecturer: Ph.D. Marius Dan DobreaSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: Intelligent Systems in Biomedical Engineering Virtual Reality Digital Signal Processing based on intelligent algorithms Intelligent embedded systems based on DSP and microcontrollers
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Thesis: Contributions at the signal analysis and prediction by neuro-fuzzy methods
Ph.D. Student: Lucian Iulian FiraSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: neuro-fuzzy predictors for the genomic sequences and words from texts time series
Data-Mining methods and tools for the identification of the genomic sequences
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Thesis: Contributions to the modelling hydrodynamic and reological flow in blood
vessels and applications
Ph.D. Student: Liviu AmarieiSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: cardiovascular hemodynamic cardiac valves modeling hydrodynamic in blood vessels
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Thesis: Contributions to the analysis and applications of the nonlinear dynamic
systems
Ph.D. Student: Ciprian Giani ZamfirSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: chaotic circuits and applications in biomedical
engineering adaptive systems for modeling nonlinear processes;
applications in biomedical engineering sensors and measuring systems based on computing
with strange attractors
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Thesis: Contributions to the usefulness of nonlinear parameters and methods in
Knowledge-based Systems, with application in Medicine
Ph.D. Student: Oana VoroneanuSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: Data Mining and Knowledge Discovery Knowledge-based Systems and Expert System Biomedical engineering Nonlinear dynamics with application in Medicine
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Thesis: Contributions to the development systems of virtual reality in combination with
method A-life for diagnosis and treatment
Ph.D. Student: Jan Catalin IovSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: virtual reality for training chaotic sensor circuits and applications in biomedical engineering Intelligent Systems with medical applications A-life methods and technologies for diagnosis and treatment
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Thesis: Contributions to the utilization neuro-fuzzy systems for Knowledge Discovery Data
Ph.D. Student: Bogdan Ciprian BranzilaSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: Continued Fractions Neural Networks Soft Implementation of T-Ganglions Data Mining Knowledge Discovery Data
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Thesis: Contributions to the usefulness with nonlinear dynamics in Intelligent System of
medical ordinariness
Ph.D. Student: Maria BabiiSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: nonlinear dynamics with application in Biology and Medicine Intelligent Systems models for cellular systems
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Thesis: Contributions to the utilization microsystem based devices specialized in
medical applications
Ph.D. Student: Mihaela HnatiucSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: nonlinear dynamics Intelligent Systems hardware medical applications
(training in France)
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Thesis: CML Networks with application in medicine
Ph.D. Student: Constantin NitaSupervisor: Prof. Horia-Nicolai Teodorescu
Research topics: models of processes nonlinear dynamics
(training in Germany)
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Master Degree Thesis:Intelligent System for Modeling the Bank’s
Client Behavior
Master Student: Sidor IonasanuSupervisor: Reader Dr. Adrian Brezulianu
Research topics: neural network fuzzy logic classification problem Web development
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International cooperation
Eng. Frederic Mayer (visitor from France), project co-manager
Supervisor: Prof. Horia-Nicolai Teodorescu
Medical Images processing with fuzzy logic and neural networks
Research topics: new approach to detect edges using pseudo-statistic filter based on fuzzy logic image pre-processing
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Master Student
Alin Ceausu - asistent cercetatorEng. Sidor Ionasanu - master IB Eng. Ionut Ieremie - master IBEng. Marius Muraru - I.I.T. (master
IB)Eng. Adrian Verbuta - master IB
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Books:
(C) Physica Verlag - Springer Verlag(Studies in Fuzziness and Soft Computing) Manfred Schmitt, Horia-Nicolai Teodorescu,
Ashlesha Jain, Ajita Jain, Sandhya Jain, Lakhmi C. Jain (Editors)
May 2002; ISBN: 3790814636
Computational Intelligence Processing in Medical Diagnosis Intelligent Systems and Interfaces
Kluwer Academic Publishers, Pub. Date: April 2000
Horia-Nicolai Teodorescu Hans Jurgen Zimmermann Daniel Mlynek (Editor) Abraham
Kandel (Editor) Hardcover, 480pp., ISBN: 079237763X
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Intelligent Systems and Technologies
in Rehabilitation Engineering Horia-Nicolai Teodorescu , L. C. Jain
(Eds.) CRC Press, USA., Dec. 2000, ISBN:
0849301408
Fuzzy and Neuro-fuzzy System in Medicine Horia-Nicolai Teodorescu , A. Kandel, L. C.
Jain (Eds.) CRC Press, USA.,sept. 1998, ISBN:
0849398061
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Soft-Computing in Human-RelatedSciencesBy Horia-Nicolai L. Teodorescu, AbrahamKandel, L. C. JainHardcover / June 1999 / 0849316359 (C) Physica Verlag - Springer Verlag
(Studies in Fuzziness and Soft Computing Vol. 74)
Horia-Nicolai Teodorescu, Lakhmi C. Jain, Abraham Kandel (Eds.)
Juni 2001 ISBN: 3790813990
Hardware Implementation of Intelligent
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Future research grants
project ASM/ARCHIMEDES (Germany) - H. N. Teodorescu, A Brezulianu et all.
System for analysis and prediction of the genomic sequences based on neuro-fuzzy data-mining methods - L. Fira (project manager), H. N. Teodorescu (supervisor)
A Knowledge-based System used to developed an eligibility critera in case of the cardiac valve prosthesis - O. Voroneanu (project manager), H. N. Teodorescu (supervisor)
Intelligent System, based on strange attractors computing, for monitoring and control - C. Zamfir (project manager), H. N. Teodorescu (supervisor)
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Accepted papers
O. Voroneanu, H.N. Teodorescu, C. Zamfir, Nonlinear analysis and selection of relevant parameters in assessing the treatment results of reducing tremor, using DBS procedure, International Joint Conference on Neural Networks, July 2004, Hungary
O. Voroneanu, H.N. Teodorescu, L. Amariei – A Knowledge-based System used to developed an eligibility criteria in case of the cardiac valve prosthesis, MS’2004 France
C. Zamfir, O. Voroneanu– An adaptive system to simulate the Parkinson tremor, MS’2004 France
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Masters
The results obtained by CERFS members during their research are also used to initiate and develop new projects in the next master classes:
biomedical engineeringcomputational linguistic (fuzzy) optimization
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Education
The curricula includes an optional class on English writing and communication for researchers, and classes on intelligent systems and applications in bio-medical engineering and human-related sciences. Topics covered include, among others:
neural networks
fuzzy logic and fuzzy systems
evolutionary algorithms
chaos theory and applications in engineering and medicine
hardware for intelligent systems
knowledge-based systems
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Invited lectures
Speech technologies (Al. I. Cuza University Iasi)
2002-2004 Fuzzy Optimization (Al. I. Cuza University Iasi)
2002-2004 Intelligent System (Gr. T. Popa University Iasi)
2001-2002 Expert Systems and Biomedical applications
(Gr. T. Popa University Iasi), 2001-2002 Biomedical Engineering (Faculty of Computer Science
Chisinau, R. Moldova), 1999-2002