Transcript Centrul de Educatie si Cercetare CERFS

Center for Education and
Research CERFS
Technical University Gh. Asachi Iasi
Faculty 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. Moldova
Institute for Mathematics and Computer Science, Chisinau
 Germany
 Switzerland
Swiss Federal Institute of Technology, Electric Engineering Department
 Bulgaria
Centre for Biomedical Engineering
 France
Grenoble University
 India
Department Applied Electronics, Gulbarya University
 Portugal
University 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
CNCSIS
Grants
1999
2000
2001
2002
2003
2004
1
1
5
3
2
1
5
(intentions)
Romanian
Academy
Grants
International
Grants
/
Cooperations
2
1
3
2
1
1
2
1
1
1
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Number of publications
Year
Publication
1999
8
2000
7
2001
18
2002
35
2003
22
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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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Research topics:
Reader Dr.: Adrian Brezulianu
 fuzzy systems and neural networks
 time series forecasting
 image processing
 industrial optimization using genetic algorithm
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Thesis: Contributions in systems
based on Virtual Reality techniques
used in biomedical applications
Lecturer: Ph.D. Marius Dan Dobrea
Supervisor: 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 Fira
Supervisor: 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 Amariei
Supervisor: 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 Zamfir
Supervisor: 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 Voroneanu
Supervisor: 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 Iov
Supervisor: 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 Branzila
Supervisor: 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 Babii
Supervisor: Prof. Horia-Nicolai Teodorescu
Research topics:
 nonlinear dynamics with application in Biology and
Medicine
 Intelligent Systems
 models for cellular systems
20
Thesis: Contributions to the utilization
microsystem based devices specialized in
medical applications
Ph.D. Student: Mihaela Hnatiuc
Supervisor: 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 Nita
Supervisor: 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 Ionasanu
Supervisor: 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 cercetator
Eng. Sidor Ionasanu - master IB
Eng. Ionut Ieremie - master IB
Eng. Marius Muraru - I.I.T. (master IB)
Eng. Adrian Verbuta - master IB
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Books:
Computational Intelligence Processing
in Medical Diagnosis
(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
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-Related
Sciences
By Horia-Nicolai L. Teodorescu, Abraham
Kandel, L. C. Jain
Hardcover / June 1999 / 0849316359
Hardware Implementation of Intelligent
(C) Physica Verlag - Springer Verlag
(Studies in Fuzziness and Soft Computing
Vol. 74)
Horia-Nicolai Teodorescu, Lakhmi C. Jain,
Abraham Kandel (Eds.) 28
Juni 2001 ISBN: 3790813990
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 engineering
computational 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
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