Lucian-Iulian Fira

Engineer

Ph. D. Thesis Title:
Contributions at the signal analysis and prediction by neuro-fuzzy methods
 Ph. D. Supervisor:
Prof. Horia Nicolai Teodorescu, c.m.
Doctoral program:
  • Papers:
1. Recent methods in signal analysis and prediction – review (in preparation)
2. Neuro-fuzzy methods for the signal analysis and prediction (done)
3. Applications of the signal analysis and prediction (done)
  • Exams:
1. Neural and neuro-fuzzy networks (done)
2. Classification theory (done)
3. Data-mining and knowledge-discovery (in preparation)
Current Theme:
  • Preparation of Exam III - Data-mining and knowledge-discovery
  • Preparation of Paper I - Recent methods in signal analysis and prediction – review
Published Papers:
  • L.E. Ferariu, H.N. Teodorescu, L. I. Fira, "Hybrid Configuration of a Neuro-Fuzzy System for the Time Series Prediction", 8th International Symposium on Automatic Control and Computer Science - SACCS 2004, October 22 - 23, 2004, Iasi, Romania, ISBN 973-621-086-3.
  • H.N. Teodorescu, L.I. Fira, "A Two-Step Neuro-Fuzzy Predictor for Genomic Time Series", Fuzzy Systems & A.I. – Reports and Letters, Vol. 10, No. 1, 2004, ISSN 1016-2137.
  • H.N. Teodorescu, L.I. Fira, " DNA Sequence Pattern Identification using A Combination of Neuro-Fuzzy Predictors", 11th International Conference on Neural Information Processing, ICONIP2004, November 22-25, 2004 Science City, Calcutta.
  • L.I. Fira, H.N. Teodorescu, “Genome Bases Sequences Characterization by a Neuro-Fuzzy Predictor”, Proceedings IEEE-EMBS 2003 Conference, September 17-21, Cancun, Mexico, pp. 3555-3558, ISBN 0-7803-7790-7.
  • H.N. Teodorescu, L.I. Fira, “A Hybrid Data-Mining Approach in Genomics and Text Structures”, The Third IEEE International Conference on Data Mining ICDM '03, Melbourne, Florida, USA, November 19 - 22, 2003, pp. 649-652, ISBN 0-7695-1978-4.
  • L.I.  Fira, H.N. Teodorescu, Analisys of  genomic basis sequences with a neuro-fuzzy predictor, Proceedings SIA'2003, National Simposyum on Intelligent Systems and Applications, 19-20 September 2003, Iasi, Romania,  paper #18, ISBN 973-97737-2-9.
  • H.N. Teodorescu, L.I. Fira, “Predicting the Genome Bases Sequences by means of distance sequences and a Neuro-Fuzzy Predictor”, Fuzzy Systems & A.I. – Reports and Letters, Vol. 9, Nos. 1–3, 2003, ISSN 1016-2137.
Communicated Papers:

Research Grants:
  • Romanian Academy Prioritary Research Grant– 2004: COGNITIVE SYSTEMS AND APPLICATIONS
Theme: Cognitive Systems based on Neuro-Fuzzy Techniques, Data Mining and Knowledge Discovery; Applications
Phase I and II, 2004
Coordinator: Prof. Horia-Nicolai Teodorescu
  • System for the Analysis and the Prediction of the Genomic Sequences based on Neuro-Fuzzy Data-Mining Methods
      Lucian Iulian Fira (titular of grant)
      Research Grant with CNCSIS  (National Council for Scientific Research from Superior Education), type TD, 2004, code 149, theme 99.
      Coordinator: Prof. Horia-Nicolai Teodorescu
  • Romanian Academy Prioritary Research Grant– 2003: COGNITIVE SYSTEMS AND APPLICATIONS 
      Theme: Cognitive Systems based on Neuro-Fuzzy Techniques, Data Mining and Knowledge Discovery; Applications
      Theme 2: Cognitive Systems based on Neuro-Fuzzy Techniques and Applications in Speech Analysis and Synthesis and in Genomics
      Coordinator: Prof. Horia-Nicolai Teodorescu
  • Theoretically Progresses for Stability Analysis of Dynamic Fuzzy Systems and Rigorous Conditions of Dynamics for Fuzzy Systems
      Research Grant with Romanian Academy, Council for Romanian Academy Grants (GAR 155/2003)
      H. N. Teodorescu (titular of grant and coordinator)
      Team: Branzila Ciprian Bogdan, Zamfir Giani Ciprian, Fira Lucian Iulian
  • The Use of Nonlinear Methods and Parameters in Knowledge Based Systems, with Medical Applications.
      Research Grant with CNCSIS, no. 33557/2003, type AT, code 76, theme 46,
      Voroneanu (Geman) Oana (titular of grant)
      Team: Dobrea Dan Marius, Zamfir Giani-Ciprian, Fira Lucian
      Coordinator: Prof. Dr. ing. Horia-Nicolai Teodorescu
e-mail:
lfira@etc.tuiasi.ro
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