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Ioannis E. Livieris

Ioannis E. Livieris received his B.Sc., M.Sc. and Ph.D. degrees in Mathematics from the University of Patras, Greece in 2006, 2008 and 2012 respectively. His research interests include numerical optimization, neural networks and its application in bioinformatics. He is a member of the ESDLab since 2008. See his personal web page.

 

 

Degrees

  • 2012: Ph.D. from Department of Mathematics, University of Patras.
  • 2008: M.Sc. in "Computational Mathematics & Informatics", Department of Mathematics, University of Patras, Greece.
  • 2006: Bachelor Degree in Mathematics (speciality in Computational Mathematics & Informatics), Department of Mathematics, University of Patras, Greece.

 

Dissertations

  • Ph.D. Thesis: Nonlinear Conjugate Gradient Methods for Optimization and Neural Network Training. Supervisor: Professor P. Pintelas.
  • M.Sc. Thesis: Performance Evaluation of Algorithms for Neural Network Training and Applications. Supevisor: Professor P. Pintelas.
  • B.Sc. Thesis: Constraint Propagation Problems. Bachelor Thesis Supevisor: Associate Professor T.N. Grapsa.

   

Courses

E-mail :      This e-mail address is being protected from spambots. You need JavaScript enabled to view it

Phone :      2610 997833

Fax :          2610 997313




A new class of nonmonotone conjugate gradient training algorithms PDF Print E-mail
I.E. Livieris and P. Pintelas, A new class of nonmonotone conjugate gradient training algorithms. Applied Mathematics and Computation, Volume 266, pp. 404-413, 2015.
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A limited memory descent Perry conjugate gradient method PDF Print E-mail
 

I.E. Livieris and P. Pintelas. A limited memory descent Perry conjugate gradient method. Optimization Letters, 2016.

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Classification of large biomedical data using ANNs based on BFGS method PDF Print E-mail

I.E. Livieris, M.S. Apostolopoulou, D.G. Sotiropoulos, S.A. Sioutas and P. Pintelas, Classification of Large Biomedical Data using ANNs based on BFGS method. In Proceedings of 13th Panhellenic Conference on Informatics (PCI 2009), 2009

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On descent spectral CG algorithms for training recurrent neural networks PDF Print E-mail

I.E. Livieris D.G. Sotiropoulos and P. Pintelas, On Descent Spectral CG Algorithms for Training Recurrent Neural Networks. In Proceedings of 13th Panhellenic Conference on Informatics (PCI 2009), 2009.

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A memoryless BFGS Neural network training algorithm PDF Print E-mail

M.S. Apostolopoulou, D.G. Sotiropoulos, I.E. Livieris and P. Pintelas, A Memoryless BFGS Neural Network Training Algorithm, In Proceedings of 6th IEEE International Conference on Industrial Informatics (INDIN 2009), p.p. 216-221, 2009.

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