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Aristotle University of Thessaloniki
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Georgios Zioutas
Professor, School of Electrical and Computer Engineering
Personal Information
2310995974
zioutag@ece.auth.gr
Scopus ID
6602655319
Course Work
Courses of Winter semester of 2018–19 academic year
TMĪMA ARCΗITEKTONŌN MĪCΗANIKŌN
07TT12
ELECTIVE MODULE: STATISTICS
TMĪMA POLITIKŌN MĪCΗANIKŌN
ΓΕ0900
Statistics
Theses Supervised
Student Theses within AUTh
In progress
Paulídou Merópī. Ανθεκτικός Μηχανισμός Διανυσμάτων Υποστήριξης για Ομαδοποίηση, Εφαρμογές στην Επεξεργασία Σήματος/Εικόνα
2018–2019
Mitalidis Marios. Στατιστική και Επιχειρησιακή Έρευνα (Βελτιστοποίηση Χαρτοφυλακίου με Μεθόδους Ανθεκτικής Στατιστικής).
2017–2018
Pourpoulakis Michail. Στατιστική και Τεχνικές Επιχειρησιακής Έρευνας (Βελτιστοποίηση Χαρτοφυλακίου με Διαδικασίες Ανθεκτικής Εκτίμησης).
Kountouris Spyridon. Στατιστική και Τεχνικές Επιχειρησιακής Έρευνας (Βελτιστοποίηση Χαρτοφυλακίου με Διαδικασίες Ανθεκτικής Εκτίμησης).
2014–2015
CΗatzīnákos CΗrīstos. Αλγόριθμοι Ανίχνευσης Έκτοπων Παρατηρήσεων (outliers) στην Ανθεκτική (robust) Εκτίμηση Συνδιακύμανσης και Παλινδρόμησης
2009–2010
Koutsokostas Zacharias. ΝΕΑ ΑΝΘΕΚΤΙΚΗ ΚΛΙΜΑΚΑ ΣΙΓΜΑ ΣΤΟΝ PTS ΕΚΤΙΜΗΤΗ ΣΤΗΝ ΠΑΛΙΝΔΡΟΜΗΣΗ. ΑΛΓΟΡΙΘΜΟΠΟΙΗΣΗ ΚΑΙ ΑΠΟΤΕΛΕΣΜΑΤΑ MONTE CARLO).
1999–2000
Soupiadīs Dīmītrios. ΣΥΓΚΡΙΣΗ ΑΝΑΛΥΤΙΚΩΝ ΚΑΙ ΣΤΟΧΑΣΤΙΚΩΝ ΜΕΘΟΔΩΝ ΥΠΟΛΟΓΙΣΜΟΥ ΤΗΣ ΥΔΡΑΥΛΙΚΗΣ ΑΞΙΟΠΙΣΤΙΑΣ ΑΓΩΓΩΝ ΥΔΡΕΥΣΗΣ
Publications
2015
Journal Article
Chatzinakos C
,
Pitsoulis Leonidas
,
Zioutas Georgios
(2015)
.
Optimization techniques for robust multivariate location and scatter estimation
.
Journal of Combinatorial Optimization
.
Chatzinakos C
,
Pitsoulis Leonidas
,
Zioutas Georgios
(2015)
.
Optimization techniques for robust multivariate location and scatter estimation
.
Journal of Combinatorial Optimization
.
2011
Journal Article
Avramidis A
,
Zioutas G
(2011)
.
Locally and globally robust Penalized Trimmed Squares regression
.
Simulation Modelling Practice and Theory
.
vol.19 no.1 p.148-160
.
Avramidis A
,
Zioutas G
(2011)
.
Locally and globally robust Penalized Trimmed Squares regression
.
Simulation Modelling Practice and Theory
.
vol.19 no.1 p.148-160
.
2010
Journal Article
Pitsoulis L
,
Zioutas G
(2010)
.
A fast algorithm for robust regression with penalised trimmed squares
.
Computational Statistics
.
vol.25 no.4 p.663-689
.
Pitsoulis L
,
Zioutas G
(2010)
.
A fast algorithm for robust regression with penalised trimmed squares
.
Computational Statistics
.
vol.25 no.4 p.663-689
.
2009
Journal Article
Zioutas G
,
Pitsoulis L
,
Avramidis A
(2009)
.
Quadratic mixed integer programming and support vectors for deleting outliers in robust regression
.
Annals of Operations Research
.
vol.166 no.1 p.339-353
.
Zioutas G
,
Pitsoulis L
,
Avramidis A
(2009)
.
Quadratic mixed integer programming and support vectors for deleting outliers in robust regression
.
Annals of Operations Research
.
vol.166 no.1 p.339-353
.
2007
Journal Article
Zioutas G
,
Avramidis A
,
Pitsoulis L
(2007)
.
Penalized Trimmed Squares and a Modification of Support Vectors for Unmasking Outliers in Linear Regression
.
Revstat-Statistical Journal
.
vol.5 no.1 p.115-136
.
Zioutas G
,
Avramidis A
,
Pitsoulis L
(2007)
.
Penalized Trimmed Squares and a Modification of Support Vectors for Unmasking Outliers in Linear Regression
.
Revstat-Statistical Journal
.
vol.5 no.1 p.115-136
.
2004
Journal Article
Kaiafa Georgia
,
Tsavdaridou V
,
Papadopoulos A
,
Savvopoulos Christos
,
Chatzitolios Apostolos
,
Saouli Z
,
Zioutas Georgios
,
Klonizakis L
(2004)
.
CD59 Deficient Granulocytes in High Risk Groups of Myelodysplastic Syndromes (MDS)
.
Blood
.
vol.104 p.4717
.
Kaiafa Georgia
,
Tsavdaridou V
,
Papadopoulos A
,
Savvopoulos Christos
,
Chatzitolios Apostolos
,
Saouli Z
,
Zioutas Georgios
,
Klonizakis L
(2004)
.
CD59 Deficient Granulocytes in High Risk Groups of Myelodysplastic Syndromes (MDS)
.
Blood
.
vol.104 p.4717
.
Without Type
Zioutas G
,
Huber M. (editor)
,
Pison G. (editor)
,
Struyf A. (editor)
,
Van Aelst S. (editor)
(2004)
.
Quadratic mixed integer programming models in minimax robust regression estimators: STATISTICS FOR INDUSTRY AND TECHNOLOGY
.
Zioutas G
,
Huber M. (editor)
,
Pison G. (editor)
,
Struyf A. (editor)
,
Van Aelst S. (editor)
(2004)
.
Quadratic mixed integer programming models in minimax robust regression estimators: STATISTICS FOR INDUSTRY AND TECHNOLOGY
.
2002
Journal Article
Camarinopoulos L
,
Zioutas G
(2002)
.
Formulating robust regression estimation as an optimum allocation problem
.
Journal of Statistical Computation and Simulation
.
vol.72 no.9 p.687-705
.
Camarinopoulos L
,
Zioutas G
(2002)
.
Formulating robust regression estimation as an optimum allocation problem
.
Journal of Statistical Computation and Simulation
.
vol.72 no.9 p.687-705
.
2001
Journal Article
Arabelos D
,
Asteriadis G
,
Contadakis M
,
Zioutas G
,
Xu D. Y
,
Zhang C. D
,
Zheng B. H
(2001)
.
The use of an outlier detecting method in time series of continuous daily measurements of underground water level and temperature in earthquake prediction investigation
.
Tectonophysics
.
vol.338 no.3-4 p.315-323
.
Arabelos D
,
Asteriadis G
,
Contadakis M
,
Zioutas G
,
Xu D. Y
,
Zhang C. D
,
Zheng B. H
(2001)
.
The use of an outlier detecting method in time series of continuous daily measurements of underground water level and temperature in earthquake prediction investigation
.
Tectonophysics
.
vol.338 no.3-4 p.315-323
.
Becker G
,
Nagel J
,
Camarinopoulos L
,
Zioutas G
(2001)
.
Simultaneous optimisation of test and maintenance intervals of given components using non-homogenous semi-Markov models
.
Journal of the Operational Research Society
.
vol.52 no.5 p.559-566
.
Becker G
,
Nagel J
,
Camarinopoulos L
,
Zioutas G
(2001)
.
Simultaneous optimisation of test and maintenance intervals of given components using non-homogenous semi-Markov models
.
Journal of the Operational Research Society
.
vol.52 no.5 p.559-566
.
2000
Journal Article
Becker G
,
Camarinopoulos L
,
Zioutas G
(2000)
.
A semi-Markovian model allowing for inhomogenities with respect to process time
.
Reliability Engineering & System Safety
.
vol.70 no.1 p.41-48
.
Becker G
,
Camarinopoulos L
,
Zioutas G
(2000)
.
A semi-Markovian model allowing for inhomogenities with respect to process time
.
Reliability Engineering & System Safety
.
vol.70 no.1 p.41-48
.
Without Type
Behr A
,
Becker G
,
Luttgert M
,
Zioutas G
,
Cottam M. P. (editor)
,
Pape R. P. (editor)
,
Harvey D. W. (editor)
(2000)
.
The effect of quality-of-service parameters on the safety and reliability of radio-based vehicle guidance and control systems
.
Behr A
,
Becker G
,
Luttgert M
,
Zioutas G
,
Cottam M. P. (editor)
,
Pape R. P. (editor)
,
Harvey D. W. (editor)
(2000)
.
The effect of quality-of-service parameters on the safety and reliability of radio-based vehicle guidance and control systems
.
1999
Without Type
Becker G
,
Camarinopoulos L
,
Zioutas G
,
Schueller G. I. (editor)
,
Kafka P. (editor)
(1999)
.
A Semi Markovian model allowing for inhomogenities with respect to process time
.
Becker G
,
Camarinopoulos L
,
Zioutas G
,
Schueller G. I. (editor)
,
Kafka P. (editor)
(1999)
.
A Semi Markovian model allowing for inhomogenities with respect to process time
.
1997
Journal Article
Zioutas G
,
Camarinopoulos L
,
Senta E. B
(1997)
.
Robust autoregressive estimates using quadratic programming
.
European Journal of Operational Research
.
vol.101 no.3 p.486-498
.
Zioutas G
,
Camarinopoulos L
,
Senta E. B
(1997)
.
Robust autoregressive estimates using quadratic programming
.
European Journal of Operational Research
.
vol.101 no.3 p.486-498
.
1996
Book Chapter
Camarinopoulos L
,
Zioutas G
,
Bora-Senta E
(1996)
.
An optimisation technique for robust autoregressive estimates
.
Athens Conference on Applied Probability and Time Series Analysis, Vol. II
.
New York
.
Springer
.
vol.115 p.102-114
.
Camarinopoulos L
,
Zioutas G
,
Bora-Senta E
(1996)
.
An optimisation technique for robust autoregressive estimates
.
Athens Conference on Applied Probability and Time Series Analysis, Vol. II
.
New York
.
Springer
.
vol.115 p.102-114
.
1995
Journal Article
Becker G
,
Camarinopoulos L
,
Zioutas G
(1995)
.
An Inhomogenous State Graph Model and Application for a Phased Mission and Tolerable Downtime Problem
.
Reliability Engineering & System Safety
.
vol.49 no.1 p.51-57
.
Becker G
,
Camarinopoulos L
,
Zioutas G
(1995)
.
An Inhomogenous State Graph Model and Application for a Phased Mission and Tolerable Downtime Problem
.
Reliability Engineering & System Safety
.
vol.49 no.1 p.51-57
.
1994
Journal Article
Becker G
,
Camarinopoulos L
,
Zioutas G
(1994)
.
A Markov Type Model for Systems with Tolerable Down Times
.
Journal of the Operational Research Society
.
vol.45 no.10 p.1168-1178
.
Becker G
,
Camarinopoulos L
,
Zioutas G
(1994)
.
A Markov Type Model for Systems with Tolerable Down Times
.
Journal of the Operational Research Society
.
vol.45 no.10 p.1168-1178
.
1990
Journal Article
Asteriadis G
,
Zioutas G
(1990)
.
Application of an Outlier Detecting Method for Identifying Changes in the Underground Water Level Caused by Crustal Movements
.
Geophysical Journal International
.
vol.103 no.2 p.415-424
.
Asteriadis G
,
Zioutas G
(1990)
.
Application of an Outlier Detecting Method for Identifying Changes in the Underground Water Level Caused by Crustal Movements
.
Geophysical Journal International
.
vol.103 no.2 p.415-424
.
1983
Journal Article
Ziakas G
,
Zioutas G
,
Arvanitidis T
,
Zurukzoglu W
(1983)
.
Muzolimine in Patients with Cardiac Edema - a Comparison with Furosemide in a Repeated-Dose, Single-Blind Study
.
Clinical nephrology
.
vol.19 p.S85-S91
.
Ziakas G
,
Zioutas G
,
Arvanitidis T
,
Zurukzoglu W
(1983)
.
Muzolimine in Patients with Cardiac Edema - a Comparison with Furosemide in a Repeated-Dose, Single-Blind Study
.
Clinical nephrology
.
vol.19 p.S85-S91
.
Updated: 2018-10-30