CAN ELMAR BALAS

Prof. Dr. CAN ELMAR BALAS

Civil Engineering department, Gazi University, Ankara, Turkey (Türkiye)
orcid
COASTAL & MARINE ENGINEERING

Research Focus & Metrics

Academic Career Length

26Years (2001-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications

1 September 2004 in Journal of Waterway, Port, Coastal, and Ocean Engineering
Verified
Journal Article
Closed access
CAN ELMAR BALASCAN ELMAR BALAS
CAN ELMAR BALAS
LKLevent Koç
Levent Koç
LBLale Balas
Lale Balas
Real time wave measurements in Turkey are often interrupted because of operational difficulties encountered. Therefore, the lacking significant wave height, period and directions were simultaneously estimated from the dynamic Elman type recurrent neural networks. Their predictions were compared with the commonly applied static feed-forward multilayer neural networks and with the stochastic Auto Regressive (AR) and Exogenous Input Auto Regressive (ARX) models. Two distinct learning algorithms, the steepest descent with momentum and the conjugate gradient methods were employed to train the neural networks. It was concluded that, the recurrent neural network generally showed better performance than the feed-forward neural network in the concurrent forecasting of multiple wave parameters. Both artificial intelligence techniques demonstrated a good performance when compared to the predictions of AR and ARX models. Prediction methods are also compared using continuous artificial data generated with known proper...

1 November 2001 in Marine Pollution Bulletin
Verified
Journal Article
Closed access
CAN ELMAR BALASCAN ELMAR BALAS
CAN ELMAR BALAS
AWA.T Williams
A.T Williams
SSS.L Simmons
S.L Simmons
AEA Ergin
A Ergin

1 February 2015 in Renewable Energy
Verified
Journal Article
Closed access
TYT. Yavuz
T. Yavuz
EKE. Koç
E. Koç
BKBirol KILKIŞ
Birol KILKIŞ
ÖEÖ. Erol
Ö. Erol
CAN ELMAR BALASCAN ELMAR BALAS
CAN ELMAR BALAS
MAMehmet Timur Aydemir
Mehmet Timur Aydemir

1 March 2004 in Marine Pollution Bulletin
Verified
Journal Article
Closed access
CAN ELMAR BALASCAN ELMAR BALAS
CAN ELMAR BALAS
AEAysen Ergın
Aysen Ergın
AWAllan T. Williams
Allan T. Williams
LKLevent Koc
Levent Koc

1 September 2020 in International Journal of Disaster Risk Reduction
Verified
Journal Article
Closed access
MKM. Korçak
M. Korçak
CAN ELMAR BALASCAN ELMAR BALAS
CAN ELMAR BALAS