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1

Sea water level forecasting using genetic programming and comparing the performance with Artificial Neural Networks

Mohammad Ali Ghorbani, Rahman Khatibi, Ali Aytek, Oleg Makarynskyy, Jalal Shiri

Journal:

Computers & Geosciences

Year:

2010

Language:

english

File:

PDF, 1.17 MB

english, 2010

2

Prediction of Short-Term Operational Water Levels Using an Adaptive Neuro-Fuzzy Inference System

Shiri, Jalal, Makarynskyy, Oleg, Kisi, Ozgur, Dierickx, Willy, Fard, Ahmad Fakheri

Journal:

Journal of Waterway Port Coastal and Ocean Engineering

Year:

2011

Language:

english

File:

PDF, 4.26 MB

english, 2011

3

Forecasting daily stream flows using artificial intelligence approaches

Shiri, Jalal, Kişi, Özgur, Makarynskyy, Oleg, Shiri, Abbas-Ali, Nikoofar, Bagher

Journal:

ISH Journal of Hydraulic Engineering

Year:

2012

Language:

english

File:

PDF, 848 KB

english, 2012

4

Improving wave predictions with artificial neural networks

Journal:

Ocean Engineering

Year:

2004

Language:

english

File:

PDF, 297 KB

english, 2004

5

Artificial neural networks in wave predictions at the west coast of Portugal

O. Makarynskyy, A.A. Pires-Silva, D. Makarynska, C. Ventura-Soares

Journal:

Computers & Geosciences

Year:

2005

Language:

english

File:

PDF, 326 KB

english, 2005

6

Long-term sea-level projections with two versions of a global climate model of intermediate complexity and the corresponding changes in the Earth's gravity field

O. Makarynskyy, M. Kuhn, W.E. Featherstone

Journal:

Computers & Geosciences

Year:

2007

Language:

english

File:

PDF, 1.96 MB

english, 2007

7

Predicting sea-level variations at the Cocos (Keeling) Islands with artificial neural networks

Dina Makarynska, Oleg Makarynskyy

Journal:

Computers & Geosciences

Year:

2008

Language:

english

File:

PDF, 420 KB

english, 2008

8

Forecasting Water Level Fluctuations of Urmieh Lake using Gene Expression Programming and Adaptive Neuro-Fuzzy Inference System

Karimi, Sepideh, Shiri, Jalal, Kisi, Ozgur, Makarynskyy, Oleg

Journal:

The International Journal of Ocean and Climate Systems

Year:

2012

Language:

english

File:

PDF, 31 KB

english, 2012

9

Steric Sea-Level Change and its Impact on the Gravity Field caused by Global Climate Change

Sabine Roedelsperger, Michael Kuhn, Oleg Makarynskyy, Carl Gerstenecker

Journal:

Pure and Applied Geophysics

Year:

2008

Language:

english

File:

PDF, 2.08 MB

english, 2008

10

Dynamics of hourly sea level at Hillarys Boat Harbour, Western Australia: a chaos theory perspective

Rahman Khatibi, Mohammad Ali Ghorbani, Mohammad Taghi Aalami, Kasim Kocak, Oleg Makarynskyy, Dina Makarynska, Mahdi Aalinezhad

Journal:

Year:

2011

Language:

english

File:

PDF, 507 KB

english, 2011

11

Predicting sea level variations with artificial neural networks at Hillarys Boat Harbour, Western Australia

O. Makarynskyy, D. Makarynska, M. Kuhn, W.E. Featherstone

Journal:

Estuarine, Coastal and Shelf Science

Year:

2004

Language:

english

File:

PDF, 508 KB

english, 2004

12

Chaos and reproduction in sea level

Domenico, Manlio De, Ghorbani, Mohammad Ali, Makarynskyy, Oleg, Makarynska, Dina, Asadi, Hakimeh

Journal:

Applied Mathematical Modelling

Year:

2013

Language:

english

File:

PDF, 1.27 MB

english, 2013

13

Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia

Karimi, Sepideh, Kisi, Ozgur, Shiri, Jalal, Makarynskyy, Oleg

Journal:

Computers & Geosciences

Year:

2013

Language:

english

File:

PDF, 1.87 MB

english, 2013

14

Wave Prediction and Data Supplementation with Artificial Neural Networks

Makarynskyy, O., Makarynska, D.

Journal:

Journal of Coastal Research

Year:

2007

Language:

english

File:

PDF, 397 KB

english, 2007

15

A Combined Harmonic Analysis–Artificial Neural Network Methodology for Tidal Predictions

Lee, Tsung-Lin, Makarynskyy, Oleg, Shao, Chen-Chi

Journal:

Journal of Coastal Research

Year:

2007

Language:

english

File:

PDF, 281 KB

english, 2007

16

Forecasting sea water levels at Mukho Station, South Korea using soft computing techniques

Kisi, Ozgur, Karimi, Sepideh, Shiri, Jalal, Makarynskyy, Oleg, Yoon, Heesung

Journal:

The International Journal of Ocean and Climate Systems

Year:

2014

Language:

english

File:

PDF, 1.55 MB

english, 2014

17

Combining deterministic modelling with artificial neural networks for suspended sediment estimates

Makarynskyy, Oleg, Makarynska, Dina, Rayson, Matthew, Langtry, Scott

Journal:

Applied Soft Computing

Year:

2015

Language:

english

File:

PDF, 928 KB

english, 2015

18

Short-term wind speed predictions with machine learning techniques

Ghorbani, M. A., Khatibi, R., FazeliFard, M. H., Naghipour, L., Makarynskyy, O.

Journal:

Meteorology and Atmospheric Physics

Year:

2016

Language:

english

File:

PDF, 1.29 MB

english, 2016

19

Wave Prediction and Data Supplementation with Artificial Neural Networks

O. Makarynskyy and D. Makarynska

Journal:

Journal of Coastal Research

Year:

2007

Language:

english

File:

PDF, 1.25 MB

english, 2007

20

A Combined Harmonic Analysis-Artificial Neural Network Methodology for Tidal Predictions

Tsung-Lin Lee, Oleg Makarynskyy and Chen-Chi Shao

Journal:

Journal of Coastal Research

Year:

2007

Language:

english

File:

PDF, 886 KB

english, 2007

21

Genetic Programming for Sea Level Predictions in an Island Environment

Ghorbani, M., Makarynskyy, O., Shiri, J., Makarynska, D.

Journal:

The International Journal of Ocean and Climate Systems

Year:

2010

Language:

english

File:

PDF, 718 KB

english, 2010

22

A Wavelet and Neuro-fuzzy Conjunction Model to Forecast Air Temperature Variations at Coastal Sites

Karimi, Sepideh, Kisi, Ozgur, Shiri, Jalal, Makarynskyy, Oleg

Journal:

The International Journal of Ocean and Climate Systems

Year:

2015

Language:

english

File:

PDF, 4.56 MB

english, 2015

23

Wind Speed Prediction by using Different Wavelet Conjunction Models

Kisi, Ozgur, Shiri, Jalal, Makarynskyy, Oleg

Journal:

The International Journal of Ocean and Climate Systems

Year:

2011

Language:

english

File:

PDF, 1.45 MB

english, 2011

24

Deglaciation-Induced Spatially Variable Sea Level Change: A Simple-Model Case Study for the Greenland and Antarctic Ice Sheets

Kuhn, M., Featherstone, W., Makarynskyy, O., Keller, W.

Journal:

The International Journal of Ocean and Climate Systems

Year:

2010

Language:

english

File:

PDF, 4.51 MB

english, 2010

25

Augmented chaos-multiple linear regression approach for prediction of wave parameters

Ghorbani, M.A., Asadi, H., Makarynskyy, O., Makarynska, D., Yaseen, Zaher Mundher

Journal:

Engineering Science and Technology, an International Journal

Year:

2016

Language:

english

File:

PDF, 3.87 MB

english, 2016

26

Use of Soil Moisture Variability in Artificial Neural Network Retrieval of Soil Moisture

Chai, Soo-See, Walker, Jeffrey, Makarynskyy, Oleg, Kuhn, Michael, Veenendaal, Bert, West, Geoff

Journal:

Year:

2009

Language:

english

File:

PDF, 538 KB

english, 2009

27

[American Society of Civil Engineers 11th International Conference on Estuarine and Coastal Modeling - Seattle, Washington, United States (November 4-6, 2009)] Estuarine and Coastal Modeling (2009) - Validations of Hydrodynamic, Wave, and Dredging Simulations in Nearshore Environments

Makarynskyy, Oleg, Langtry, Scott, Zapata, Marc, Rayson, Matthew

Language:

english

File:

PDF, 2.65 MB

english

28

[American Society of Civil Engineers 11th International Conference on Estuarine and Coastal Modeling - Seattle, Washington, United States (November 4-6, 2009)] Estuarine and Coastal Modeling (2009) - A Numerical Modelling Study for the Proposed Increase in Barramundi Production, Cone Bay, Western Australia

Zigic, Sasha, Makarynskyy, Oleg, Langtry, Scott, Westbrook, Guy

Language:

english

File:

PDF, 3.08 MB

english