Publications

Published journal articles indexed by SCI, SSCI, and AHCI

Modeling dissolved oxygen concentration using machine learning techniques with dimensionality reduction approach

Garabaghi F. H., Benzer S., Benzer R.
Environmental Monitoring and Assessment, vol.195, no.7, 2023 (SCI-Expanded) identifier identifier identifier

Effect of polynomial, radial basis, and Pearson VII function kernels in support vector machine algorithm for classification of crayfish

Garabaghi F. H., Benzer R., Benzer S., Gunal A. Ç.
ECOLOGICAL INFORMATICS, vol.72, 2022 (SCI-Expanded) identifier identifier

Investigation of some machine learning algorithms in fish age classification

Benzer S., Garabaghi F. H., Benzer R., Mehr H. D.
FISHERIES RESEARCH, vol.245, 2022 (SCI-Expanded) Sustainable Development identifier identifier

Artificial neural networks model biometric features of sand smelt atherina boyeririsso, 1810 in iznik lake

Benzer S., Benzer R.
Fresenius Environmental Bulletin, vol.29, no.7, pp.5966-5973, 2020 (SCI-Expanded) identifier

ARTIFICIAL NEURAL NETWORKS APPROACH TO GROWTH PROPERTIES ATHERINA BOYERI RISSO, 1810 IN YAMULA DAM LAKE, TURKEY

Benzer S.
FRESENIUS ENVIRONMENTAL BULLETIN, vol.29, no.2, pp.1145-1152, 2020 (SCI-Expanded) identifier identifier

New Perspectives for Predicting Growth Properties of Crayfish (Astacus leptodactylus Eschscholtz, 1823) in Uluabat Lake

BENZER S., Benzer R.
PAKISTAN JOURNAL OF ZOOLOGY, vol.50, no.1, pp.35-45, 2018 (SCI-Expanded) identifier identifier

Artificial Neural Networks approach in morphometric analysis of crayfish (Astacus leptodactylus) in Hirfanli Dam Lake

BENZER S., Benzer R., GÜNAL A. Ç.
BIOLOGIA, vol.72, no.5, pp.527-535, 2017 (SCI-Expanded) identifier identifier

EVALUATION OF GROWTH IN PIKE (Esox lucius L., 1758) USING TRADITIONAL METHODS AND ARTIFICIAL NEURAL NETWORKS

Benzer S., Benzer R.
APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH, vol.14, no.2, pp.543-554, 2016 (SCI-Expanded) identifier identifier

DETERMINE SOME MORPHOLOGICAL CHARACTERISTICS OF CRAYFISH (Astacus leptodactylus ESCHSCHOLTZ, 1823) WITH TRADIONAL METHODS AND ARTIFICIAL NEURAL NETWORKS IN DIKILITAS POND, ANKARA, TURKEY

BENZER S., Benzer R.
FRESENIUS ENVIRONMENTAL BULLETIN, vol.24, pp.3727-3735, 2015 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

Growth parameters with traditional and artificial neural networks methods of big-scale sand smelt (Atherina boyeri Risso, 1810)

Benzer S., Benzer R.
SU URUNLERI DERGISI, vol.40, no.2, pp.96-102, 2023 (ESCI)

Population structure and some growth properties of endemic Aphanius marassantensis Pfleiderer, Geiger & Herder 2014 in Sureyyabey Dam Lake, Turkey

Benzer S.
JOURNAL OF FISHERIES, vol.9, no.3, 2021 (ESCI) identifier

Alternative growth models in fisheries: Artificial Neural Networks

Benzer S., Benzer R.
JOURNAL OF FISHERIES, vol.7, no.3, pp.719-725, 2019 (ESCI) identifier

ARTIFICIAL NEURAL NETWORKS MODEL BIOMETRICFEATURES OF MARINE FISH SAND SMELT

Benzer S., Benzer R.
Pakistan Journal of Marine Sciences, vol.28, no.2, pp.115-126, 2019 (Peer-Reviewed Journal)

Forecasting the Nitrate Pollution of Groundwater and Surface Waters: Kütahya Example

Benzer R., Benzer S.
Karaelmas Fen ve Mühendislik Dergisi, vol.8, no.1, pp.279-287, 2018 (Peer-Reviewed Journal)

Modelling Nitrate Prediction of Groundwater and Surface Water Using Artificial Neural Networks

Benzer S., Benzer R.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, vol.21, no.2, pp.321-325, 2018 (ESCI) identifier

Examination of International Pisa Test Results with Artificial Neural Networks and Regression Methods

Benzer S., Benzer R.
Journal of Defense Sciences, vol.16, no.2, pp.1-13, 2017 (Peer-Reviewed Journal)

Comparative growth models of big-scale sand smelt (Atherina boyeri Risso, 1810) sampled from Hirfanll Dam Lake, Klrsehir, Ankara, Turkey

Benzer S., Benzer R.
Computational Ecology and Software, vol.7, no.2, pp.82-90, 2017 (Peer-Reviewed Journal)

Artificial neural networks approach in length-weight relation of crayfish (Astacus leptodactylus Eschscholtz, 1823) in Eğirdir Lake, Isparta, Turkey.

Benzer S., Benzer R., Günal A. Ç.
Journal of Coastal Life Medicine, vol.5, no.8, pp.330-335, 2017 (Peer-Reviewed Journal)

The comparison of growth with length weight relation and artificial neural networks of crayfish Astacus leptodactylus in Mogan Lake

BENZER S., KARASU BENLİ A. Ç., recep b.
J. Black Sea/ Mediterranean Environment., vol.21, no.2, pp.208-223, 2015 (Peer-Reviewed Journal)

Application of artificial neural network into the freshwater fish caught in Turkey

Benzer R., Benzer S.
International Journal of Fisheries and Aquatic Studies, vol.2, no.5, pp.341-346, 2015 (Peer-Reviewed Journal)

The comparison of growth with length weight relation and artificial neural networks of crayfish Astacus leptodactylus Eschscholtz 1823 in Mogan Lake

Benzer S., Karasu Benli A. Ç., Benzer R.
Journal of the Black Sea/Mediterranean Environment, vol.21, no.2, pp.208-223, 2015 (Peer-Reviewed Journal)

The Feeding Biology of Tench (Tinca Tinca L., 1758) Living in Kapulukaya Dam Lake

Benzer S., Gül A., Yılmaz M.
Gazi Eğitim Dergisi, vol.29, no.3, pp.815-832, 2009 (Peer-Reviewed Journal)

Papers Published in Refereed Scientific Meetings

Determination of Artificial Neural Networks Pesticides in Ergene Basin of Turkey

Benzer S., Benzer R.
International Symposium on Fisheries and Aquatic Sciences (FABA), Antalya, Turkey, 3 - 05 November 2016

Determination of Alternative Growth Models of Kızılırmak killifish(Aphanius marassantensis Pfleiderer, Geiger Herder, 2014)

Benzer S., Benzer R.
3. International Conference on Civil and Environmental Engineering, İzmir, Turkey, 24 - 27 April 2018

Evaluation of Growth Models of Kızılırmak Killifish with Traditional and Modern Approaches in Süreyyabey Dam Lake

Benzer R., Benzer S.
International Conference on Engineering Technology and Applied Sciences (ICETAS), Skopje, Macedonia, 17 - 21 July 2018

Artificial Neural Network Approach to Population Dynamics of Freshwater Organism

Benzer R., Benzer S.
2nd International Congress on The World of Technology and Advanced Materials (WITAM), Kırşehir, Turkey, 8 September - 02 October 2016

Artificial Neural Network Approach For The Freshwater Fish

Benzer S., Benzer R.
International Symposium on Fisheries and Aquatic Sciences (FABA), Antalya, Turkey, 3 - 05 November 2016

Application of Artificial Neural Network into the Freshwater Fish Caught in Turkey

Benzer S., Benzer R.
International Symposium on Fisheries and Aquatic Sciences FABA 2014, Trabzon, Turkey, 25 - 27 September 2014, pp.1

Artificial Neural Networks Approach to Forecast Fish Population Dynamics

Benzer S., Gül A., Benzer R.
3rd International Conference on Complex Dynamical Systems: New Mathematical Concepts and Applications in Life Sciences, Ankara, Turkey, 24 - 26 November 2014, pp.1

New Perspectives for Predicting of Nitrate Quantity in Bolu.

Benzer R., Benzer S.
International Conference on Civil and Environmental Engineering (ICOCEE - Cappadocia), Nevşehir, Turkey, 8 - 10 May 2017

Application of ArtificialNeural Networks for Growth Forecasting of Crayfish Astacus leptodactylus Eschscholtz 1823

Benzer S., Recep B., Karasu Benli A. Ç.
The International Conference on Civil and Environmental Engineering (ICOCEE - Cappadocia 2015), Nevşehir, Turkey, 20 - 23 May 2015

Fuzzy Logic Method in Forecasting Length Weight Relation

Benzer R., Benzer S.
1st International Limnology and Freshwater Fishery Symposium, Isparta, Turkey, 4 - 06 October 2017

News Perspectives for Estimating Growth Properties of Sand Smelt (Atherina boyeri Risso, 1880)

Benzer S., Benzer R.
International Conference on Engineering Technology and Applied Sciences (ICETAS), Skopje, Macedonia, 17 - 21 July 2018

Mathematical Approaches To Growth Properties Big-Scale Sand Smelt (Atherina boyeri Risso, 1810) In Yamula Dam Lake

Benzer S., Benzer R.
3. International Conference on Civil and Environmental Engineering, İzmir, Turkey, 24 - 27 April 2018

Yapay Sinir Ağları Yaklasımı ile Hirfanlı Baraj Gölündeki Tatlısu Istakozunun (Astacus leptodactylus Eschscholtz, 1823) Boy Agırlık Iliskisinin İncelenmesi

BENZER S., BENZER R., GÜNAL A. Ç.
Ekoloji 2015, Sinop, Turkey, 6 - 09 May 2015

Türkiye nin Su Ürünleri Yetiştiriciliğinin Yapay Sinir Ağları Yaklaşımı ile Modellenmesi

Benzer R., Benzer S.
Ekoloji 2015, Sinop, Turkey, 6 - 09 May 2015

PERFORMANCE EVALUATION OF SOME MACHINE LEARNING ALGORITHMS IN CLASSIFICATION OF FISH AGE

BENZER S., GARABAGHI F. H., BENZER R., DANAEI MEHR H.
EURO ASIA 8th. INTERNATIONAL CONGRESS ON APPLIED SCIENCES, Uzbekistan, 15 - 16 March 2021

Artificial Neural Networks Approach for Predict of the Amount of Heavy Metals in Gediz Basin.

Benzer S., Benzer R.
ECOLOGY 2017 INTERNATIONAL SYMPOSIUM, Kayseri, Turkey, 11 - 13 May 2017

Evaluation of Artificial Neural Networks Nitrate Quantity at Tokat

Benzer S., Benzer R.
International Symposium on Fisheries and Aquatic Sciences (FABA), Antalya, Turkey, 3 - 05 November 2016

Evaluation of Water Quality Through Artificial Neural Networks Turkey

Benzer R., Benzer S.
2nd International Congress of Forensic Toxicology, Ankara, Turkey, 26 - 30 May 2016

The Length-Weight and Length-Length Relationship of Capoeta baliki Turan, Kottelat, Ekmekçi  Imamoglu 2006 in Sakarya Basin.

Benzer S., Yılmaz M., Gül A.
ECOLOGY 2017 INTERNATIONAL SYMPOSIUM, 11 - 13 May 2017

Artificial Neural Networks Application for Groundwater and Surface Water Quality İzmir Example

Benzer S., Benzer R.
2nd International Congress on The World of Technology and Advanced Materials (WITAM), Kırşehir, Turkey, 28 September - 02 October 2016

Determination of Artificial Neural Networks Nitrate Quantity at Kütahya Turkey

Benzer S., Benzer R.
International Conference on Biological Sciences, Konya, Turkey, 21 - 23 October 2016

Comparison of Approaches of Artificial Neural Networks and Traditional Approaches in Growth Models Used in Fisheries Industry

Benzer R., Benzer S.
International Conference on Management Information Systems (IMISC 2018), Ankara, Turkey, 24 - 26 October 2018

Growth Properties Of Stone Moroko, Pseudorasbora parva (Temminck Schlegel, 1846) In Süreyyabey Dam Lake

Benzer S., Benzer R.
3. International Conference on Civil and Environmental Engineering, İzmir, Turkey, 24 - 27 April 2018

Yapay Sinir Ağları Yaklaşımı ile Hirfanlı Baraj Gölündeki Tatlısu İstakozunun Astacus leptodactylus Eschscholtz 1823 Boy Ağırlık İlişkisinin İncelenmesi

Benzer S., Benzer R., Karasu Benli A. Ç.
Ekoloji 2015, Sinop, Turkey, 6 - 09 May 2015

Artificial Neural Network Approach for The Freshwater Organism

Benzer S., Benzer R.
International Symposium on Fisheries and Aquatic Sciences (FABA), Antalya, Turkey, 3 - 05 November 2016

Yeşilırmak Havzası Yüzey Suyu Nitrat Miktarının Yapay Sinir Ağları ile Değerlendirilmesi

Benzer S., Benzer R.
Ekoloji 2015, Sinop, Turkey, 6 - 09 May 2014

Evaluation of the Artificial Neural Networks Approach of crayfish in different habitats in Turkey

Benzer R., Benzer S.
1st International Limnology and Freshwater Fishery Symposium, Isparta, Turkey, 4 - 06 October 2017

THE USE OF MACHINE LEARNING ALGORITHMS IN CLASSIFICATION OF QUESTIONNAIRE RESULTS

BENZER S., BENZER R.
2.International Antalya Scientific Research and Innovative Studies Congress, Antalya, Turkey, 17 - 21 March 2022

Alternative Approaches To Growth Parameters of Stone Moroko: Artificial Neural Networks

Benzer S., Benzer R.
International Conference on Engineering Technology and Applied Sciences (ICETAS), Skopje, Macedonia, 17 - 21 July 2018

Artificial Neural Networks and Length Weight Relationship Applications in Freshwater Fish.

Benzer S., Benzer R.
International Conference on Civil and Environmental Engineering (ICOCEE - Cappadocia), Nevşehir, Turkey, 8 - 10 May 2017

Alternative Approaches for Growth Models: Artificial Neural Networks

Benzer R., BENZER S.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

Artificial Neural Network Approach of Sand Smelt (Atherina boyeri (Risso 1880)) in Çekerek Dam Lake, Turkey

Benzer S., Benzer R.
1st International Limnology and Freshwater Fishery Symposium, Isparta, Turkey, 4 - 06 October 2017

Predicting Growth Properties of Crayfish in Yeniçağa Lake

Benzer S., Benzer R.
ECOLOGY 2017 INTERNATIONAL SYMPOSIUM, Kayseri, Turkey, 11 - 13 May 2017

MACHINE LEARNING ALGORITHM IN CLASSIFICATION OF AQUATIC ORGANISMS

BENZER S., BENZER R.
9. EUROASIA International Congress on Scientific Research and Recent Trends-IX, Antalya, Turkey, 18 - 20 February 2022

Growth properties of sand smelt (Atherina boyeri (Risso 1880)) in İznik Lake, Turkey: Different approaches

Benzer S., Benzer R.
2nd International Eurasian Conference on Biological and Chemical Sciences (EurasianBioChem 2019), Ankara, Turkey, 28 - 29 June 2019

Books & Book Chapters

Alternative approaches to traditional methods for growth parameters of fisheries industry: Artificial Neural Networks

BENZER R., BENZER S.
in: Enterprise Business Management, Prof.Dr. Alptekin Erkollar, Editor, Tectum Verlag Germany, pp.317-345, 2019

Application of Artificial Neural Networks in growth Models

Benzer S., Benzer R.
in: Enterprise Business Management, Prof.Dr. Alptekin Erkollar, Editor, Tectum Verlag Germany, Munich, pp.287-310, 2019

Artificial Neural Network Applications for Biological Systems The Case Study of Pseudorasbora parva

Benzer S., Benzer R., Gül A.
in: Developments in Science and Engineering, Efe Recep,Matchavariani Lia,Yaldır Abdulkadir,Levai Laszlo, Editor, St. Kliment Ohridski University Press Sofia, Sofija, pp.53-62, 2016