Dr. Öğr. Üyesi BANU YILMAZ

Makaleler 6

1. Prediction of hydroelectric power generation with machine learning and innovative combined deep learning techniques

YILMAZ B., Aras E., Samadianfard S.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT , cilt.40, sa.1, 2026 (SCI-Expanded, Scopus)

2. A CMIP6-ensemble-based evaluation of precipitation and temperature projections

Yılmaz B., Aras E., Nacar S.

THEORETICAL AND APPLIED CLIMATOLOGY , cilt.155, sa.8, ss.7377-7401, 2024 (SCI-Expanded, Scopus)

3. SUSPENDED SEDIMENT LOAD PREDICTION IN RIVERS BY USING HEURISTIC REGRESSION AND HYBRID ARTIFICIAL INTELLIGENCE MODELS

YILMAZ B., Aras E., KANKAL M., NACAR S.

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI , cilt.38, sa.2, ss.703-714, 2020 (ESCI)

4. Prediction of suspended sediment loading by means of hybrid artificial intelligence approaches

YILMAZ B., Aras E., Kankal M., NACAR S.

ACTA GEOPHYSICA , cilt.67, sa.6, ss.1693-1705, 2019 (SCI-Expanded, Scopus)

5. Biochemical oxygen demand prediction in wastewater treatment plant by using different regression analysis models

Baki O. T., Aras E., Özel Akdemir Ü., Yılmaz B.

DESALINATION AND WATER TREATMENT , cilt.157, ss.79-89, 2019 (SCI-Expanded, Scopus)

6. Estimating suspended sediment load with multivariate adaptive regression spline, teaching-learning based optimization, and artificial bee colony models

YILMAZ B., Aras E., NACAR S., Kankal M.

SCIENCE OF THE TOTAL ENVIRONMENT , cilt.639, ss.826-840, 2018 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 11

1. Development of the MARS models for the prediction of monthly dam inflow

Yılmaz B., Aras E.

4th International Civil Engineering & Architecture Conference , Trabzon, Türkiye, 17 - 19 Mayıs 2025, cilt.1, ss.1014-1019, (Tam Metin Bildiri)

2. Evaluation of the impact of climate change on monthly mean temperature at the dam basin scale

Yılmaz B., Aras E., Nacar S.

International Civil Engineering and Architecture Congress , Trabzon, Türkiye, 12 - 14 Ekim 2023, cilt.1, ss.573-582, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

3. ERA5 Re-analiz Verilerinin İstatistiksel Ölçek İndirgeme Yöntemi ile Aylık Ortalama Sıcaklık Değerlerine İndirgenmesi: Altınkaya Barajı Örneği

Yılmaz B., Aras E., Nacar S.

HİDRO’2023: Ulusal Hidrojeoloji ve Su Kaynakları Sempozyumu, Trabzon, Türkiye, 25 - 27 Mayıs 2023, ss.21-28, (Tam Metin Bildiri)

4. Atıksu Arıtma Tesislerinde Biyokimyasal Oksijen İhtiyacının FarklıRegresyon Analizi Yöntemleri ile Tahmini

BAKİ O. T., ARAS E., YILMAZ B.

International Symposium on Urban Water and Wastewater Management, Denizli, Türkiye, 25 - 27 Ekim 2018, cilt.1, ss.1001-1007, (Tam Metin Bildiri)

5. Comparison of Performances of Teaching Learning-Based Optimization and Classical Regression for Suspended Sediment Prediction

YILMAZ B., ARAS E., BAKİ O. T.

13th INTERNATIONAL CONGRESS ON ADVANCES IN CIVIL ENGINEERING, İzmir, Türkiye, 12 - 14 Eylül 2018, (Tam Metin Bildiri)

6. Modelling of Suspended Sediment Loads with Artificial Bee Colony Algorithm

YILMAZ B., ARAS E., BAKİ O. T.

2nd International Conference on Civil and Environmental Engineering (ICOCEE), Nevşehir, Türkiye, 8 - 10 Mayıs 2017, ss.2440-2450, (Tam Metin Bildiri)

7. Modelling of Biochemical Oxygen Demand on Wastewater Treatment Plant by Using Artificial Neural Networks: Antalya Hurma Wastewater Treatment Plant Example

BAKİ O. T., ARAS E., YILMAZ B.

ICOCEE, Nevşehir, Türkiye, 8 - 10 Mayıs 2017, cilt.1, sa.1, ss.3632-3642, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

Metrikler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

H-İndeks (WoS)

Atıf (Scopus)

106

H-İndeks (Scopus)

Atıf (Scholar)

135

H-İndeks (Scholar)

Açık Erişim

BM Sürdürülebilir Kalkınma Amaçları

Dr. Öğr. Üyesi BANU YILMAZ

Yayınlar & Eserler

1. Prediction of hydroelectric power generation with machine learning and innovative combined deep learning techniques

2. A CMIP6-ensemble-based evaluation of precipitation and temperature projections

3. SUSPENDED SEDIMENT LOAD PREDICTION IN RIVERS BY USING HEURISTIC REGRESSION AND HYBRID ARTIFICIAL INTELLIGENCE MODELS

4. Prediction of suspended sediment loading by means of hybrid artificial intelligence approaches

5. Biochemical oxygen demand prediction in wastewater treatment plant by using different regression analysis models

6. Estimating suspended sediment load with multivariate adaptive regression spline, teaching-learning based optimization, and artificial bee colony models

1. Development of the MARS models for the prediction of monthly dam inflow

2. Evaluation of the impact of climate change on monthly mean temperature at the dam basin scale

3. ERA5 Re-analiz Verilerinin İstatistiksel Ölçek İndirgeme Yöntemi ile Aylık Ortalama Sıcaklık Değerlerine İndirgenmesi: Altınkaya Barajı Örneği

4. Atıksu Arıtma Tesislerinde Biyokimyasal Oksijen İhtiyacının FarklıRegresyon Analizi Yöntemleri ile Tahmini

5. Comparison of Performances of Teaching Learning-Based Optimization and Classical Regression for Suspended Sediment Prediction

6. Modelling of Suspended Sediment Loads with Artificial Bee Colony Algorithm

7. Modelling of Biochemical Oxygen Demand on Wastewater Treatment Plant by Using Artificial Neural Networks: Antalya Hurma Wastewater Treatment Plant Example

8. AKARSULARDA SEDİMENT TAŞINIMI TAHMİNİNİN TAŞKIN KONTROLÜNDEKİ ROLÜ

9. EVALUATION OF LAND LOSS FOR ENVIROMENTAL FACTS:THE ATASU DAM EXAMPLE

10. ESTIMATION OF DAILY SUSPENDED SEDIMENT LOAD WITH AN ARTIFICIAL NEURAL NETWORK

11. 2000-2013 Yılları Arasında Doğu Karadeniz Havzasında Oluşan Taşkınların Kentsel Altyapıya Etkileri

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

H-İndeks (WoS)

Atıf (Scopus)

H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

Açık Erişim