Hüseyin Çağan Kılınç - Publications, H-index & Citations

Hüseyin Çağan Kılınç

Istanbul Aydin University

12H指数

35论文数

604被引数

收录论文 18

发表时间

Adaptive Weighting Ensemble Approach for High-Fidelity PM₁₀ Forecasting via Evolutionary TCN and Bidirectional GRU 基于进化TCN和双向GRU的高保真PM₁₀预测的自适应加权集成方法

Advanced Theory and Simulations

IF2.9

2026-09-18

OAAI

Huseyin Cagan Kilinc; Huseyin Yildirim Dalkilic; Adem Yurtsever; Sinan Ates; Sefa Nur Yeşilyurt

Streamflow forecasting in the Eastern Black Sea Basin using a contrastive PSO-optimized transformer-LSTM framework 基于对比PSO优化Transformer-LSTM框架的东黑海盆地径流预报

Hydrological Sciences Journal

IF2.5

2026-09-15

PREAI

Nuri Gokmen Karakiraz; Huseyin Cagan Kilinc; Furkan Ozkan; Dilan Çalışgan; Adem Yurtsever

Application of Time Series Methodologies for Robust Forecasting of Atmospheric Pollutant Concentrations: PM10, SO2, NO2, NOx, and O3 in an Urban Environment 应用时间序列方法学对城市环境中大气污染物浓度（PM₁₀、SO₂、NO₂、NO_x和O₃）进行稳健预测

ENVIRONMENTAL QUALITY MANAGEMENT

IF1.3

2025-12-01

PREAI

Katipoglu, Okan Mert; Elshaboury, Nehal; Kartal, Veysi; Ertugay, Nese; Kilinc, Huseyin Cagan; Senocak, Serkan; Pande, Chaitanya Baliram

Beyond Conventional Methods: Predicting Novel Modified Groundwater Drought Indices with Advanced Computing Paradigms 超越传统方法：利用先进计算范式预测新型修正地下水干旱指数

Pure and Applied Geophysics

IF1.9

2025-12-01

PREAI

Katipoglu, Okan Mert; Kartal, Veysi; Akturk, Gaye; Kilinc, Huseyin Cagan; Elshaboury, Nehal; Yamany, Mohamed S.; Pande, Chaitanya Baliram

Predicting Potential Salinity in River Water for Irrigation Water Purposes Using Integrative Machine Learning Models

Irrigation and Drainage

IF1.7

2025-11-01

PREAI

Al-sulttani, Ali Omran; Khaleefah, Hind Kamil; Ahmadianfar, Iman; Halder, Bijay; Al-areeq, Ahmed M.; Demir, Vahdettin; Kilinc, Huseyin Cagan; Abba, Sani I.; Tan, Mou Leong; Oudah, Atheer Y.; Yaseen, Zaher Mundher

Performance assessment of advanced data-intelligence models for solar radiation forecasting: a case study in a high solar potential region 高级数据智能模型在太阳能辐射预报中的性能评估：高太阳能潜力区域的一个案例研究

Climatic Change

IF4.8

2025-10-09

PREAI

Vahdettin Demir; Minglei Fu; Sani I. Abba; Bijay Halder; Iman Ahmadianfar; Salim Heddam; Huseyin Cagan Kılınc; Shafik S. Shafik; Mou Leong Tan; Zaher Mundher Yaseen

AH-GCAN-LSTM: Adaptive Hybrid-Graph Convolution Attention Network with LSTM and Genetic Optimization for Hydrological time Series Forecasting AH-GCAN-LSTM: 基于LSTM和遗传优化的水文时间序列预测的自适应混合图卷积注意力网络

Water Resources Management

IF4.7

2025-08-23

PREAI

Huseyin Cagan Kilinc; Sina Apak; Furkan Ozkan; Adem Yurtsever

Streamflow prediction using an incremental attention network with LSTM and Chaos optimization techniques 使用增量注意力网络、LSTM和混沌优化技术的径流预测

Ain Shams Engineering Journal

IF5.9

2025-08-07

PREAI

Sina Apak; Huseyin Cagan Kilinc; Adem Yurtsever

Multimodal Fusion of Optimized GRU-LSTM with Self-Attention Layer for Hydrological Time Series Forecasting

WATER RESOURCES MANAGEMENT

IF4.7

2024-08-17

PREAI

Kilinc, Huseyin Cagan; Apak, Sina; Ozkan, Furkan; Ergin, Mahmut Esad; Yurtsever, Adem

Flood Subsidence Susceptibility Mapping using Elastic-net Classifier: New Approach

WATER RESOURCES MANAGEMENT

IF4.7

2023-09-16

PREAI

Al-Areeq, Ahmed M.; Abba, S. I.; Halder, Bijay; Ahmadianfar, Iman; Heddam, Salim; Demir, Vahdettin; Kilinc, Huseyin Cagan; Farooque, Aitazaz Ahsan; Tan, Mou Leong; Yaseen, Zaher Mundher

Evaluation of NASA POWER and ERA5-Land for estimating tropical precipitation and temperature extremes 评估NASA用于估算热带降水和极端温度的功率和ERA5-Land

JOURNAL OF HYDROLOGY

IF6.3

2023-09-01

PREAI

Tan, Mou Leong; Armanuos, Asaad M.; Ahmadianfar, Iman; Demir, Vahdettin; Heddam, Salim; Al-Areeq, Ahmed M.; Abba, Sani I.; Halder, Bijay; Kilinc, Huseyin Cagan; Yaseen, Zaher Mundher

Daily Scale River Flow Forecasting Using Hybrid Gradient Boosting Model with Genetic Algorithm Optimization

WATER RESOURCES MANAGEMENT

IF4.7

2023-05-03

OAAI

Kilinc, Huseyin Cagan; Ahmadianfar, Iman; Demir, Vahdettin; Heddam, Salim; Al-Areeq, Ahmed M.; Abba, Sani I.; Tan, Mou Leong; Halder, Bijay; Marhoon, Haydar Abdulameer; Yaseen, Zaher Mundher

Streamflow forecasting using a hybrid LSTM-PSO approach: the case of Seyhan Basin

NATURAL HAZARDS

IF3.7

2023-02-24

PREAI

Haznedar, Bulent; Kilinc, Huseyin Cagan; Ozkan, Furkan; Yurtsever, Adem

A Hybrid ANFIS-GA Approach for Estimation of Hydrological Time Series

WATER RESOURCES MANAGEMENT

IF4.7

2022-08-06

PREAI

Haznedar, Bulent; Kilinc, Huseyin Cagan

Short-Term Streamflow Forecasting Using Hybrid Deep Learning Model Based on Grey Wolf Algorithm for Hydrological Time Series

SUSTAINABILITY

IF3.3

2022-03-12

OAAI

Kilinc, Huseyin Cagan; Yurtsever, Adem

Daily Streamflow Forecasting Based on the Hybrid Particle Swarm Optimization and Long Short-Term Memory Model in the Orontes Basin

WATER

IF3

2022-02-07

OAAI

Kilinc, Huseyin Cagan

Productivity Enhancement by Prediction of Liquid Steel Breakout during Continuous Casting Process in Manufacturing of Steel Slabs in Steel Plant Using Artificial Neural Network with Backpropagation Algorithms

MATERIALS

IF3.2

2022-01-17

OAAI

Ansari, Md Obaidullah; Chattopadhyaya, Somnath; Ghose, Joyjeet; Sharma, Shubham; Kozak, Drazan; Li, Changhe; Wojciechowski, Szymon; Dwivedi, Shashi Prakash; Kilinc, Huseyin Cagan; Krolczyk, Jolanta B.; Walczak, Dominik

A Hybrid Model for Streamflow Forecasting in the Basin of Euphrates

WATER

IF3

2022-01-03

OAAI

Kilinc, Huseyin Cagan; Haznedar, Bulent

研究方向