Kulwinder Singh Parmar - Publications, H-index & Citations

Kulwinder Singh Parmar

ikg punjab technical university

25H指数

65论文数

2.6K被引数

收录论文 23

发表时间

Physics-informed hybrid GR4J–XGBoost model for streamflow prediction: integrating conceptual states, SHAP interpretability, and uncertainty analysis 基于物理信息的混合GR4J–XGBoost模型用于径流预测：整合概念性状态、SHAP可解释性和不确定性分析

Scientific Reports

IF3.9

2026-08-03

OAAI

Ozgur Kisi; Salim Heddam; Kulwinder Singh Parmar; Christoph Külls; Mohammad Zounemat-Kermani

The Role of Artificial Neural Networks in Mathematical Modeling: From Single Architecture to Hybrid Frameworks in Environmental System 人工神经网络在数学建模中的作用：从单一架构到环境系统中的混合框架

Applied Soft Computing

IF6.6

2026-04-18

PREAI

Sukhpal Singh; Kulwinder Singh Parmar; Sarbjit Singh

Black Carbon Concentration Forecasting using Wavelet-ANFIS Conjunction Model 利用小波-ANFIS联合模型进行黑碳浓度预测

Mining Metallurgy & Exploration

IF2

2026-01-01

PREAI

Kaur, Jatinder; Singh, Sarbjit; Parmar, Kulwinder Singh

A survey on Particle Swarm Optimization: Evolution, adaptations and practical implementations 粒子群优化算法研究综述：发展、改进与应用实现

Applied Soft Computing

IF6.6

2025-10-08

PREAI

Rashmi Sharma; Jagjit Singh Matharu; Kulwinder Singh Parmar

Predictive Potential of Wavelets in Environmental Forecasting: A Comprehensive Review of Theory and Applications 小波在环境预测中的预测潜力：理论与应用的综合综述

Applied Mathematical Modelling

IF5.1

2025-08-14

PREAI

Harpreet Kaur; Sarbjit Singh; Kulwinder Singh Parmar

Development of multi-forecasting model using Monte Carlo simulation coupled with wavelet denoising-ARIMA model 基于蒙特卡罗模拟与波let去噪-ARIMA模型耦合的多预测模型开发

MATHEMATICS AND COMPUTERS IN SIMULATION

IF4.4

2025-04-01

PREAI

Singh, Sarbjit; Parmar, Kulwinder Singh; Kumar, Jatinder

Improved random vector functional link network with an enhanced remora optimization algorithm for predicting monthly streamflow

JOURNAL OF HYDROLOGY

IF6.3

2025-04-01

PREAI

Adnan, Rana Muhammad; Mostafa, Reham R.; Wang, Mo; Parmar, Kulwinder Singh; Kisi, Ozgur; Zounemat-Kermani, Mohammad

Integration of Gaussian process regression and K means clustering for enhanced short term rainfall runoff modeling

SCIENTIFIC REPORTS

IF3.9

2025-03-03

OAAI

Kisi, Ozgur; Heddam, Salim; Parmar, Kulwinder Singh; Petroselli, Andrea; Kuells, Christoph; Zounemat-Kermani, Mohammad

Improved monthly streamflow prediction using integrated multivariate adaptive regression spline with K-means clustering: implementation of reanalyzed remote sensing data

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2024-03-16

OAAI

Kisi, Ozgur; Heddam, Salim; Parmar, Kulwinder Singh; Yaseen, Zaheer Mundher; Kulls, Christoph

Water Quality Prediction of the Yamuna River in India Using Hybrid Neuro-Fuzzy Models 使用混合神经模糊模型预测印度亚穆纳河的水质

WATER

IF3

2023-03-13

OAAI

Kisi, Ozgur; Parmar, Kulwinder Singh; Mahdavi-Meymand, Amin; Adnan, Rana Muhammad; Shahid, Shamsuddin; Zounemat-Kermani, Mohammad

The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction

APPLIED SOFT COMPUTING

IF6.6

2022-12-01

PREAI

Ikram, Rana Muhammad Adnan; Ewees, Ahmed A.; Parmar, Kulwinder Singh; Yaseen, Zaher Mundher; Shahid, Shamsuddin; Kisi, Ozgur

Modeling Multistep Ahead Dissolved Oxygen Concentration Using Improved Support Vector Machines by a Hybrid Metaheuristic Algorithm

SUSTAINABILITY

IF3.3

2022-03-16

OAAI

Adnan, Rana Muhammad; Dai, Hong-Liang; Mostafa, Reham R.; Parmar, Kulwinder Singh; Heddam, Salim; Kisi, Ozgur

Comparison of the advanced machine learning methods for better prediction accuracy of solar radiation using only temperature data: A case study

INTERNATIONAL JOURNAL OF ENERGY RESEARCH

IF4.2

2021-10-02

OAAI

Mirbolouki, Amin; Heddam, Salim; Singh Parmar, Kulwinder; Trajkovic, Slavisa; Mehraein, Mojtaba; Kisi, Ozgur

Suspended Sediment Modeling Using a Heuristic Regression Method Hybridized with Kmeans Clustering

SUSTAINABILITY

IF3.3

2021-04-22

OAAI

Adnan, Rana Muhammad; Parmar, Kulwinder Singh; Heddam, Salim; Shahid, Shamsuddin; Kisi, Ozgur

Significant Applications of Machine Learning for COVID-19 Pandemic 机器学习在新型冠状病毒肺炎大流行中的重要应用

JOURNAL OF INDUSTRIAL INTEGRATION AND MANAGEMENT-INNOVATION AND ENTREPRENEURSHIP

IF3.3

2020-11-30

PREAI

Kushwaha, Shashi; Bahl, Shashi; Bagha, Ashok Kumar; Parmar, Kulwinder Singh; Javaid, Mohd; Haleem, Abid; Singh, Ravi Pratap

Improvements in the Explicit Estimation of Pollutant Dispersion Coefficient in Rivers by Subset Selection of Maximum Dissimilarity Hybridized With ANFIS-Firefly Algorithm (FFA)

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Riahi-Madvar, Hossien; Dehghani, Majid; Parmar, Kulwinder Singh; Nabipour, Narjes; Shamshirband, Shahaboddin

Statistical variability comparison in MODIS and AERONET derived aerosol optical depth over Indo-Gangetic Plains using time series modeling

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2016-05-01

PREAI

Soni, Kirti; Parmar, Kulwinder Singh; Kapoor, Sangeeta; Kumar, Nishant

Application of least square support vector machine and multivariate adaptive regression spline models in long term prediction of river water pollution

JOURNAL OF HYDROLOGY

IF6.3

2016-03-01

283

PREAI

Kisi, Ozgur; Parmar, Kulwinder Singh

River Water Prediction Modeling Using Neural Networks, Fuzzy and Wavelet Coupled Model

WATER RESOURCES MANAGEMENT

IF4.7

2014-11-21

PREAI

Parmar, Kulwinder Singh; Bhardwaj, Rashmi

Long-term Aerosol Characteristics over Eastern, Southeastern, and South Coalfield Regions in India

WATER AIR AND SOIL POLLUTION

IF3

2013-12-19

PREAI

Soni, Kirti; Kapoor, Sangeeta; Parmar, Kulwinder Singh

研究方向