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Pratima Kumari

Deep learning models for solar irradiance forecasting: A comprehensive review
2021 · Pratima Kumari, Durga Toshniwal · Journal of Cleaner Production · 486
Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting
2021 · Pratima Kumari, Durga Toshniwal · Applied Energy · 303
Extreme gradient boosting and deep neural network based ensemble learning approach to forecast hourly solar irradiance
2020 · Pratima Kumari, Durga Toshniwal · Journal of Cleaner Production · 289
Impact of lockdown on air quality over major cities across the globe during COVID-19 pandemic
2020 · Pratima Kumari, Durga Toshniwal · Urban Climate · 233
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Impact of lockdown measures during COVID-19 on air quality– A case study of India
2020 · Pratima Kumari, Durga Toshniwal · International Journal of Environmental Health Research · 227
Machine Learning Enabled Onsite Electrochemical Detection of Lidocaine Using a Microneedle Array Integrated Screen Printed Electrode
2023 · Sachin Kadian, Siba Sundar Sahoo, et al. · Electrochimica Acta · 36
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Real-time estimation of COVID-19 cases using machine learning and mathematical models - The case of India
2020 · Pratima Kumari, Durga Toshniwal · IEEE International Conference on Industrial and Information Systems (ICIIS) · 34
Analysis of ANN-based daily global horizontal irradiance prediction models with different meteorological parameters: a case study of mountainous region of India
2021 · Pratima Kumari, Durga Toshniwal · International Journal of Green Energy · 25
Wind Power Prediction Using KLMS Algorithm
2018 · Pratima Kumari, Rajesh Wadhvani · International Conference on Inventive Research in Computing Applications (ICIRCA) · 21
Sensor-driven modeling of complex systems using physics-informed supervised machine intelligence
2026 · Pradeep Bhadola, Harsh Sable, et al. · Applied Physics Reviews · 7
Recent Advancements in Topic Modeling Techniques for Healthcare, Bioinformatics, and Other Potential Applications
2025 · Pratima Kumari, Sachin Kadian, et al. · Advanced Intelligent Systems · 7
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Application of Intelligence System: ANN and ANFIS for Enhanced Slope Stability Analysis
2024 · Pratima Kumari, Md Shayan Sabri, et al. · Lecture notes in civil engineering · 7
Machine learning techniques for hourly global horizontal irradiance prediction: A case study for smart cities of India
2022 · Pratima Kumari, Durga Toshniwal · 6
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Challenges in Real-Time Human Activity Recognition: A Comprehensive Review Report
2025 · Divya Yadav, Deepika Rani, et al. · Lecture notes in networks and systems · 1
Analyzing and Predicting Cyber Security Violations using Machine Learning Techniques
2021 · T. Veeramakali, G. Swapna, et al. · European Journal of Molecular & Clinical Medicine
Works count: 15
Citation count: 1,682
H-index: 9
I10-index: 9
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