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Durga Toshniwal
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Cited by
Year
Deep learning framework to forecast electricity demand
J Bedi, D Toshniwal
Applied energy 238, 1312-1326, 2019
4112019
Hybrid prediction model for type-2 diabetic patients
BM Patil, RC Joshi, D Toshniwal
Expert systems with applications 37 (12), 8102-8108, 2010
2742010
Impact of lockdown measures during COVID-19 on air quality–A case study of India
P Kumari, D Toshniwal
International Journal of Environmental Health Research 32 (3), 503-510, 2022
2242022
A data mining approach to characterize road accident locations
S Kumar, D Toshniwal
Journal of Modern Transportation 24, 62-72, 2016
2162016
A data mining framework to analyze road accident data
S Kumar, D Toshniwal
Journal of Big Data 2, 1-18, 2015
1932015
Impact of lockdown on air quality over major cities across the globe during COVID-19 pandemic
P Kumari, D Toshniwal
Urban climate 34, 100719, 2020
1922020
Deep learning models for solar irradiance forecasting: A comprehensive review
P Kumari, D Toshniwal
Journal of Cleaner Production 318, 128566, 2021
1892021
Empirical mode decomposition based deep learning for electricity demand forecasting
J Bedi, D Toshniwal
IEEE access 6, 49144-49156, 2018
1842018
Extreme gradient boosting and deep neural network based ensemble learning approach to forecast hourly solar irradiance
P Kumari, D Toshniwal
Journal of Cleaner Production 279, 123285, 2021
1652021
Association rule for classification of type-2 diabetic patients
BM Patil, RC Joshi, D Toshniwal
2010 second international conference on machine learning and computing, 330-334, 2010
1362010
Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting
P Kumari, D Toshniwal
Applied Energy 295, 117061, 2021
1342021
Feature based summarization of customers’ reviews of online products
K Bafna, D Toshniwal
Procedia Computer Science 22, 142-151, 2013
1292013
Deep learning-based road damage detection and classification for multiple countries
D Arya, H Maeda, SK Ghosh, D Toshniwal, A Mraz, T Kashiyama, ...
Automation in Construction 132, 103935, 2021
1112021
Global road damage detection: State-of-the-art solutions
D Arya, H Maeda, SK Ghosh, D Toshniwal, H Omata, T Kashiyama, ...
2020 IEEE International Conference on Big Data (Big Data), 5533-5539, 2020
1072020
RDD2020: An annotated image dataset for automatic road damage detection using deep learning
D Arya, H Maeda, SK Ghosh, D Toshniwal, Y Sekimoto
Data in brief 36, 107133, 2021
932021
Transfer learning-based road damage detection for multiple countries
D Arya, H Maeda, SK Ghosh, D Toshniwal, A Mraz, T Kashiyama, ...
arXiv preprint arXiv:2008.13101, 2020
922020
Analysing road accident data using association rule mining
S Kumar, D Toshniwal
2015 International Conference on Computing, Communication and Security …, 2015
862015
Analysis of hourly road accident counts using hierarchical clustering and cophenetic correlation coefficient (CPCC)
S Kumar, D Toshniwal
Journal of Big Data 3, 1-11, 2016
792016
A comparative analysis of heterogeneity in road accident data using data mining techniques
S Kumar, D Toshniwal, M Parida
Evolving systems 8, 147-155, 2017
722017
Energy load time-series forecast using decomposition and autoencoder integrated memory network
J Bedi, D Toshniwal
Applied Soft Computing 93, 106390, 2020
672020
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