Concepedia
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Publications
5
Citations
222
H-Index
Active since
2016
Affiliations
Indian Institute of Technology Delhi(Current)
Indian Institute of Technology Kharagpur
O. P. Jindal Global University
Sonali Shankar is an author at Indian Institute of Technology Delhi specializing in engineering, data science, and predictive analytics.
Top concepts
EngineeringData ScienceForecastingPredictive AnalyticsDeep LearningMachine LearningLogisticsSystems EngineeringComputer EngineeringBig Data
Publications per year
2016–2022
Predictive analytics for demand forecasting: A deep learning-based decision support system
Sushil Punia, Sonali Shankar · Knowledge-Based Systems · 2022 · 89 citations
Forecasting Methodology, Engineering, Machine Learning +7
Forecasting container throughput with long short-term memory networks
Sonali Shankar, P. Vigneswara Ilavarasan, Sushil Punia et al. · Industrial Management & Data Systems · 2019 · 74 citations
Forecasting Methodology, Engineering, Machine Learning +16
Deep learning-based container throughput forecasting: a triple bottom line approach
Sonali Shankar, Sushil Punia, P. Vigneswara Ilavarasan · Industrial Management & Data Systems · 2021 · 31 citations
Forecasting Methodology, Engineering, Machine Learning +17
Hierarchical container throughput forecasting: The value of coherent forecasts in the management of ports operations
Kamal Sanguri, Sonali Shankar, Sushil Punia et al. · Computers & Industrial Engineering · 2022 · 15 citations
Forecasting Methodology, Engineering, Coherent Forecasts +16
Performance analysis of student learning metric using K-mean clustering approach K-mean cluster
Sonali Shankar, Bishal Dey Sarkar, A. Sai Sabitha et al. · 2016 · 13 citations
Engineering, Education, Large Volume +17
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