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Sushil Punia
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 11
Top Topics
Random Forests
Supply Chain
Bullwhip Effect
Deep Learning
Top Venues
Int. J. Prod. Res.
Comput. Ind. Eng.
Ind. Manag. Data Syst.
Eur. J. Oper. Res.
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Publications
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Kamal Sanguri
,
Sabyasachi Patra
,
Konstantinos Nikolopoulos
,
Sushil Punia
Intermittent demand, inventory obsolescence, and temporal aggregation forecasts.
Int. J. Prod. Res.
62 (5) (2024)
Tariq Aljuneidi
,
Sushil Punia
,
Aida Jebali
,
Konstantinos Nikolopoulos
Forecasting and planning for a critical infrastructure sector during a pandemic: Empirical evidence from a food supply chain.
Eur. J. Oper. Res.
317 (3) (2024)
Kamal Sanguri
,
Sabyasachi Patra
,
Sushil Punia
Forecast reconciliation in the temporal hierarchy: Special case of intermittent demand with obsolescence.
Expert Syst. Appl.
218 (2023)
Kamal Sanguri
,
Sonali Shankar
,
Sushil Punia
,
Sabyasachi Patra
Hierarchical container throughput forecasting: The value of coherent forecasts in the management of ports operations.
Comput. Ind. Eng.
173 (2022)
Sushil Punia
,
Sonali Shankar
Predictive analytics for demand forecasting: A deep learning-based decision support system.
Knowl. Based Syst.
258 (2022)
Sonali Shankar
,
Sushil Punia
,
P. Vigneswara Ilavarasan
Deep learning-based container throughput forecasting: a triple bottom line approach.
Ind. Manag. Data Syst.
121 (10) (2021)
Konstantinos Nikolopoulos
,
Sushil Punia
,
Andreas Schäfers
,
Christos Tsinopoulos
,
Chrysovalantis Vasilakis
Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions.
Eur. J. Oper. Res.
290 (1) (2021)
Sushil Punia
,
Surya Prakash Singh
,
Jitendra K. Madaan
From predictive to prescriptive analytics: A data-driven multi-item newsvendor model.
Decis. Support Syst.
136 (2020)
Sushil Punia
,
Surya Prakash Singh
,
Jitendra K. Madaan
A cross-temporal hierarchical framework and deep learning for supply chain forecasting.
Comput. Ind. Eng.
149 (2020)
Sonali Shankar
,
P. Vigneswara Ilavarasan
,
Sushil Punia
,
Surya Prakash Singh
Forecasting container throughput with long short-term memory networks.
Ind. Manag. Data Syst.
120 (3) (2020)
Sushil Punia
,
Konstantinos Nikolopoulos
,
Surya Prakash Singh
,
Jitendra K. Madaan
,
Konstantia Litsiou
Deep learning with long short-term memory networks and random forests for demand forecasting in multi-channel retail.
Int. J. Prod. Res.
58 (16) (2020)