Found 181 Documents (Results 1–100)
Forecasting duty-free shopping demand with multisource data: a deep learning approach. (English) Zbl 07898275
Intelligent optimal demand response implemented by blockchain and cooperative game in microgrids. (English) Zbl 07870993
MSC:
90-XX
When is the next order? Nowcasting channel inventories with point-of-sales data to predict the timing of retail orders. (English) Zbl 07864388
MSC:
90Bxx
Bayesian hierarchical modelling of sparse count processes in retail analytics. (English) Zbl 07832593
MSC:
62Pxx
Singular spectrum analysis (SSA) based hybrid models for emergency ambulance demand (EAD) time series forecasting. (English) Zbl 1537.62041
An \(\text{LSTM}^+\) model for managing epidemics: using population mobility and vulnerability for forecasting COVID-19 hospital admissions. (English) Zbl 07810239
MSC:
90Cxx
Machine learning methods for data-driven demand estimation and assortment planning considering cross-selling and substitutions. (English) Zbl 07809824
MSC:
90Cxx
Data-driven fair resource allocation for novel emerging epidemics: a COVID-19 convalescent plasma case study. (English) Zbl 1530.91238
Meta-analysis unconstraining method for two-class overbooking model. (English) Zbl 07734371
MSC:
62-XX
Lumpy and intermittent retail demand forecasts with score-driven models. (English) Zbl 07709070
MSC:
90Bxx
Demand forecast and influential factors of cold chain logistics based on a grey model. (English) Zbl 1509.90016
MSC:
90B05
Evaluation performance of time series methods in demand forecasting: Box-Jenkins vs artificial neural network (case study: automotive parts industry). (English) Zbl 07632306
MSC:
62-XX
A comparative study of demand forecasting models for a multi-channel retail company: a novel hybrid machine learning approach. (English) Zbl 1498.90117
Nonparametric method and its application for the analysis of changes in consumer behavior. (English) Zbl 1498.91237
Improving sales forecasting accuracy: a tensor factorization approach with demand awareness. (English) Zbl 07552227
MSC:
90-XX
Forecasting of lead-time demand variance: implications for safety stock calculations. (English) Zbl 1490.90009
Demand forecasting of individual probability density functions with machine learning. (English) Zbl 1473.62319
Intermittent demand forecasting. Context, methods and applications. (English) Zbl 1466.62006
Hoboken, NJ: John Wiley & Sons (ISBN 978-1-119-97608-0/hbk; 978-1-119-13528-9/ebook). xxiii, 371 p. (2021).
The beneficial effect of information sharing in the integrated production-distribution planning of textile and apparel supply chain. (English) Zbl 1471.90088
Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions. (English) Zbl 1487.90037
The effect of daylight saving time on Spanish electrical consumption. (English) Zbl 07617295
Valenzuela, Olga (ed.) et al., Theory and applications of time series analysis. Selected contributions from the sixth international conference, ITISE 2019, Granada, Spain, September 2019. Cham: Springer. Contrib. Stat., 177-190 (2020).
MSC:
62M10
Product sales forecasting using macroeconomic indicators and online reviews: a method combining prospect theory and sentiment analysis. (English) Zbl 1489.91137
MSC:
91B42
An improved forecasting approach to reduce inventory levels in decentralized supply chains. (English) Zbl 1487.90048
On the empirical performance of some new neural network methods for forecasting intermittent demand. (English) Zbl 07254132
Point and interval forecasting for carbon price based on an improved analysis-forecast system. (English) Zbl 1481.91131
Scheduling method for one-way electric car-sharing based on demand forecasting. (Chinese. English summary) Zbl 1449.90138
Forecasting limit order book liquidity supply-demand curves with functional autoregressive dynamics. (English) Zbl 1420.91409
Long-term load forecasting: models based on MARS, ANN and LR methods. (English) Zbl 07100445
MSC:
90Bxx
Structural combination of seasonal exponential smoothing forecasts applied to load forecasting. (English) Zbl 1430.62211
How good can heuristic-based forecasts be? A comparative performance of econometric and heuristic models for UK and US asset returns. (English) Zbl 1471.91539
Microforecasting methods for fresh food supply chain management: a computational study. (English) Zbl 1540.90003
MSC:
90B05
A new differential evolution based on Gaussian sampling for forecasting urban water resources demand. (English) Zbl 1457.91290
Optimal location problems for electric vehicles charging stations: models and challenges. (English) Zbl 1421.90076
Pardalos, Panos M. (ed.) et al., Open problems in optimization and data analysis. Based on the summer school on challenges and open problems in optimization and data science, Deucalion Summer Institute for Advanced Studies in Optimization, Mathematics, and Data Science, Greece, August 2016. Cham: Springer. Springer Optim. Appl. 141, 49-60 (2018).
Coping with demand volatility in retail pharmacies with the aid of big data exploration. (English) Zbl 1391.90022
A greedy aggregation-decomposition method for intermittent demand forecasting in fashion retailing. (English) Zbl 1388.90125
Automatic specification of piecewise linear additive models: application to forecasting natural gas demand. (English) Zbl 1384.62322
Inverse problems in Pareto’s demand theory and their applications to analysis of stock market crises. (English) Zbl 1407.91154
Short-run electricity load forecasting with combinations of stationary wavelet transforms. (English) Zbl 1383.62339
How good can heuristic-based forecasts be? A comparative performance of econometric and heuristic models for UK and US asset returns. (English) Zbl 1400.91661
China’s energy consumption forecasting by GMDH based auto-regressive model. (English) Zbl 1419.91553
A retail store SKU promotions optimization model for category multi-period profit maximization. (English) Zbl 1403.90454
MSC:
90B60
Factors that affect the improvement of demand forecast accuracy through point-of-sale reporting. (English) Zbl 1402.90066
When do changes in consumer preferences make forecasts from choice-based conjoint models unreliable? (English) Zbl 1395.62361
Dynamic model for emergency blood collection in large-scale sudden-onset emergencies. (Chinese. English summary) Zbl 1389.90020
Demand forecasting and pricing decision with the entry of store brand under various information sharing scenarios. (English) Zbl 1372.90062
Analysis of the bullwhip effect in a multiproduct setting with interdependent demands. (English) Zbl 1370.90015
A simulated-based genetic algorithm for the forecasting of monthly peak electricity demand. (English) Zbl 1362.90359
Carbon emission reduction and pricing strategies of supply chain under various demand forecasting scenarios. (English) Zbl 1360.91111
Optimal ordering policy for newsvendor models with bidirectional changes in demand using expert judgment. (English) Zbl 1360.90018
MSC:
90B05
Easy, reliable method for mid-term demand forecasting based on the Bass model: a hybrid approach of NLS and OLS. (English) Zbl 1346.62160
Inverse problems of demand analysis and their applications to computation of positively-homogeneous Konüs-Divisia indices and forecasting. (English) Zbl 1410.91321
A new approach of forecasting intermittent demand for spare parts. (Chinese. English summary) Zbl 1349.90032
Modeling and forecasting river flows by means of filtered Poisson processes. (English) Zbl 1428.86003
Using fractional order accumulation to reduce errors from inverse accumulated generating operator of grey model. (English) Zbl 1353.90036
Multiple seasonal cycles forecasting model: the Italian electricity demand. (English) Zbl 1416.62652
The top-dog index: a new measurement for the demand consistency of the size distribution in pre-pack orders for a fashion discounter with many small branches. (English) Zbl 1318.90008
A predictive analytics approach for demand forecasting in the process industry. (English) Zbl 1315.90001
Impact of reseller’s and sales agent’s forecasting accuracy in a multilayer supply chain. (English) Zbl 1411.90053
Grey support vector regression model with applications to China tourists forecasting in Taiwan. (English) Zbl 1395.91262
MSC:
91B30
62M20
A semi-parametric approach for estimating critical fractiles under autocorrelated demand. (English) Zbl 1305.62336
Generalised estimators for seasonal forecasting by combining grouping with shrinkage approaches. (English) Zbl 1397.62580
Demand forecasting of perishable farm products using support vector machine. (English) Zbl 1307.93395
A multi-objective optimization model for emergency logistics distribution with multiple supply points and multiple goods. (Chinese. English summary) Zbl 1289.90034
A supply chain contract with flexibility as a risk-sharing mechanism for demand forecasting. (English) Zbl 1278.93232
A practical approach for estimating demand in periodicals with many retailers and infrequent stockouts. (English) Zbl 1262.90007
Initial conditions estimation for improving forecast accuracy in exponential smoothing. (English) Zbl 1284.62586
A two-step method for forecasting spare parts demand using information on component repairs. (English) Zbl 1253.90093
The resource allocation problem for demand forecasting and performance measurement. (English) Zbl 1243.91088
Forecasting private consumption: survey-based indicators vs. Google Trends. (English) Zbl 1226.91047
An integrated fuzzy regression algorithm for improved electricity consumption estimation. (English) Zbl 1200.62098
Product demand forecasts using wavelet kernel support vector machine and particle swarm optimization in manufacture system. (English) Zbl 1180.90375
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