Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Sales forecasting of computer products based on variable selection scheme and support vector regression

15 references·11 citing·52 second hop

FromToDepth

this work references cited by second hop

References

2003Support vector machine with adaptive parameters in financial time series forecasting1,008 cited
2010A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems552 cited
2009Financial time series forecasting using independent component analysis and support vector regression538 cited
2004Mining the customer credit using classification and regression tree and multivariate adaptive regression splines378 cited
2010Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches378 cited
2005Improved supply chain management based on hybrid demand forecasts312 cited
2008Forecasting and operational research: a review287 cited
2001Forecasting aggregate retail sales:258 cited
2010Sales forecasts in clothing industry: The key success factor of the supply chain management204 cited
2001Applied Hybrid Grey Model to Forecast Seasonal Time Series197 cited
2010A hybrid intelligent model for medium-term sales forecasting in fashion retail supply chains using extreme learning machine and harmony search algorithm186 cited
2012A hybrid approach by integrating wavelet-based feature extraction with MARS and SVR for stock index forecasting157 cited
2012Integration of nonlinear independent component analysis and support vector regression for stock price forecasting

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

136 cited

2008Mining the customer credit using hybrid support vector machine technique122 cited

2009Data clustering and fuzzy neural network for sales forecasting: A case study in printed circuit board industry118 cited

Cited by

2015Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms—Support vector regression forecast combinations104 cited
2020Forecasting of customer demands for production planning by local k -nearest neighbor models95 cited
2020A data-driven forecasting approach for newly launched seasonal products by leveraging machine-learning approaches91 cited
2019Hierarchical time series forecasting via Support Vector Regression in the European Travel Retail Industry86 cited
2019Machine Learning in Predicting Demand for Fast-Moving Consumer Goods: An Exploratory Research71 cited
2016Sales forecasting by combining clustering and machine-learning techniques for computer retailing71 cited
2016A fuzzy weighted average approach for selecting portfolio of new product development projects63 cited
2019Distributional regression for demand forecasting in e-grocery56 cited
2018A comparison of time series methods for forecasting container throughput54 cited
2016A clustering-based sales forecasting scheme by using extreme learning machine and ensembling linkage methods with applications to computer server50 cited
2016Taiwanese export trade forecasting using firefly algorithm based K-means algorithm and SVR with wavelet transform43 cited