• Publications
  • Influence
Sales forecasting using extreme learning machine with applications in fashion retailing
tl;dr
We propose a novel neural network technique called extreme learning machine (ELM) to investigate the relationship between sales amount and some significant factors which affect demand (such as design factors). Expand
  • 325
  • 17
  • Open Access
Mean-variance analysis of a single supplier and retailer supply chain under a returns policy
tl;dr
We propose an MV formulation for a single supplier single retailer supply chain with a newsvendor type of product. Expand
  • 175
  • 10
Mean–Variance Analysis for the Newsvendor Problem
tl;dr
The newsvendor problem is a fundamental building block for inventory management with a stochastic demand. Expand
  • 112
  • 7
Innovative quick response programs: A review
The quick response (QR) supply chain system has received a great deal of attention in the recent past because of the advances in many new technologies such as RFID systems and mobile computing.Expand
  • 135
  • 7
Optimal two-stage ordering policy with Bayesian information updating
tl;dr
We investigate in this paper an optimal two-stage ordering policy for seasonal products with Bayesian information update in between. Expand
  • 110
  • 7
Optimal returns policy for supply chain with e-marketplace
Abstract We study in this paper a supply chain which is integrated by a returns policy. In the past, owing to a lack of sales channels, the returned products would worth very little. Now, with theExpand
  • 108
  • 6
Supply chain risk analysis with mean-variance models: a technical review
tl;dr
Pioneered by Nobel laureate Harry Markowitz in the 1950s, the mean-variance (MV) formulation is a fundamental theory for risk management in finance. Expand
  • 153
  • 5
Mean-variance analysis of supply chains under wholesale pricing and profit sharing schemes
  • Y. Wei, T. Choi
  • Economics, Computer Science
  • Eur. J. Oper. Res.
  • 16 July 2010
tl;dr
In this paper, we explore the use of a wholesale pricing and profit sharing scheme (WPPS) for coordinating supply chains under the mean-variance (MV) decision framework. Expand
  • 126
  • 5
Channel coordination in supply chains with agents having mean-variance objectives
This paper investigates the issues of channel coordination in a supply chain when the individual supply chain decision makers take mean-variance (MV) objectives. We propose an MV formulation toExpand
  • 131
  • 5
Optimal Return Service Charging Policy for a Fashion Mass Customization Program
Mass customization MC service is a pertinent industrial practice in the fashion industry. To foster trust and enhance demand, some brands now allow dissatisfied customers to return the MC fashionExpand
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  • 5