Industrial Management & Data Systems: Volume 120 Issue 2

Data intelligence and risk analytics

Desheng Dash Wu

Quay crane scheduling for multiple hatches vessel considering double-cycling strategy

Junliang He, Hang Yu, Caimao Tan, Wei Yan, Chao Jiang

The development of mega container ships and operational pressures puts forward higher requirements on the operational ability of the container terminal. Accordingly, the purpose…

Supply chain sales forecasting based on lightGBM and LSTM combination model

Tingyu Weng, Wenyang Liu, Jun Xiao

The purpose of this paper is to design a model that can accurately forecast the supply chain sales.

A comprehensive decision support approach for credit scoring

Cuicui Luo

The purpose of this paper is to provide a comprehensive decision support approach in credit risk assessment.

Risk management in perishable food distribution operations: A distribution route selection model and whale optimization algorithm

Yingchao Wang, Chen Yang, Hanpo Hou

The purpose of this paper is to predict or even control the food safety risks during the distribution of perishable foods. Considering the food safety risks, the distribution…

Remaining useful life prediction for lithium-ion batteries using particle filter and artificial neural network

Wei Qin, Huichun Lv, Chengliang Liu, Datta Nirmalya, Peyman Jahanshahi

With the promotion of lithium-ion battery, it is more and more important to ensure the safety usage of the battery. The purpose of this paper is to analyze the battery operation…

The influence of entrepreneurial team’s cognitive adaptability on its risk decision making

Guohong Wang, Xiaoli Li, Jianlin Zhou, Shulin Lan

The purpose of this paper is to focus on the risk decision making of entrepreneurial team, deconstruct the intermediate process mechanism of cognitive adaptability in promoting…

Using Google Trends and Baidu Index to analyze the impacts of disaster events on company stock prices

Ying Liu, Geng Peng, Lanyi Hu, Jichang Dong, Qingqing Zhang

With the ascendance of information technology, particularly through the internet, external information sources and their impacts can be readily transferred to influence the…

Introducing the marketplace or not? Risk analysis of channel strategy for online retailers

Yuan Shi, Luying Zhou, Ting Qu, Qian Qi

The purpose of this paper is to help online retailers who have an existing reselling channel to figure out the risk of introducing an additional marketplace channel and identify…

New tool for stock investment risk management: Trend forecasting based on individual investor behavior

Yi Sun, Quan Jin, Qing Cheng, Kun Guo

The purpose of this paper is to propose a new tool for stock investment risk management through studying stocks with what kind of characteristics can be predicted by individual…

Capital-constrained bi-objective newsvendor model with risk-averse preference and bankruptcy threshold

Chen Yang, Desheng Wu, Weiguo Fang

The purpose of this paper is to investigate the major factors influencing retailer’s optimal ordering strategy in a supply chain consisting of one supplier and one retailer, where…