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Yajie Dou
ORCID
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 31
Top Topics
Neural Network
Mixed Integer Programming
Prospect Theory
Portfolio Selection
Top Venues
Adv. Eng. Informatics
Expert Syst. Appl.
IEEE Syst. J.
SoSE
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Publications
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Xiangqian Xu
,
Yajie Dou
,
Weijun Ouyang
,
Jiang Jiang
,
Kewei Yang
,
Yuejin Tan
A product requirement influence analysis method based on multilayer dynamic heterogeneous networks.
Adv. Eng. Informatics
59 (2024)
Yufeng Ma
,
Yajie Dou
,
Xiangqian Xu
,
Yuejin Tan
,
Ke-Wei Yang
Integrating adaptive fuzzy embedding with topology and property hypergraphs: Enhancing membership degree-aware knowledge graph reasoning.
Inf. Sci.
679 (2024)
Yufeng Ma
,
Yajie Dou
,
Xiangqian Xu
,
Jiang Jiang
,
Kewei Yang
,
Yuejin Tan
Multicriteria requirement ranking based on uncertain knowledge representation and reasoning.
Adv. Eng. Informatics
59 (2024)
Nan Xiang
,
Yajie Dou
,
Qingyang Jia
,
Jikai Wang
,
Yuejin Tan
A three-way large-scale group decision-making model based on rewards-and-punishments mechanism for triple-path consensus reaching process in high-end equipment project selection.
Expert Syst. Appl.
239 (2024)
Yufeng Ma
,
Yajie Dou
,
Xiangqian Xu
,
Yuejin Tan
,
Ke-Wei Yang
Requirements prioritization for complex products based on fuzzy associative predicate representation learning.
Adv. Eng. Informatics
62 (2024)
Xiangqian Xu
,
Yajie Dou
,
Weijun Ouyang
,
Jiang Jiang
,
Kewei Yang
,
Yuejin Tan
A product requirement development method based on multi-layer heterogeneous networks.
Adv. Eng. Informatics
58 (2023)
Xiangqian Xu
,
Yajie Dou
,
Liwei Qian
,
Jiang Jiang
,
Ke-Wei Yang
,
Yuejin Tan
Quality improvement method for high-end equipment's functional requirements based on user stories.
Adv. Eng. Informatics
56 (2023)
Liwei Qian
,
Yajie Dou
,
Chang Gong
,
Xiangqian Xu
,
Yuejin Tan
Research on User Behavior Based on Higher-Order Dependency Network.
Entropy
25 (8) (2023)
Ziyi Chen
,
Patrick De Causmaecker
,
Yajie Dou
A combined mixed integer programming and deep neural network-assisted heuristics algorithm for the nurse rostering problem.
Appl. Soft Comput.
136 (2023)
Yulong Dai
,
Yajie Dou
,
Ronghang Wang
,
Qingyang Jia
,
Mengyu Zhang
,
Biaobiao Qiu
Robust Cooperative Multi-UAV Search for Uncertain Targets.
ICRSA
(2023)
Ziyi Chen
,
Yajie Dou
,
Patrick De Causmaecker
Neural networked-assisted method for the nurse rostering problem.
Comput. Ind. Eng.
171 (2022)
Biaobiao Qiu
,
Yajie Dou
,
Ziyi Chen
,
Kewei Yang
,
Jiang Jiang
Development planning of complex equipment based on cumulative prospect theory.
ISCSIC
(2022)
Nan Xiang
,
Yajie Dou
,
Boyuan Xia
,
Ke-Wei Yang
,
Yuejin Tan
High-end equipment: An improved two-sided based S&M matching and a novel Pareto refining method considering consistency.
Expert Syst. Appl.
202 (2022)
Mengsi Cai
,
Yuejin Tan
,
Bingfeng Ge
,
Yajie Dou
,
Ge Huang
,
Yonghao Du
PURA: A Product-and-User Oriented Approach for Requirement Analysis From Online Reviews.
IEEE Syst. J.
16 (1) (2022)
Nan Xiang
,
Xiongtao Zhang
,
Yajie Dou
,
Xiangqian Xu
,
Ke-Wei Yang
,
Yuejin Tan
High-end equipment data desensitization method based on improved Stackelberg GAN.
Expert Syst. Appl.
180 (2021)
Jun Yang
,
Yajie Dou
,
Xiangqian Xu
,
Yufeng Ma
,
Yuejin Tan
A BERT and Topic Model Based Approach to reviews Requirements Analysis.
ISCID
(2021)
Yufeng Ma
,
Yajie Dou
,
Mengru Wang
,
Yitong Wang
,
Miao Jiang
,
Yanjing Lu
Automatic Recognition and Segmentation of Composite User Stories Based on Semantic Analysis.
CSAE
(2021)
Zeshui Liu
,
Xiangqian Xu
,
Nan Xiang
,
Zhuoqian Li
,
Yajie Dou
,
Yuejin Tan
Research on Requirements Recommendation Method for High-end Equipment Based on Generative Adversarial Networks.
DSC
(2021)
Ziyi Chen
,
Patrick De Causmaecker
,
Yajie Dou
Neural Networked Assisted Tree Search for the Personnel Rostering Problem.
CoRR
(2020)
Bingfeng Ge
,
Boyuan Xia
,
Kewei Yang
,
Qingsong Zhao
,
Yajie Dou
,
Zhu Xiang
Surrogate Model-Based Rapid optimization for the Deployment of Combat System of Systems.
SysCon
(2020)
Hechuan Wei
,
Caiyun Niu
,
Boyuan Xia
,
Yajie Dou
,
Xuejun Hu
A refined selection method for project portfolio optimization considering project interactions.
Expert Syst. Appl.
142 (2020)
Yanqing Ye
,
Jiang Jiang
,
Bingfeng Ge
,
Yajie Dou
,
Kewei Yang
Similarity measures for time series data classification using grid representation and matrix distance.
Knowl. Inf. Syst.
60 (2) (2019)
Yajie Dou
,
Danling Zhao
,
Boyuan Xia
,
Xiaoxiong Zhang
,
Kewei Yang
System Portfolio Selection for Large-Scale Complex Systems Construction.
IEEE Syst. J.
13 (4) (2019)
Yajie Dou
,
Zhexuan Zhou
,
Xiangqian Xu
,
Yanjing Lu
System portfolio selection with decision-making preference baseline value for system of systems construction.
Expert Syst. Appl.
123 (2019)
Zhexuan Zhou
,
Xiangqian Xu
,
Yajie Dou
,
Yuejin Tan
,
Jiang Jiang
System Portfolio Selection Under Hesitant Fuzzy Information.
GDN
(2018)
Pengle Zhang
,
Yajie Dou
A fast dynamic programming algorithm to a varied capacity problem in vehicle routing.
Int. J. Appl. Decis. Sci.
11 (2) (2018)
Niping Jia
,
Zhiwei Yang
,
Tianjun Liao
,
Yajie Dou
,
Kewei Yang
A System Dynamics Model for Analyzing Swarming UAVs Air Combat System.
SoSE
(2018)
Ziyi Chen
,
Chunqi Wan
,
Bingfeng Ge
,
Yajie Dou
,
Yuejin Tan
Behavioral Modeling of Attackers Based on Prospect Theory and Corresponding Defenders Strategy.
GDN
(2018)
Xiaoxiong Zhang
,
Yajie Dou
,
Qingsong Zhao
,
Kai Zhao
The tradeoffs between portfolios in multi-attribute project portfolio selection.
SysCon
(2017)
Boyuan Xia
,
Yajie Dou
,
Qingsong Zhao
,
Bingfeng Ge
,
Yang Zhang
Robust system portfolio selection with multi-function requirements and system instability.
SysCon
(2017)
Qingsong Zhao
,
Shanfei Li
,
Yajie Dou
,
Xiaopan Wang
,
Ke-Wei Yang
An Approach for Weapon System-of-Systems Scheme Generation Based on a Supernetwork Granular Analysis.
IEEE Syst. J.
11 (4) (2017)
Guo-xiong Zhan
,
Fa Lu
,
Jiang Jiang
,
Yajie Dou
,
Ke-Wei Yang
Research on capability evaluation modeling of armored system-of-systems.
SoSE
(2014)
Pengle Zhang
,
Yajie Dou
,
Ke-Wei Yang
,
Jiang Jiang
A hypercube model based on DSM/DMM for armament system of systems modeling and evaluation.
SoSE
(2014)
Long Li
,
Yajie Dou
,
Bingfeng Ge
,
Kewei Yang
,
Yingwu Chen
Executable System-of-Systems architecting based on DoDAF meta-model.
SoSE
(2012)
Yajie Dou
,
Long Li
,
Qing-Song Zhao
,
Yingwu Chen
Research on capability requirements generation of Weapon System-of-systems based on CRTAM model.
SoSE
(2012)