Research interests
Data Science, AI, Fuzzy measure, Decision theory
Teaching interests
Data Science, Mathematics, Operation Research
Publications
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation
J Wu, G Beliakov, S James, M Gagolewski
(2024), Vol. 659, pp. 1-15, Information Sciences, Amsterdam, The Netherlands, C1
J Wu, X Zhang, G Beliakov
(2024), Vol. 46, pp. 1945-1956, Journal of Intelligent and Fuzzy Systems, Amsterdam, The Netherlands, C1-1
Representation, optimization and generation of fuzzy measures
G Beliakov, J Wu, W Ding
(2024), Vol. 106, pp. 1-11, Information Fusion, Amsterdam, The Netherlands, C1
An efficient algorithm for sampling fuzzy measures
G Beliakov, J Wu
(2024), IEEE Transactions on Fuzzy Systems, C1-1
Discrete Choquet Integral Optimisation With Positive and Negative Interactions
G Beliakov, J Wu
(2023), pp. 1-10, IEEE Transactions on Fuzzy Systems, Piscataway, N.J., C1
A Brief Survey of Machine Learning and Deep Learning Techniques for E-Commerce Research
X Zhang, F Guo, T Chen, L Pan, G Beliakov, J Wu
(2023), Vol. 18, pp. 2188-2216, Journal of Theoretical and Applied Electronic Commerce Research, Basel, Switzerland, C1
Fusen Guo, Jianzhang Wu, Lei Pan
(2023), pp. 193-204, SciSec 2023 : proceedings of the 5th International Conference on Science of Cyber Security 2023, Melbourne, VIC., E1
Random generation of k-interactive capacities
G Beliakov, F Cabrerizo, E Herrera-Viedma, J Wu
(2022), Vol. 430, pp. 48-55, Fuzzy Sets and Systems, C1
Learning k-maxitive fuzzy measures from data by mixed integer programming
G Beliakov, J Wu
(2021), Vol. 412, pp. 41-52, Fuzzy Sets and Systems, C1
Self-organized and unsupervised information integration method by combining capacity and PCA
J Wu, Y Li, F Chen, G Beliakov
(2021), Vol. 55, pp. 61-77, Economic Computation and Economic Cybernetics Studies and Research, Bucharest, Romania, C1
Comprehensive nonmodularity and interaction indices for decision analysis
J Wu, G Beliakov
(2021), Vol. 40, pp. 10671-10685, Journal of Intelligent and Fuzzy Systems, Amsterdam, The Netherlands, C1
Random generation of capacities and its application in comprehensive decision aiding
G Beliakov, J Wu
(2021), Vol. 577, pp. 424-435, Information Sciences, Amsterdam, The Netherlands, C1
Discrete fuzzy measures: computational aspects: preface
G Beliakov, S James, J Wu
(2020), Cham, Switzerland, A1
Marginal contribution representation of capacity-based multicriteria decision making
J Wu, G Beliakov
(2020), Vol. 35, pp. 373-400, International journal of intelligent systems, Chichester, Eng., C1
Towards sophisticated decision models: Nonadditive robust ordinal regression for preference modeling
G Beliakov, J Wu, D Divakov
(2020), Vol. 190, Knowledge-Based Systems, C1
K-order representative capacity
J Wu, G Beliakov
(2020), Vol. 38, pp. 3105-3115, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1
J Wu, R Xi, G Beliakov
(2020), Vol. 54, pp. 281-297, Economic Computation and Economic Cybernetics Studies and Research, C1
L Huang, J Wu, G Beliakov
(2020), Vol. 39, pp. 3441-3452, Journal of Intelligent and Fuzzy Systems, Amsterdam, The Netherlands, C1
The axiomatic characterisations of non-modularity index
G Beliakov, J Wu
(2020), Vol. 49, pp. 675-688, International journal of general systems, Abingdon, Eng., C1
L Huang, J Wu, R Xi
(2020), Vol. 8, pp. 301-301, Mathematics, C1-1
Capacity random forest for correlative multiple criteria decision pattern learning
J Wu, F Chen, Y Li, L Huang
(2020), Vol. 8, pp. 1372-1372, Mathematics, C1-1
J Wu, G Beliakov
(2019), Vol. 34, pp. 247-270, International journal of intelligent systems, Chichester, Eng., C1
Nonmodularity index for capacity identifying with multiple criteria preference information
J Wu, G Beliakov
(2019), Vol. 492, pp. 164-180, Information sciences, Amsterdam, The Netherlands, C1
Learning fuzzy measures from data: simplifications and optimisation strategies
G Beliakov, J Wu
(2019), Vol. 494, pp. 100-113, Information sciences, Amsterdam, The Netherlands, C1
Nonadditive robust ordinal regression with nonadditivity index and multiple goal linear programming
J Wu, G Beliakov
(2019), Vol. 34, pp. 1732-1752, International journal of intelligent systems, Chichester, Eng., C1
K-minitive capacities and k-minitive aggregation functions
J Wu, G Beliakov
(2019), Vol. 37, pp. 2797-2808, Journal of Intelligent and Fuzzy Systems, Amsterdam, The Netherlands, C1
Matrix representation of capacity-based multicriteria decision analysis
R Xi, J Wu, G Beliakov
(2019), Vol. 7, pp. 185543-185553, IEEE access, Piscataway, N.J., C1
J Wu, Y Zhou, L Huang, J Dong
(2019), Vol. 7, pp. 300-300, Mathematics, C1-1
J Wu, L Huang, R Xi, Y Zhou
(2019), Vol. 10, pp. 223-223, Information (Switzerland), C1-1
J Wu, G Beliakov
(2018), Vol. 467, pp. 398-406, Information sciences, Amsterdam, The Netherlands, C1
J Wu, E Pap, A Szakal
(2018), Vol. 25, pp. 807-830, International Transactions in Operational Research, C1-1
J Dong, J Wu, E Pap, A Szakal
(2017), Vol. 51, pp. 297-314, Economic Computation and Economic Cybernetics Studies and Research, Bucharest, Romania, C1-1
The sum interaction indices of some particular families of monotone measures
J Wu, L Yu, G Li, J Jin, B Du
(2016), Vol. 31, pp. 1447-1457, Journal of Intelligent and Fuzzy Systems, C1-1
J Wu, L Yu, G Li, J Jin, B Du
(2016), Vol. 30, pp. 2529-2539, Journal of Intelligent and Fuzzy Systems, C1-1
Preference information modeling by empty interaction index based on monotone measure
E Pap, J Wu, A Szakal
(2016), pp. 41-45, CINTI 2015 : Proceedings of the 16th IEEE International Symposium on Computational Intelligence and Informatics, Budapest, Hungary, E1-1
2-Additive Capacity Identification Methods from Multicriteria Correlation Preference Information
J Wu, S Yang, Q Zhang, S Ding
(2015), Vol. 23, pp. 2094-2106, IEEE Transactions on Fuzzy Systems, C1-1
Interval neutrosophic numbers Choquet integral operator for multi-criteria decision making
H Sun, H Yang, J Wu, Y Ouyang
(2015), Vol. 28, pp. 2443-2455, Journal of Intelligent and Fuzzy Systems, C1-1
J Wu, Q Zhang, Q Du, Z Dong
(2014), Vol. 246, pp. 91-106, Fuzzy Sets and Systems, C1-1
Intuitionistic fuzzy-valued Choquet integral and its application in multicriteria decision making
J Wu, F Chen, C Nie, Q Zhang
(2013), Vol. 222, pp. 509-527, Information Sciences, C1-1
Multicriteria decision making method based on intuitionistic fuzzy weighted entropy
J Wu, Q Zhang
(2011), Vol. 38, pp. 916-922, Expert Systems with Applications, C1-1
2-order additive fuzzy measures identification method based on maximum entropy principle
J Wu, Q Zhang
(2010), Vol. 32, pp. 2346-2351, Xi Tong Gong Cheng Yu Dian Zi Ji Shu, Beijing, China, C1-1
Multicriteria decision making method based on 2-order additive fuzzy measures
J Wu, Q Zhang
(2010), Vol. 30, pp. 1229-1237, Xitong Gongcheng Lilun yu Shijian, Beijing, China, C1-1
Sugeno integrals for multi-attribute decision making with interval intuitionistic fuzzy information
J Wu, Q Zhang, S Sang
(2010), Vol. 30, Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, Beijng, China, C1-1
2-order additive fuzzy measure identification method based on diamond pairwise comparison and maximum entropy principle
J Wu, Q Zhang
(2010), Vol. 9, pp. 435-453, Fuzzy Optimization and Decision Making, C1-1
Coordination mechanism analysis for supply chain with fuzzy demand
S Sang, Q Zhang, J Wu
(2010), Vol. 16, Jisuanji Jicheng Zhizao Xitong, Beijing, China, C1-1
An IT governance framework of ERP system implementation
L Huo, B Liu, R Yuan, J Wu
(2010), Vol. 2, pp. 431-434, 2010 International Conference on Computing, Control and Industrial Engineering, CCIE 2010, E1-1
Calculation method of nonmonotonic interval-valued and fuzzy-valued choquet integrals
L Huo, B Liu, L Zhou, J Wu
(2010), Vol. 1, pp. 123-128, Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010, E1-1
Funded Projects at Deakin
No Funded Projects at Deakin found
Supervisions
No completed student supervisions to report