Dr Jianzhang Wu

STAFF PROFILE

Position

Research Fellow, Mathematics and Decision Sciences

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Qualifications

Doctor of Philosophy in Management Science, Hebei University of Technology, 2011

Research interests

Data Science, AI, Fuzzy measure, Decision theory

Teaching interests

Data Science, Mathematics, Operation Research

Publications

Filter by

2024

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

journal article

Axiomatic representations for nonadditivity and nonmodularity indices: Describing interactions of fuzzy measures

J Wu, X Zhang, G Beliakov

(2024), Vol. 46, pp. 1945-1956, Journal of Intelligent and Fuzzy Systems, Amsterdam, The Netherlands, C1-1

journal article

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

journal article

An efficient algorithm for sampling fuzzy measures

G Beliakov, J Wu

(2024), IEEE Transactions on Fuzzy Systems, C1-1

journal article
2023

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

journal article

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

journal article

An Empirical Study of AI Model's Performance for Electricity Load Forecasting with Extreme Weather Conditions

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

conference
2022

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

journal article
2021

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

journal article

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

journal article

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

journal article

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

journal article
2020

Discrete fuzzy measures: computational aspects: preface

G Beliakov, S James, J Wu

(2020), Cham, Switzerland, A1

book

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

journal article

Towards sophisticated decision models: Nonadditive robust ordinal regression for preference modeling

G Beliakov, J Wu, D Divakov

(2020), Vol. 190, Knowledge-Based Systems, C1

journal article

K-order representative capacity

J Wu, G Beliakov

(2020), Vol. 38, pp. 3105-3115, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1

journal article

Nonadditivity index oriented decision preference information representation and capacity identification

J Wu, R Xi, G Beliakov

(2020), Vol. 54, pp. 281-297, Economic Computation and Economic Cybernetics Studies and Research, C1

journal article

Multicriteria correlation preference information (MCCPI) with nonadditivity index for decision aiding

L Huang, J Wu, G Beliakov

(2020), Vol. 39, pp. 3441-3452, Journal of Intelligent and Fuzzy Systems, Amsterdam, The Netherlands, C1

journal article

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

journal article

Nonadditivity index based quasi-random generation of capacities and its application in comprehensive decision aiding

L Huang, J Wu, R Xi

(2020), Vol. 8, pp. 301-301, Mathematics, C1-1

journal article

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

journal article
2019

Probabilistic bipartition interaction index of multiple decision criteria associated with the nonadditivity of fuzzy measures

J Wu, G Beliakov

(2019), Vol. 34, pp. 247-270, International journal of intelligent systems, Chichester, Eng., C1

journal article

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

journal article

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

journal article

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

journal article

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

journal article

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

journal article

Multicriteria correlation preference information (MCCPI)-based ordinary capacity identification method

J Wu, Y Zhou, L Huang, J Dong

(2019), Vol. 7, pp. 300-300, Mathematics, C1-1

journal article

Multiple goal linear programming-based decision preference inconsistency recognition and adjustment strategies

J Wu, L Huang, R Xi, Y Zhou

(2019), Vol. 10, pp. 223-223, Information (Switzerland), C1-1

journal article
2018

Nonadditivity index and capacity identification method in the context of multicriteria decision making

J Wu, G Beliakov

(2018), Vol. 467, pp. 398-406, Information sciences, Amsterdam, The Netherlands, C1

journal article

Two kinds of explicit preference information oriented capacity identification methods in the context of multicriteria decision analysis

J Wu, E Pap, A Szakal

(2018), Vol. 25, pp. 807-830, International Transactions in Operational Research, C1-1

journal article
2017

A choquet capacity and integral based method to identify the overall importance of engineering characteristics in quality function deployment

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

journal article
2016

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

journal article

Using the monotone measure sum to enrich the measurement of the interaction of multiple decision criteria

J Wu, L Yu, G Li, J Jin, B Du

(2016), Vol. 30, pp. 2529-2539, Journal of Intelligent and Fuzzy Systems, C1-1

journal article

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

conference
2015

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

journal article

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

journal article
2014

Compromise principle based methods of identifying capacities in the framework of multicriteria decision analysis

J Wu, Q Zhang, Q Du, Z Dong

(2014), Vol. 246, pp. 91-106, Fuzzy Sets and Systems, C1-1

journal article
2013

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

journal article
2011

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

journal article
2010

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

journal article

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

journal article

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

journal article

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

journal article

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

journal article

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

conference

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

conference

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report