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Employment (2)

Tencent: Shenzhen, Guangdong, CN

Employment
Source: Self-asserted source
Mengzhuo GUO

City University of Hong Kong: HK, HK

2022-02-05
Employment
Source: check_circle
City University of Hong Kong

Education and qualifications (1)

City University of Hong Kong: HK, HK

2022-02-05
Education
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City University of Hong Kong

Works (14)

An Interpretable Deep Learning-based Model for Decision-making through Piecewise Linear Approximation

ACM Transactions on Knowledge Discovery from Data
2025-01-24 | Journal article
Contributors: Mengzhuo Guo; Qingpeng Zhang; Daniel Dajun Zeng
Source: check_circle
Crossref

Data-driven preference learning methods for sorting problems with multiple temporal criteria

European Journal of Operational Research
2024-12 | Journal article
Contributors: Yijun Li; Mengzhuo Guo; Miłosz Kadziński; Qingpeng Zhang; Chenxi Xu
Source: check_circle
Crossref

A Bayesian Multi-Armed Bandit Algorithm for Bid Shading in Online Display Advertising

2024-10-21 | Conference paper
Contributors: Mengzhuo Guo; Wuqi Zhang; Congde Yuan; Binfeng Jia; Guoqing Song; Hua Hua; Shuangyang Wang; Qingpeng Zhang
Source: check_circle
Crossref

Age-related changes in the risk of high blood pressure

Frontiers in Cardiovascular Medicine
2022-09-15 | Journal article | Author
SOURCE-WORK-ID:

2037393f-16f4-4d60-8784-1418c5ffd259

EID:

2-s2.0-85139147298

WOSUID:

000862245600001

Contributors: Weibin Cheng; Yumeng Du; Qingpeng Zhang; Xin Wang; Chaocheng He; Jingjun He; Fengshi Jing; Hao Ren; Mengzhuo GUO; Junzhang Tian et al.
Source: check_circle
City University of Hong Kong

Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model

ACM Transactions on Knowledge Discovery from Data
2022-06-30 | Journal article
Contributors: Mengzhuo Guo; Zhongzhi Xu; Qingpeng Zhang; Xiuwu Liao; Jiapeng Liu
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A hybrid machine learning framework for analyzing human decision-making through learning preferences

Omega (United Kingdom)
2021-06 | Journal article | Author
SOURCE-WORK-ID:

88b747cd-766f-4c0d-b4c9-52cf0825a338

EID:

2-s2.0-85083426067

WOSUID:

000626604000010

Contributors: Mengzhuo GUO; Qingpeng Zhang; Xiuwu Liao; Youhua Frank CHEN; Daniel Dajun Zeng
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 3)‎

An Interpretable Neural Network Model Through Piecewise Linear Approximation

arXiv
2020 | Other
EID:

2-s2.0-85094696564

Part of ISSN: 23318422
Contributors: Guo, M.; Zhang, Q.; Liao, X.; Zeng, D.D.
Source: Self-asserted source
Mengzhuo GUO via Scopus - Elsevier

Consumer preference analysis

Omega
2020-10 | Journal article | Author
SOURCE-WORK-ID:

2c8b8e9b-cfa4-4209-a593-81df49bd1939

EID:

2-s2.0-85066935511

WOSUID:

000541944700006

Contributors: Mengzhuo GUO; Xiuwu Liao; Jiapeng Liu; Qingpeng Zhang
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 3)‎

A progressive sorting approach for multiple criteria decision aiding in the presence of non-monotonic preferences

Expert Systems with Applications
2019 | Journal article
EID:

2-s2.0-85059777515

Part of ISSN: 09574174
Contributors: Guo, M.; Liao, X.; Liu, J.
Source: Self-asserted source
Mengzhuo GUO via Scopus - Elsevier
grade
Preferred source (of 2)‎

An interpretable machine learning framework for modelling human decision behavior

arXiv
2019 | Other
EID:

2-s2.0-85094299886

Part of ISSN: 23318422
Contributors: Guo, M.; Zhang, Q.; Liao, X.; Chen, Y.
Source: Self-asserted source
Mengzhuo GUO via Scopus - Elsevier

Explainable ordinal factorization model: Deciphering the effects of attributes by piece-wise linear approximation

arXiv
2019 | Other
EID:

2-s2.0-85093164010

Part of ISSN: 23318422
Contributors: Guo, M.; Xu, Z.; Zhang, Q.; Liao, X.; Liu, J.
Source: Self-asserted source
Mengzhuo GUO via Scopus - Elsevier

A new method for rare feature extraction in patent documents

2016 13th International Conference on Service Systems and Service Management, ICSSSM 2016
2016 | Conference paper
EID:

2-s2.0-84986550147

Contributors: Guo, M.; Yuan, H.; Qian, Y.
Source: Self-asserted source
Mengzhuo GUO via Scopus - Elsevier

A New Method for Rare Feature Extraction in Patent Documents

13TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT
2016 | Journal article
Contributors: Guo, Mengzhuo; Yuan, Hua; Qian, Yu
Source: check_circle
Web of Science Researcher Profile Sync

Summarizing product aspects from massive online review with word representation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
EID:

2-s2.0-84951745460

Part of ISSN: 16113349 03029743
Contributors: Ye, K.; Li, L.; Guo, M.; Qian, Y.; Yuan, H.
Source: Self-asserted source
Mengzhuo GUO via Scopus - Elsevier
grade
Preferred source (of 2)‎

Peer review (8 reviews for 4 publications/grants)

Review activity for Group decision and negotiation. (1)
Review activity for Information fusion. (1)
Review activity for Information processing and management. (1)
Review activity for Omega (5)