Mr Chris Zhang

STAFF PROFILE

Position

Scholarship Holder

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Geelong Waurn Ponds Campus

Publications

Filter by

2023

Interpretable tabular data generation

Y Zhang, N Zaidi, J Zhou, G Li

(2023), Knowledge and Information Systems, C1

journal article
2022

A survey on smart farming data, applications and techniques

S Alwis, Z Hou, Y Zhang, M Na, B Ofoghi, A Sajjanhar

(2022), Vol. 138, pp. 1-14, Computers in Industry, Amsterdam, The Netherlands, C1

journal article

Discretization Inspired Defence Algorithm Against Adversarial Attacks on Tabular Data

Jiahui Zhou, Nayyar Zaidi, Yishuo Zhang, Gang Li

(2022), Vol. LNAI 13281, pp. 367-379, PAKDD 2022 : Pacific Asia Conference : Proceedings of Advances in Knowledge Discovery and Data Mining 2022 conference, Chengdu, China, E1

conference

GANBLR++: Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks

Y Zhang, N Zaidi, J Zhou, G Li

(2022), pp. 298-306, SIAM 2022 : Proceedings of SIAM Data Mining 2022 Conference, Virtual, E1

conference
2021

Tourism Demand Forecasting: A Decomposed Deep Learning Approach

Y Zhang, G Li, B Muskat, R Law

(2021), Vol. 60, pp. 981-997, Journal of Travel Research, C1

journal article

Predictivity of tourism demand data

Y Zhang, G Li, B Muskat, H Vu, R Law

(2021), Vol. 89, Annals of Tourism Research, C1

journal article

Anomaly Detection Using XGBoost Ensemble of Deep Neural Network Models

S Ikram, A Cherukuri, B Poorva, P Ushasree, Y Zhang, X Liu, G Li

(2021), Vol. 21, pp. 175-188, Cybernetics and Information Technologies, C1

journal article

GANBLR: A Tabular Data Generation Model

Y Zhang, N Zaidi, J Zhou, G Li

(2021), pp. 916-925, ICDM 2021 : Proceedings of the 2021 IEEE International Conference on Data Mining, Auckland, New Zealand, E1

conference
2020

Group pooling for deep tourism demand forecasting

Y Zhang, G Li, B Muskat, R Law, Y Yang

(2020), Vol. 82, Annals of Tourism Research, C1

journal article

Topological graph representation learning on property graph

Y Zhang, D Gao, A Cherukuri, L Wang, S Pan, S Li

(2020), Vol. 12274 LNAI, pp. 53-64, KSEM 2020 : Proceedings of Part 1 of the 13th International Conference on Knowledge Science, Enginerring and Management, Hangzhou, China, E1

conference

Predicting user influence in the propagation of toxic information

Shu Li, Yishuo Zhang, Penghui Jiang, Zhao Li, Chengwei Zhang, Qingyun Liu

(2020), Vol. 12274 LNAI, pp. 459-470, KSEM 2020 : Proceedings of Part 1 of the 13th International Conference on Knowledge Science, Engineering and Management, Hangzhou, China, E1

conference
2019

Duo attention with deep learning on tomato yield prediction and factor interpretation

S De Alwis, Y Zhang, M Na, G Li

(2019), Vol. 11672, pp. 704-715, PRICAI 2019: Trends in Artificial Intelligence 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26-30, 2019, Proceedings, Part III, Cuvu, Yanuca Island, Fiji, E1

conference

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report