Follow
Ye Zhu
Ye Zhu
Senior Lecturer of Computer Science, Deakin University
Verified email at deakin.edu.au - Homepage
Title
Cited by
Cited by
Year
Isolation‐based anomaly detection using nearest‐neighbor ensembles
TR Bandaragoda, KM Ting, D Albrecht, FT Liu, Y Zhu, JR Wells
Computational Intelligence 34 (4), 968-998, 2018
1602018
Density-ratio based clustering for discovering clusters with varying densities
Y Zhu, KM Ting, MJ Carman
Pattern Recognition 60, 983-997, 2016
1462016
Overcoming key weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure
KM Ting, Y Zhu, M Carman, Y Zhu, ZH Zhou
KDD '16 Proceedings of the 22nd ACM SIGKDD International Conference on …, 2016
762016
Data Driven Natural Gas Spot Price Prediction Models Using Machine Learning Methods
M Su, Z Zhang, Y Zhu, D Zha, W Wen
Energies 12 (9), 1680, 2019
682019
Data-Driven Natural Gas Spot Price Forecasting with Least Squares Regression Boosting Algorithm
M Su, Z Zhang, Y Zhu, D Zha
Energies 12 (6), 1094, 2019
642019
Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering
X Qin, KM Ting, Y Zhu, V Lee
The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019
502019
An overview of clustering methods with guidelines for application in mental health research
CX Gao, D Dwyer, Y Zhu, CL Smith, L Du, KM Filia, J Bayer, JM Menssink, ...
Psychiatry Research 327, 115265, 2023
442023
A technical survey on statistical modelling and design methods for crowdsourcing quality control
Y Jin, M Carman, Y Zhu, Y Xiang
Artificial Intelligence 287, 103351, 2020
442020
Clustering-enhanced stock price prediction using deep learning
M Li, Y Zhu, Y Shen, M Angelova
World Wide Web 26 (1), 207-232, 2023
352023
A feature selection-based method for DDoS attack flow classification
L Zhou, Y Zhu, T Zong, Y Xiang
Future Generation Computer Systems 132, 67-79, 2022
292022
Automated method for detecting acute insomnia using multi-night actigraphy data
M Angelova, C Karmakar, Y Zhu, SPA Drummond, J Ellis
IEEE Access 8, 74413-74422, 2020
292020
Machine learning enabled team performance analysis in the dynamical environment of soccer
S Kusmakar, S Shelyag, Y Zhu, D Dwyer, P Gastin, M Angelova
IEEE access 8, 90266-90279, 2020
242020
Local contrast as an effective means to robust clustering against varying densities
B Chen, KM Ting, T Washio, Y Zhu
Machine Learning 107, 1621-1645, 2018
232018
CFNet: Facial expression recognition via constraint fusion under multi-task joint learning network
J Xiao, C Gan, Q Zhu, Y Zhu, G Liu
Applied Soft Computing 141, 110312, 2023
222023
Grouping Points by Shared Subspaces for Effective Subspace Clustering
Y Zhu, KM Ting, MJ Carman
Pattern Recognition 83, 230-244, 2018
222018
A Distance Scaling Method to Improve Density-based Clustering
Y Zhu, KM Ting, M Angelova
Advances in Knowledge Discovery and Data Mining (PAKDD 2018), 2018
222018
Commutative fragile zero-watermarking and encryption for image integrity protection
M Li, D Xiao, Y Zhu, Y Zhang, L Sun
Multimedia Tools and Applications 78, 22727-22742, 2019
202019
Lowest Probability Mass Neighbour Algorithms: Relaxing the metric constraint in distance-based neighbourhood algorithms
KM Ting, Y Zhu, M Carman, Y Zhu, T Washio, ZH Zhou
Machine Learning, 2018
192018
Hierarchical clustering that takes advantage of both density-peak and density-connectivity
Y Zhu, KM Ting, Y Jin, M Angelova
Information Systems, 2021
182021
A machine learning model for multi-night actigraphic detection of chronic insomnia: development and validation of a pre-screening tool
S Kusmakar, C Karmakar, Y Zhu, S Shelyag, SPA Drummond, JG Ellis, ...
Royal Society open science 8 (6), 202264, 2021
182021
The system can't perform the operation now. Try again later.
Articles 1–20