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Ye Zhu, PhD, SMIEEE
Ye Zhu, PhD, SMIEEE
Senior Lecturer of Computer Science, Deakin University
Verifierad e-postadress på deakin.edu.au - Startsida
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Density-ratio based clustering for discovering clusters with varying densities
Y Zhu, KM Ting, MJ Carman
Pattern Recognition 60, 983-997, 2016
1212016
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
662018
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
592016
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
352019
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
282019
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
272019
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
212018
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
202020
Grouping Points by Shared Subspaces for Effective Subspace Clustering
Y Zhu, KM Ting, MJ Carman
Pattern Recognition 83, 230-244, 2018
202018
Local contrast as an effective means to robust clustering against varying densities
B Chen, KM Ting, T Washio, Y Zhu
Machine Learning 107 (8), 1621-1645, 2018
142018
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 (16), 22727-22742, 2019
132019
CDF Transform-and-Shift: An effective way to deal with datasets of inhomogeneous cluster densities
Y Zhu, KM Ting, MJ Carman, M Angelova
Pattern Recognition 117, 107977, 2021
82021
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
82018
Cloud-assisted privacy-conscious large-scale Markowitz portfolio
Y Zhang, J Jiang, Y Xiang, Y Zhu, L Wan, X Xie
Information Sciences 527, 548-559, 2020
62020
Hierarchical clustering that takes advantage of both density-peak and density-connectivity
Y Zhu, KM Ting, Y Jin, M Angelova
Information Systems, 2021
52021
Density-based clustering using approximate natural neighbours
M Angelova, G Beliakov, Y Zhu
Applied Soft Computing 85, 105867, 2019
52019
Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing
Y Jin, M Carman, Y Zhu, W Buntine
10th Asian Conference on Machine Learning (ACML 2018), 2018
42018
Leveraging Label Category Relationships in Multi-class Crowdsourcing
Y Jin, L Du, Y Zhu, M Carman
Advances in Knowledge Discovery and Data Mining (PAKDD 2018), 2018
42018
Point-Set Kernel Clustering
KM Ting, JR Wells, Y Zhu
IEEE Transactions on Knowledge and Data Engineering, 2022
32022
Anomaly detection of aircraft lead‐acid battery
W Zhao, Y Zhang, Y Zhu, P Xu
Quality and Reliability Engineering International, 2020
32020
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Artiklar 1–20