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J

Joshua Zhexue Huang

guangming laboratory

48H-index
331Paper Count
9.4KCitation Count
Published Papers 100
Publication Date
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Approximate Approach for Frequent Itemsets Mining on Massive Distributed Data beyond Computing Capacity
errExpert Systems with Applications
IF7.5
err2026-03-14
err0
PREAI
errAlladoumbaye Ngueilbaye; Sibagatullin Ratmir; Yongda Cai; Mohammad Sultan Mahmud; Xudong Sun; Andrey Nechesov; Sergey S. Goncharov; Joshua Zhexue Huang
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errSave
FreqMLNet: Non-transformer network with frequency domain reconstruction and multi-scale representation for time series forecasting
errNeural Networks
IF6.3
err2026-02-13
err0
PREAI
errYulin He; Qiongbin Chen; Ruili Wang; Philippe Fournier-Viger; Joshua Zhexue Huang
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errSave
Special Issue on Recent Advances in Statistical Analytics Theories and Methods for Big Data
errBig Data Mining and Analytics
IF6.2
err2026-02-01
err0
PREAI
errHuang, Joshua Zhexue; He, Yulin; Suganthan, Ponnuthurai Nagaratnam
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errSave
A survey of approximate big data computing with the random sample partition (RSP)
errInternational Journal of Data Science and Analytics
IF2.8
err2025-12-02
err0
PREAI
errSalman Salloum; Kian-Lee Tan; Joshua Zhexue Huang
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errSave
Guest Editorial: Mixture of Experts and Ensemble Learning for Big Data
errInformation Fusion
IF15.5
err2025-11-06
err0
PREAI
errMohammad Sultan Mahmud; Diego Garcia-Gil; Joshua Zhexue Huang; Alladoumbaye Ngueilbaye; Xudong Sun
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errSave
Unraveling the molecular mechanisms underlying the coronary artery disease risk gene REST
errEuropean Heart Journal
IF35.6
err2025-11-05
err0
PREAI
errT Dang; D Weydert; T Loferer; A Simon; J Huang; L Li; J Mergner; H Schunkert; T Kessler
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errSave
A Novel Flexible Kernel Density Estimator for Multimodal Probability Density Functions
errCAAI Transactions on Intelligence Technology
IF7.3
err2025-10-11
err0
errOAAI
errJia-Qi Chen; Yu-Lin He; Ying-Chao Cheng; Philippe Fournier-Viger; Ponnuthurai Nagaratnam Suganthan; Joshua Zhexue Huang
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errSave
Graph-augmented contrastive clustering for time series data
errKnowledge-Based Systems
IF7.6
err2025-10-09
err0
PREAI
errQin Zhang; Zhuoluo Liang; Alladoumbaye Ngueilbaye; Han Liu; Hong Zhou; Joshua Zhexue Huang
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errSave
Discriminative local affine-hull clustering for high-dimensional data
errArray
IF4.5
err2025-07-23
err0
errOAAI
errYu-Feng Yu; Jiali Luo; Xuanyi Chen; Yingchao Cheng; Yulin He; Joshua Zhexue Huang
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errSave
Determination of the Number of Clusters in High-Dimensional Data With Subspace Clusters
errIEEE Transactions on Big Data
IF5.7
err2025-07-10
err0
PREAI
errMohammad Sultan Mahmud; Joshua Zhexue Huang; Germán González-Almagro; Salvador García
errShare
errSave
Attribute grouping-based naive Bayesian classifier
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2025-02-11
err1
PREAI
errHe, Yulin; Ou, Guiliang; Fournier-Viger, Philippe; Huang, Joshua Zhexue
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errSave
Adaptive Neighbors Graph Learning for Large-Scale Data Clustering using Vector Quantization and Self-Regularization
errAPPLIED SOFT COMPUTING
IF6.6
err2024-12-01
err0
PREAI
errCai, Yongda; Huang, Joshua Zhexue; Ngueilbaye, Alladoumbaye; Sun, Xudong
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errSave
A novel and efficient risk minimisation-based missing value imputation algorithm
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-11-01
err0
PREAI
errHe, Yu-Lin; Yu, Jia-Yin; Li, Xu; Fournier-Viger, Philippe; Huang, Joshua Zhexue
errShare
errSave
An asset subset-constrained minimax optimization framework for online portfolio selection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-11-01
err5
errOAAI
errYin, Jianfei; Zhong, Anyang; Xiao, Xiaomian; Wang, Ruili; Huang, Joshua Zhexue
errShare
errSave
CDFRS: A scalable sampling approach for efficient big data analysis
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2024-07-01
err1
errOAAI
errCai, Yongda; Wu, Dingming; Sun, Xudong; Wu, Siyue; Xu, Jingsheng; Huang, Joshua Zhexue
errShare
errSave
A scalable and flexible basket analysis system for big transaction data in Spark
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2024-03-01
err3
errOAAI
errSun, Xudong; Ngueilbaye, Alladoumbaye; Luo, Kaijing; Cai, Yongda; Wu, Dingming; Huang, Joshua Zhexue
errShare
errSave
Clustering approximation via a fusion of multiple random samples
errINFORMATION FUSION
IF15.5
err2024-01-01
err5
errOAAI
errMahmud, Mohammad Sultan; Huang, Joshua Zhexue; Garcia, Salvador
errShare
errSave
Density estimation-based method to determine sample size for random sample partition of big data
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2023-12-16
err6
PREAI
errHe, Yulin; Chen, Jiaqi; Shen, Jiaxing; Fournier-Viger, Philippe; Huang, Joshua Zhexue
errShare
errSave
Geographically distributed data management to support large-scale data analysis
errSCIENTIFIC REPORTS
IF3.9
err2023-10-18
err2
errOAAI
errEmara, Tamer Z.; Trinh, Thanh; Huang, Joshua Zhexue
errShare
errSave
Approximate Clustering Ensemble Method for Big Data
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2023-08-01
err12
PREAI
errMahmud, Mohammad Sultan; Huang, Joshua Zhexue; Ruby, Rukhsana; Ngueilbaye, Alladoumbaye; Wu, Kaishun
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
David Menon
H-index: 124 · Papers: 1.9K
P
Ponnuthurai Nagaratnam Suganthan
H-index: 118 · Papers: 772
聂
聂飞平 (Feiping Nie)
H-index: 103 · Papers: 944
T
Thomas Wısnıewskı
H-index: 92 · Papers: 716
A
Andrea B. Troxel
H-index: 91 · Papers: 558
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