Jifu Zhang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 50

Top Topics

Categorical Data

Frequent Itemsets Mining

Top Venues

Expert Syst. Appl.

IEEE Trans. Syst. Man Cybern. Syst.

IEEE Trans. Parallel Distributed Syst.

Publications

Xiaojie Zhao, Xueying Niu, Yang Ma, Jifu Zhang
A multi-view ensemble clustering approach using joint entropy. Expert Syst. Appl. 255 (2024)
Yaling Xun, Yujia Wang, Jifu Zhang, Haifeng Yang, Jianghui Cai
Higher-order embedded learning for heterogeneous information networks and adaptive POI recommendation. Inf. Process. Manag. 61 (4) (2024)
Zhenjiao Cai, Sulan Zhang, Ping Guo, Jifu Zhang, Lihua Hu
AM-RP Stacking PILers: Random projection stacking pseudoinverse learning algorithm based on attention mechanism. Vis. Comput. 40 (1) (2024)
Kexin Chu, Min Zhang, Yaling Xun, Jifu Zhang
A hybrid similarity measure-based clustering approach for mixed attribute data. Int. J. Mach. Learn. Cybern. 15 (4) (2024)
Zhenjiao Cai, Sulan Zhang, Ping Guo, Jifu Zhang, Lihua Hu
A Progressive Stacking Pseudoinverse Learning Framework via Active Learning in Random Subspaces. IEEE Trans. Syst. Man Cybern. Syst. 54 (5) (2024)
Bo Wang, Sulan Zhang, Jifu Zhang, Zhenjiao Cai
Architectural style classification based on CNN and channel-spatial attention. Signal Image Video Process. 17 (1) (2023)
Sulan Zhang, Fei Chen, Jifu Zhang, Aiqin Liu, Fei Wang
Multi-level Self-supervised Representation Learning via Triple-way Attention Fusion and Local Similarity Optimization. Neural Process. Lett. 55 (5) (2023)
Min Zhang, Yang Ma, Junli Li, Jifu Zhang
A density connection weight-based clustering approach for dataset with density-sparse region. Expert Syst. Appl. 230 (2023)
Pengyun Zhu, Chaowei Zhang, Xiaofeng Li, Jifu Zhang, Xiao Qin
A High-Dimensional Outlier Detection Approach Based on Local Coulomb Force. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Xueying Niu, Chaowei Zhang, Yang Ma, Lihua Hu, Jifu Zhang
A multi-view subspace representation learning approach powered by subspace transformation relationship. Knowl. Based Syst. 277 (2023)
Sulan Zhang, Jifu Zhang, Jianeng Li, Ping Guo, Witold Pedrycz
A user-guided reduction concept lattice and its algebraic structure. Expert Syst. Appl. 217 (2023)
Lihua Hu, Wenhao Liang, Yuting Bai, Jifu Zhang
AdaHOSVD: an adaptive higher-order singular value decomposition method for point cloud denoising. Pattern Anal. Appl. 26 (4) (2023)
Xueying Niu, Chaowei Zhang, Xiaojie Zhao, Lihua Hu, Jifu Zhang
A multi-view ensemble clustering approach using joint affinity matrix. Expert Syst. Appl. 216 (2023)
Linqing Wang, Yaling Xun, Jifu Zhang, Huimin Bi
Memory-Effective Parallel Mining of Incremental Frequent Itemsets Based on Multi-scale. ChineseCSCW (1) (2022)
Junli Li, Chaowei Zhang, Jifu Zhang, Xiao Qin, Lihua Hu
MiCS-P: Parallel mutual-information computation of big categorical data on spark. J. Parallel Distributed Comput. 161 (2022)
Sulan Zhang, Songzan Chen, Jifu Zhang, Zhenjiao Cai, Lihua Hu
Image annotation of ancient chinese architecture based on visual attention mechanism and GCN. Multim. Tools Appl. 81 (28) (2022)
Lihua Hu, Yaoyao Nie, Jifu Zhang, Sulan Zhang
GMC_FM : a grid and multi-density-based method for matching ancient Chinese architectural images. Mach. Vis. Appl. 33 (2) (2022)
Lihua Hu, Jifu Zhang, Xiaoming Li
An Algebraic Proof of the Necessary and Sufficient Condition for a P3P Problem Having a Pair of Point-Sharing Solutions. J. Math. Imaging Vis. 63 (9) (2021)
Lihua Hu, Hongkai Liu, Jifu Zhang, Aiqin Liu
KR-DBSCAN: A density-based clustering algorithm based on reverse nearest neighbor and influence space. Expert Syst. Appl. 186 (2021)
Yaling Xun, Jifu Zhang, Haifeng Yang, Xiao Qin
HBPFP-DC: A parallel frequent itemset mining using Spark. Parallel Comput. 101 (2021)
Yaling Xun, Xiaohui Cui, Jifu Zhang, Qingxia Yin
Incremental frequent itemsets mining based on frequent pattern tree and multi-scale. Expert Syst. Appl. 163 (2021)
Yaling Xun, Qingxia Yin, Jifu Zhang, Haifeng Yang, Xiaohui Cui
A novel discretization algorithm based on multi-scale and information entropy. Appl. Intell. 51 (2) (2021)
Yang Ma, Xujun Zhao, Chaowei Zhang, Jifu Zhang, Xiao Qin
Outlier detection from multiple data sources. Inf. Sci. 580 (2021)
Jifu Zhang, Xiaolong Yu, Yaling Xun, Sulan Zhang, Xiao Qin
Scalable Mining of Contextual Outliers Using Relevant Subspace. IEEE Trans. Syst. Man Cybern. Syst. 50 (3) (2020)
Yuqing Yang, Jianghui Cai, Haifeng Yang, Jifu Zhang, Xujun Zhao
TAD: A trajectory clustering algorithm based on spatial-temporal density analysis. Expert Syst. Appl. 139 (2020)
Junli Li, Jifu Zhang, Ning Pang, Xiao Qin
Weighted Outlier Detection of High-Dimensional Categorical Data Using Feature Grouping. IEEE Trans. Syst. Man Cybern. Syst. 50 (11) (2020)
Yi Zhou, Shubbhi Taneja, Xiao Qin, Wei-Shinn Ku, Jifu Zhang
EDOM: Improving energy efficiency of database operations on multicore servers. Future Gener. Comput. Syst. 105 (2020)
Yi Zhou, Yuanqi Chen, Shubbhi Taneja, Ajit Chavan, Xiao Qin, Jifu Zhang
ThermoBench: A thermal efficiency benchmark for clusters in data centers. Parallel Comput. 98 (2020)
Junli Li, Chaowei Zhang, Jifu Zhang, Xiao Qin
Computing Mutual Information of Big Categorical Data and Its Application to Feature Grouping. ICDE (2020)
Ning Pang, Jifu Zhang, Chaowei Zhang, Xiao Qin, Jianghui Cai
PUMA: Parallel subspace clustering of categorical data using multi-attribute weights. Expert Syst. Appl. 126 (2019)
Xujun Zhao, Jifu Zhang, Xiao Qin, Jianghui Cai, Yang Ma
Parallel mining of contextual outlier using sparse subspace. Expert Syst. Appl. 126 (2019)
Ning Pang, Jifu Zhang, Chaowei Zhang, Xiao Qin
Parallel Hierarchical Subspace Clustering of Categorical Data. IEEE Trans. Computers 68 (4) (2019)
Yating Li, Jianghui Cai, Haifeng Yang, Jifu Zhang, Xujun Zhao
A Novel Algorithm for Initial Cluster Center Selection. IEEE Access 7 (2019)
Yi Zhou, Yuanqi Chen, Chaowei Zhang, Xiao Qin, Jifu Zhang
Thermal-Efficiency Benchmark on High-Performance Clusters. IGSC (2019)
Junli Li, Jifu Zhang, Xiao Qin, Yaling Xun
Feature grouping-based parallel outlier mining of categorical data using spark. Inf. Sci. 504 (2019)
Caixia Qu, Haifeng Yang, Jianghui Cai, Jifu Zhang, Yongxiang Zhou
DoPS: A Double-Peaked Profiles Search Method Based on the RS and SVM. IEEE Access 7 (2019)
Jiaojiao Sun, Yaling Xun, Jifu Zhang, Junli Li
Incremental Frequent Itemsets Mining With FCFP Tree. IEEE Access 7 (2019)
Yi Zhou, Shubbhi Taneja, Gautam Dudeja, Xiao Qin, Jifu Zhang, Minghua Jiang, Mohammed I. Alghamdi
Towards thermal-aware Hadoop clusters. Future Gener. Comput. Syst. 88 (2018)
Maen M. Al Assaf, Xunfei Jiang, Xiao Qin, Mohamed Riduan Abid, Meikang Qiu, Jifu Zhang
Informed Prefetching for Distributed Multi-Level Storage Systems. J. Signal Process. Syst. 90 (4) (2018)
Xujun Zhao, Jifu Zhang, Xiao Qin
Joins Using MapReduce. IEEE Trans. Parallel Distributed Syst. 29 (3) (2018)
Yaling Xun, Jifu Zhang, Xiao Qin, Xujun Zhao
FiDoop-DP: Data Partitioning in Frequent Itemset Mining on Hadoop Clusters. IEEE Trans. Parallel Distributed Syst. 28 (1) (2017)
Xiaowu Yan, Jifu Zhang, Yaling Xun, Xiao Qin
A parallel algorithm for mining constrained frequent patterns using MapReduce. Soft Comput. 21 (9) (2017)
Xujun Zhao, Jifu Zhang, Xiao Qin
LOMA: A local outlier mining algorithm based on attribute relevance analysis. Expert Syst. Appl. 84 (2017)
Mohammed I. Alghamdi, Xunfei Jiang, Ji Zhang, Jifu Zhang, Minghua Jiang, Xiao Qin
Towards two-phase scheduling of real-time applications in distributed systems. J. Netw. Comput. Appl. 84 (2017)
Ajit Chavan, Mohammed I. Alghamdi, Xunfei Jiang, Xiao Qin, Meikang Qiu, Minghua Jiang, Jifu Zhang
TIGER: Thermal-Aware File Assignment in Storage Clusters. IEEE Trans. Parallel Distributed Syst. 27 (2) (2016)
Sulan Zhang, Jifu Zhang, Ping Guo, Meng Chu, Kai-Hsiung Chang
A FWCL-based method for visual vocabulary formation. Multim. Tools Appl. 75 (1) (2016)
Yaling Xun, Jifu Zhang, Xiao Qin
FiDoop: Parallel Mining of Frequent Itemsets Using MapReduce. IEEE Trans. Syst. Man Cybern. Syst. 46 (3) (2016)
Jun Yuan, Aixia Liu, Xiao Qin, Jifu Zhang, Jing Li
g-Good-neighbor conditional diagnosability measures for 3-ary n-cube networks. Theor. Comput. Sci. 626 (2016)
Chaowei Zhang, Jifu Zhang, Xiao Qin, Sulan Zhang
Miner*: A Weighted Distance Sum based Outlier Mining System of Star Spectrum Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (5) (2016)
Jifu Zhang, Xiaolong Yu, Yonghong Li, Sulan Zhang, Yaling Xun, Xiao Qin
A relevant subspace based contextual outlier mining algorithm. Knowl. Based Syst. 99 (2016)
Jun Yuan, Aixia Liu, Xue Ma, Xiuli Liu, Xiao Qin, Jifu Zhang
The g-Good-Neighbor Conditional Diagnosability of k-Ary n-Cubes under the PMC Modeland MM* Model. IEEE Trans. Parallel Distributed Syst. 26 (4) (2015)
Yuanqi Chen, Mohammed I. Alghamdi, Xiao Qin, Jifu Zhang, Minghua Jiang, Meikang Qiu
TERN: A Self-Adjusting Thermal Model for Dynamic Resource Provisioning in Data Centers. HPCC/CSS/ICESS (2015)
Mohammed I. Alghamdi, Xunfei Jiang, Xiao Qin, Jifu Zhang, Minghua Jiang, Meikang Qiu
TOPS: Two-phase scheduling for distributed real-time systems. ComComAP (2014)
Jifu Zhang, Sulan Zhang, Kai H. Chang, Xiao Qin
An outlier mining algorithm based on constrained concept lattice. Int. J. Syst. Sci. 45 (5) (2014)
Jifu Zhang, Xujun Zhao, Sulan Zhang, Shu Yin, Xiao Qin
Interrelation analysis of celestial spectra data using constrained frequent pattern trees. Knowl. Based Syst. 41 (2013)
Ajit Chavan, Xunfei Jiang, Mohammed I. Alghamdi, Xiao Qin, Minghua Jiang, Jifu Zhang
TIGER: Thermal-aware file assignment in storage clusters. MSST (2013)
Sulan Zhang, Ping Guo, Jifu Zhang, Xinxin Wang, Witold Pedrycz
A completeness analysis of frequent weighted concept lattices and their algebraic properties. Data Knowl. Eng. (2012)
Aiqin Liu, Xin Li, Jifu Zhang
A soft partition discretization algorithm based on fuzzy clustering. FSKD (2012)
Aiqin Liu, Jifu Zhang
An outlier mining algorithm based on local weighted k-density. FSKD (2011)
Jianghui Cai, Jifu Zhang, Xujun Zhao
A Star Spectrum Outliers Mining System Based on PSO. J. Multiple Valued Log. Soft Comput. 16 (6) (2010)
Haifeng Yang, Zhihai Xu, Jifu Zhang, Jianghui Cai
A Constructing Method of Decision Tree and Classification Rule Extraction for Incomplete Information System. CASoN (2010)
Jifu Zhang, Sulan Zhang, Yiyong Jiang
Algebra System of Constrained Concept Lattice and its Completeness of Knowledge Representation. FSKD (2) (2009)
Sulan Zhang, Ping Guo, Jifu Zhang, Xinxin Wang
A Batch Constructing Method of Weighted Concept Lattice Based on Deviance Analysis. CIS (1) (2009)
Jifu Zhang, Yiyong Jiang, Kai H. Chang, Sulan Zhang, Jianghui Cai, Lihua Hu
A concept lattice based outlier mining method in low-dimensional subspaces. Pattern Recognit. Lett. 30 (15) (2009)
Lihua Hu, Jifu Zhang, Sulan Zhang
A Pruning Based Incremental Construction of Horizontal Partitioned Concept Lattice. ICIC (2) (2006)