Jifu Zhang

According to our database1, Jifu Zhang authored at least 46 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:

On csauthors.net:


HBPFP-DC: A parallel frequent itemset mining using Spark.
Parallel Comput., 2021

Incremental frequent itemsets mining based on frequent pattern tree and multi-scale.
Expert Syst. Appl., 2021

A novel discretization algorithm based on multi-scale and information entropy.
Appl. Intell., 2021

Scalable Mining of Contextual Outliers Using Relevant Subspace.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Weighted Outlier Detection of High-Dimensional Categorical Data Using Feature Grouping.
IEEE Trans. Syst. Man Cybern. Syst., 2020

ThermoBench: A thermal efficiency benchmark for clusters in data centers.
Parallel Comput., 2020

EDOM: Improving energy efficiency of database operations on multicore servers.
Future Gener. Comput. Syst., 2020

TAD: A trajectory clustering algorithm based on spatial-temporal density analysis.
Expert Syst. Appl., 2020

Computing Mutual Information of Big Categorical Data and Its Application to Feature Grouping.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Parallel Hierarchical Subspace Clustering of Categorical Data.
IEEE Trans. Computers, 2019

Feature grouping-based parallel outlier mining of categorical data using spark.
Inf. Sci., 2019

Parallel mining of contextual outlier using sparse subspace.
Expert Syst. Appl., 2019

PUMA: Parallel subspace clustering of categorical data using multi-attribute weights.
Expert Syst. Appl., 2019

Incremental Frequent Itemsets Mining With FCFP Tree.
IEEE Access, 2019

DoPS: A Double-Peaked Profiles Search Method Based on the RS and SVM.
IEEE Access, 2019

A Novel Algorithm for Initial Cluster Center Selection.
IEEE Access, 2019

Thermal-Efficiency Benchmark on High-Performance Clusters.
Proceedings of the Tenth International Green and Sustainable Computing Conference, 2019

Informed Prefetching for Distributed Multi-Level Storage Systems.
J. Signal Process. Syst., 2018

<i>k</i>NN-DP: Handling Data Skewness in <i>kNN</i> Joins Using MapReduce.
IEEE Trans. Parallel Distributed Syst., 2018

Towards thermal-aware Hadoop clusters.
Future Gener. Comput. Syst., 2018

FiDoop-DP: Data Partitioning in Frequent Itemset Mining on Hadoop Clusters.
IEEE Trans. Parallel Distributed Syst., 2017

A parallel algorithm for mining constrained frequent patterns using MapReduce.
Soft Comput., 2017

Towards two-phase scheduling of real-time applications in distributed systems.
J. Netw. Comput. Appl., 2017

LOMA: A local outlier mining algorithm based on attribute relevance analysis.
Expert Syst. Appl., 2017

FiDoop: Parallel Mining of Frequent Itemsets Using MapReduce.
IEEE Trans. Syst. Man Cybern. Syst., 2016

TIGER: Thermal-Aware File Assignment in Storage Clusters.
IEEE Trans. Parallel Distributed Syst., 2016

g-Good-neighbor conditional diagnosability measures for 3-ary n-cube networks.
Theor. Comput. Sci., 2016

A FWCL-based method for visual vocabulary formation.
Multim. Tools Appl., 2016

A relevant subspace based contextual outlier mining algorithm.
Knowl. Based Syst., 2016

Miner*: A Weighted Distance Sum based Outlier Mining System of Star Spectrum Data.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

Thermal Modeling and Management of Storage Systems in Data Centers.
Proceedings of the Handbook on Data Centers, 2015

The g-Good-Neighbor Conditional Diagnosability of k-Ary n-Cubes under the PMC Modeland MM* Model.
IEEE Trans. Parallel Distributed Syst., 2015

TERN: A Self-Adjusting Thermal Model for Dynamic Resource Provisioning in Data Centers.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

An outlier mining algorithm based on constrained concept lattice.
Int. J. Syst. Sci., 2014

TOPS: Two-phase scheduling for distributed real-time systems.
Proceedings of the IEEE Computers, 2014

Interrelation analysis of celestial spectra data using constrained frequent pattern trees.
Knowl. Based Syst., 2013

TIGER: Thermal-aware file assignment in storage clusters.
Proceedings of the IEEE 29th Symposium on Mass Storage Systems and Technologies, 2013

A completeness analysis of frequent weighted concept lattices and their algebraic properties.
Data Knowl. Eng., 2012

A soft partition discretization algorithm based on fuzzy clustering.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

An outlier mining algorithm based on local weighted k-density.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

A Star Spectrum Outliers Mining System Based on PSO.
J. Multiple Valued Log. Soft Comput., 2010

A Constructing Method of Decision Tree and Classification Rule Extraction for Incomplete Information System.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2010

A concept lattice based outlier mining method in low-dimensional subspaces.
Pattern Recognit. Lett., 2009

Algebra System of Constrained Concept Lattice and its Completeness of Knowledge Representation.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

A Batch Constructing Method of Weighted Concept Lattice Based on Deviance Analysis.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

A Pruning Based Incremental Construction of Horizontal Partitioned Concept Lattice.
Proceedings of the Computational Intelligence, 2006