Jianfeng Chen

Works (9)

Updated: April 11th, 2023 10:13
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2021 journal article

Characterizing Crowds to Better Optimize Worker Recommendation in Crowdsourced Testing

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 47(6), 1259–1276.

By: J. Wang*, S. Wang*, J. Chen, T. Menzies, Q. Cui*, M. Xie *, Q. Wang*

author keywords: Crowdsourced testing; crowd worker recommendation; multi-objective optimization
Source: Web Of Science
Added: June 28, 2021

2021 journal article

How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization)

EMPIRICAL SOFTWARE ENGINEERING, 26(3).

By: R. Shu, T. Xia, J. Chen, L. Williams & T. Menzies

author keywords: Hyperparameter Optimization; Data pre-processing; Security bug report
Source: Web Of Science
Added: May 3, 2021

2021 journal article

Learning to recognize actionable static code warnings (is intrinsically easy)

EMPIRICAL SOFTWARE ENGINEERING, 26(3).

By: X. Yang, J. Chen, R. Yedida , Z. Yu n & T. Menzies

author keywords: Static code analysis; Actionable warnings; Deep learning; Linear SVM; Intrinsic dimensionality
Sources: Web Of Science, ORCID
Added: May 17, 2021

2019 journal article

"Sampling" as a Baseline Optimizer for Search-Based Software Engineering

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 45(6), 597–614.

By: J. Chen, V. Nair, R. Krishna  n & T. Menzies

author keywords: Search-based SE; sampling; evolutionary algorithms
Source: Web Of Science
Added: July 1, 2019

2019 article

Predicting Breakdowns in Cloud Services (with SPIKE)

ESEC/FSE'2019: PROCEEDINGS OF THE 2019 27TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, pp. 916–924.

By: J. Chen, J. Chakraborty, P. Clark*, K. Haverlock*, S. Cherian* & T. Menzies

author keywords: Cloud; optimization; data mining; parameter tuning
Source: Web Of Science
Added: October 7, 2019

2018 journal article

Beyond evolutionary algorithms for search-based software engineering

INFORMATION AND SOFTWARE TECHNOLOGY, 95, 281–294.

By: J. Chen, V. Nair & T. Menzies

Source: Web Of Science
Added: August 6, 2018

2018 article

Data-Driven Search-based Software Engineering

2018 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR), pp. 341–352.

By: V. Nair, A. Agrawal, J. Chen, W. Fu, G. Mathew n, T. Menzies, L. Minku*, M. Wagner*, Z. Yu 

Sources: Web Of Science, ORCID
Added: March 4, 2019

2018 article

RIOT: a Stochastic-based Method for Workflow Scheduling in the Cloud

PROCEEDINGS 2018 IEEE 11TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD), pp. 318–325.

By: J. Chen & T. Menzies

author keywords: cloud computing; workflow scheduling; multiobjective optimization
Source: Web Of Science
Added: January 21, 2019

2016 article

An (Accidental) Exploration of Alternatives to Evolutionary Algorithms for SBSE

SEARCH BASED SOFTWARE ENGINEERING, SSBSE 2016, Vol. 9962, pp. 96–111.

By: V. Nair, T. Menzies & J. Chen

author keywords: Search-based SE; Sampling; Evolutionary algorithms
Source: Web Of Science
Added: August 6, 2018