Jongmoon Baik

Orcid: 0000-0002-2546-7665

According to our database1, Jongmoon Baik authored at least 80 papers between 2000 and 2024.

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Bibliography

2024
Automated Machine Learning for Enhanced Software Reliability Growth Modeling: A Comparative Analysis with Traditional SRGMs.
Proceedings of the 24th IEEE International Conference on Software Quality, 2024

Enhancing Software Reliability Growth Modeling: A Comprehensive Analysis of Historical Datasets and Optimal Model Selections.
Proceedings of the 24th IEEE International Conference on Software Quality, 2024

2023
An effective approach to improve the performance of eCPDP (early cross-project defect prediction) via data-transformation and parameter optimization.
Softw. Qual. J., December, 2023

Pre-trained Model-based Software Defect Prediction for Edge-cloud Systems.
J. Web Eng., 2023

Exploring LLM-based Automated Repairing of Ansible Script in Edge-Cloud Infrastructures.
J. Web Eng., 2023

Just-in-Time Defect Prediction for Self-driving Software via a Deep Learning Model.
J. Web Eng., 2023

Exploring the Feasibility of ChatGPT for Improving the Quality of Ansible Scripts in Edge-Cloud Infrastructures Through Code Recommendation.
Proceedings of the Current Trends in Web Engineering, 2023

2022
HOTFUZ: Cost-effective higher-order mutation-based fault localization.
Softw. Test. Verification Reliab., 2022

GAIN-QoS: A Novel QoS Prediction Model for Edge Computing.
J. Web Eng., 2022

CodeBERT Based Software Defect Prediction for Edge-Cloud Systems.
Proceedings of the Current Trends in Web Engineering, 2022

An Empirical Analysis on Just-In-Time Defect Prediction Models for Self-driving Software Systems.
Proceedings of the Current Trends in Web Engineering, 2022

2021
Location-Based Web Service QoS Prediction via Preference Propagation to Address Cold Start Problem.
IEEE Trans. Serv. Comput., 2021

Predicting just-in-time software defects to reduce post-release quality costs in the maritime industry.
Softw. Pract. Exp., 2021

Directed Model Checking for Fast Abstract Reachability Analysis.
IEEE Access, 2021

eCPDP: Early Cross-Project Defect Prediction.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021

Heterogeneous Defect Prediction through Correlation-Based Selection of Multiple Source Projects and Ensemble Learning.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021

2017
A transfer cost-sensitive boosting approach for cross-project defect prediction.
Softw. Qual. J., 2017

2016
Pairwise testing for systems with data derived from real-valued variable inputs.
Softw. Pract. Exp., 2016

Value-cognitive boosting with a support vector machine for cross-project defect prediction.
Empir. Softw. Eng., 2016

Effective multi-objective naïve Bayes learning for cross-project defect prediction.
Appl. Soft Comput., 2016

Improving vulnerability prediction accuracy with Secure Coding Standard violation measures.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

2015
Improving software reliability prediction through multi-criteria based dynamic model selection and combination.
J. Syst. Softw., 2015

An effective approach to estimating the parameters of software reliability growth models using a real-valued genetic algorithm.
J. Syst. Softw., 2015

A Hybrid Instance Selection Using Nearest-Neighbor for Cross-Project Defect Prediction.
J. Comput. Sci. Technol., 2015

Location-Based Web Service QoS Prediction via Preference Propagation for Improving Cold Start Problem.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

2014
MND-SCEMP: an empirical study of a software cost estimation modeling process in the defense domain.
Empir. Softw. Eng., 2014

On the Long-Term Predictive Capability of Data-Driven Software Reliability Model: An Empirical Evaluation.
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering, 2014

Improving Prediction Robustness of VAB-SVM for Cross-Project Defect Prediction.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

Service Reliability Prediction Method for Service-Oriented Multi-agent System.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2013
Validating Software Reliability Early through Statistical Model Checking.
IEEE Softw., 2013

A Comparative Analysis of Reliability Assessment Methods for Web-Based Software.
Int. J. Softw. Innov., 2013

Improvement of Software Reliability Estimation Accuracy with Consideration of Failure Removal Effort.
Int. J. Networked Distributed Comput., 2013

2012
Guest Editorial: Special section on software reliability and security.
Inf. Softw. Technol., 2012

Model Based Estimation and Tracking Method for Agile Software Project.
Int. J. Hum. Cap. Inf. Technol. Prof., 2012

A Framework for Measuring and Managing Value Achievement in Business Processes.
IEICE Trans. Inf. Syst., 2012

An Embedded Software Reliability Model with Consideration of Hardware Related Software Failures.
Proceedings of the Sixth International Conference on Software Security and Reliability, 2012

Designing an Architecture of SNS Platform by Applying a Product Line Engineering Approach.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

An Integrated Software Management Tool for Adopting Software Product Lines.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

An Effective Approach to Identifying Optimal Software Reliability Allocation with Consideration of Multiple Constraints.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011
A UML Model Based White Box Reliability Prediction to Identify Unreliable Components.
Proceedings of the Fifth International Conference on Secure Software Integration and Reliability Improvement, 2011

Software Reliability Prediction for Open Source Software Adoption Systems Based on Early Lifecycle Measurements.
Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, 2011

2010
Adaptive Practice on Software Reliability Based on IEEE Std. 1633 in Frequent Requirement Modifications.
Proceedings of the Computer and Information Science 2010 [outstanding papers from the 9th ACIS/IEEE International Conference on Computer and Information Science, 2010

A QOS Enhanced Framework and Trust Model for Effective Web Services Selection.
J. Web Eng., 2010

A verification method for web service composition based on discrete event system modeling and simulation.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

An effective fault aware test case prioritization by incorporating a fault localization technique.
Proceedings of the International Symposium on Empirical Software Engineering and Measurement, 2010

KAIST-CMU MSE Program - The Past and the Future.
Proceedings of the Proceedings 23rd IEEE Conference on Software Engineering Education and Training, 2010

Transformation Rules for Synthesis of UML Activity Diagram from Scenario-Based Specification.
Proceedings of the 34th Annual IEEE International Computer Software and Applications Conference, 2010

An Approach to Defining a Value-Based Software Development Process.
Proceedings of the 9th IEEE/ACIS International Conference on Computer and Information Science, 2010

Model-Based Dynamic Cost Estimation and Tracking Method for Agile Software Development.
Proceedings of the 9th IEEE/ACIS International Conference on Computer and Information Science, 2010

2009
Quantitative Tradeoff Analysis of Software Architecture Using the Architecture Analysis and Design Language.
Proceedings of the 10th ACIS International Conference on Software Engineering, 2009

A Weighted Call Graph Approach for Finding Relevant Components in Source Code.
Proceedings of the 10th ACIS International Conference on Software Engineering, 2009

Software Reliability Assurance Using a Framework in Weapon System Development: A Case Study.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008
VIRE: Sailing a Blue Ocean with Value-Innovative Requirements.
IEEE Softw., 2008

Historical Value-Based Approach for Cost-Cognizant Test Case Prioritization to Improve the Effectiveness of Regression Testing.
Proceedings of the Second International Conference on Secure System Integration and Reliability Improvement, 2008

Early Reliability Prediction: An Approach to Software Reliability Assessment in Open Software Adoption Stage.
Proceedings of the Second International Conference on Secure System Integration and Reliability Improvement, 2008

QoS Protocol Verification using Petri-Net for Seamless Mobility in a Ubiquitous Environment: A Case Study.
Proceedings of the Ninth ACIS International Conference on Software Engineering, 2008

An Effective Software Reliability Analysis Framework for Weapon System Development in Defense Domain.
Proceedings of the 19th International Symposium on Software Reliability Engineering (ISSRE 2008), 2008

Automated generation of product use case scenarios in product line development.
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

A Strategic Test Process Improvement Approach Using an Ontological Description for MND-TMM.
Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science, 2008

An Efficient Approach for QoS-Aware Service Selection Based on a Tree-Based Algorithm.
Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science, 2008

A Value-Added Predictive Defect Type Distribution Model Based on Project Characteristics.
Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science, 2008

Quantitative Process Improvement in XP Using Six Sigma Tools.
Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science, 2008

2007
A priori ordering protocols to support consensus-building in multiple stakeholder contexts.
Inf. Sci., 2007

A Lightweight value-based Software Architecture Evaluation.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Test Cases Generation from UML Activity Diagrams.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

A Framework for the Use of Six Sigma Tools in PSP/TSP.
Proceedings of the 5th ACIS International Conference on Software Engineering Research, 2007

A Case Study: CRM Adoption Success Factor Analysis and Six Sigma DMAIC Application.
Proceedings of the 5th ACIS International Conference on Software Engineering Research, 2007

Jasmine: A PSP Supporting Tool.
Proceedings of the Software Process Dynamics and Agility, 2007

Software Quality Assurance in XP and Spiral - A Comparative Study.
Proceedings of the Selected Papers of the Fifth International Conference on, 2007

A Six Sigma Framework for Software Process Improvements and its Implementation.
Proceedings of the 14th Asia-Pacific Software Engineering Conference (APSEC 2007), 2007

Evolution of Broadband Network Management System Using an AOP.
Proceedings of the Managing Next Generation Networks and Services, 2007

2006
An Abstraction Mechanism of Component Constraints in Dynamic Software Architecture.
Int. Trans. Syst. Sci. Appl., 2006

A quality-based cost estimation model for the product line life cycle.
Commun. ACM, 2006

Monitoring and Improving the Quality of ODC Data using the "ODC Harmony Matrices": A Case Study.
Proceedings of the Fourth International Conference on Software Engineering, 2006

Six Sigma Approach in Software Quality Improvement.
Proceedings of the Fourth International Conference on Software Engineering, 2006

Generating Test Cases for Web Services Using Extended Finite State Machine.
Proceedings of the Testing of Communicating Systems, 2006

A Study on the Application of Six Sigma Tools to PSP/TSP for Process Improvement.
Proceedings of the 5th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006) and 1st IEEE/ACIS International Workshop on Component-Based Software Engineering, 2006

2002
Disaggregating and Calibrating the CASE Tool Variable in COCOMO II.
IEEE Trans. Software Eng., 2002

2001
Empirical Software Simulation for COTS Glue Code Development and Integration.
Proceedings of the 25th International Computer Software and Applications Conference (COMPSAC 2001), 2001

2000
Empirical analysis of CASE tool effects on software development effort.
ACIS Int. J. Comput. Inf. Sci., 2000


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