Jongmoon Baik

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 23

Top Topics

Support Vector Machine

Cold Start Problem

Parameter Optimization

Top Venues

Softw. Qual. J.

Empir. Softw. Eng.

Publications

Sunjae Kwon, Sungu Lee, Duksan Ryu, Jongmoon Baik
Pre-trained Model-based Software Defect Prediction for Edge-cloud Systems. J. Web Eng. 22 (2) (2023)
Sunjae Kwon, Duksan Ryu, Jongmoon Baik
An effective approach to improve the performance of eCPDP (early cross-project defect prediction) via data-transformation and parameter optimization. Softw. Qual. J. 31 (4) (2023)
Sunjae Kwon, Sungu Lee, Taehyoun Kim, Duksan Ryu, Jongmoon Baik
Exploring LLM-based Automated Repairing of Ansible Script in Edge-Cloud Infrastructures. J. Web Eng. 22 (6) (2023)
Sunjae Kwon, Sungu Lee, Taehyoun Kim, Duksan Ryu, Jongmoon Baik
Exploring the Feasibility of ChatGPT for Improving the Quality of Ansible Scripts in Edge-Cloud Infrastructures Through Code Recommendation. ICWE Workshops (2023)
Jiwon Choi, Taeyoung Kim, Duksan Ryu, Jongmoon Baik, Suntae Kim
Just-in-Time Defect Prediction for Self-driving Software via a Deep Learning Model. J. Web Eng. 22 (2) (2023)
Jong-In Jang, Duksan Ryu, Jongmoon Baik
HOTFUZ: Cost-effective higher-order mutation-based fault localization. Softw. Test. Verification Reliab. 32 (8) (2022)
Sunjae Kwon, Jong-In Jang, Sungu Lee, Duksan Ryu, Jongmoon Baik
CodeBERT Based Software Defect Prediction for Edge-Cloud Systems. ICWE Workshops (2022)
Jiwon Choi, Saranya Manikandan, Duksan Ryu, Jongmoon Baik
An Empirical Analysis on Just-In-Time Defect Prediction Models for Self-driving Software Systems. ICWE Workshops (2022)
Jiwon Choi, Jaewook Lee, Duksan Ryu, Suntae Kim, Jongmoon Baik
GAIN-QoS: A Novel QoS Prediction Model for Edge Computing. J. Web Eng. 21 (1) (2022)
Nakwon Lee, Yunho Kim, Moonzoo Kim, Duksan Ryu, Jongmoon Baik
Directed Model Checking for Fast Abstract Reachability Analysis. IEEE Access 9 (2021)
Sunjae Kwon, Duksan Ryu, Jongmoon Baik
eCPDP: Early Cross-Project Defect Prediction. QRS (2021)
Eunseob Kim, Jongmoon Baik, Duksan Ryu
Heterogeneous Defect Prediction through Correlation-Based Selection of Multiple Source Projects and Ensemble Learning. QRS (2021)
Duksan Ryu, Kwangkyu Lee, Jongmoon Baik
Location-Based Web Service QoS Prediction via Preference Propagation to Address Cold Start Problem. IEEE Trans. Serv. Comput. 14 (3) (2021)
Jonggu Kang, Duksan Ryu, Jongmoon Baik
Predicting just-in-time software defects to reduce post-release quality costs in the maritime industry. Softw. Pract. Exp. 51 (4) (2021)
Duksan Ryu, Jong-In Jang, Jongmoon Baik
A transfer cost-sensitive boosting approach for cross-project defect prediction. Softw. Qual. J. 25 (1) (2017)
Duksan Ryu, Jongmoon Baik
Effective multi-objective naïve Bayes learning for cross-project defect prediction. Appl. Soft Comput. 49 (2016)
Joonseok Yang, Duksan Ryu, Jongmoon Baik
Improving vulnerability prediction accuracy with Secure Coding Standard violation measures. BigComp (2016)
Kyungmin Go, Sungwon Kang, Jongmoon Baik, Myungchul Kim
Pairwise testing for systems with data derived from real-valued variable inputs. Softw. Pract. Exp. 46 (3) (2016)
Duksan Ryu, Okjoo Choi, Jongmoon Baik
Value-cognitive boosting with a support vector machine for cross-project defect prediction. Empir. Softw. Eng. 21 (1) (2016)
Duksan Ryu, Jong-In Jang, Jongmoon Baik
A Hybrid Instance Selection Using Nearest-Neighbor for Cross-Project Defect Prediction. J. Comput. Sci. Technol. 30 (5) (2015)
Taehyoun Kim, Kwangkyu Lee, Jongmoon Baik
An effective approach to estimating the parameters of software reliability growth models using a real-valued genetic algorithm. J. Syst. Softw. 102 (2015)
Kwangkyu Lee, Jinhee Park, Jongmoon Baik
Location-Based Web Service QoS Prediction via Preference Propagation for Improving Cold Start Problem. ICWS (2015)
Jinhee Park, Jongmoon Baik
Improving software reliability prediction through multi-criteria based dynamic model selection and combination. J. Syst. Softw. 101 (2015)
Jinhee Park, Nakwon Lee, Jongmoon Baik
On the Long-Term Predictive Capability of Data-Driven Software Reliability Model: An Empirical Evaluation. ISSRE (2014)
Kwangkyu Lee, Okjoo Choi, Jongmoon Baik
Service Reliability Prediction Method for Service-Oriented Multi-agent System. CSE (2014)
Duksan Ryu, Okjoo Choi, Jongmoon Baik
Improving Prediction Robustness of VAB-SVM for Cross-Project Defect Prediction. CSE (2014)
Taeho Lee, Taewan Gu, Jongmoon Baik
MND-SCEMP: an empirical study of a software cost estimation modeling process in the defense domain. Empir. Softw. Eng. 19 (1) (2014)
Young Joo Kim, Okjoo Choi, Moonzoo Kim, Jongmoon Baik, Tai-Hyo Kim
Validating Software Reliability Early through Statistical Model Checking. IEEE Softw. 30 (3) (2013)
Jinhee Park, Yeong-Seok Seo, Jongmoon Baik
A Comparative Analysis of Reliability Assessment Methods for Web-Based Software. Int. J. Softw. Innov. 1 (4) (2013)
Jinhee Park, Yeong-Seok Seo, Jongmoon Baik
A Comparative Analysis of Reliability Assessment Methods for Web-based Software. Int. J. Softw. Innov. 1 (3) (2013)
Myungmuk Kang, Okjoo Choi, Ju-Hwan Shin, Jongmoon Baik
Improvement of Software Reliability Estimation Accuracy with Consideration of Failure Removal Effort. Int. J. Networked Distributed Comput. 1 (1) (2013)
Sungwon Kang, Jihyun Lee, Danhyung Lee, Jongmoon Baik
A Framework for Measuring and Managing Value Achievement in Business Processes. IEICE Trans. Inf. Syst. (10) (2012)
Gookhyun Kim, Jinhee Park, Jongmoon Baik
An Effective Approach to Identifying Optimal Software Reliability Allocation with Consideration of Multiple Constraints. ACIS-ICIS (2012)
Jongmoon Baik, Fabio Massacci, Mohammad Zulkernine
Guest Editorial: Special section on software reliability and security. Inf. Softw. Technol. 54 (12) (2012)
Kibum Park, Duksan Ryu, Jongmoon Baik
An Integrated Software Management Tool for Adopting Software Product Lines. ACIS-ICIS (2012)
Duksan Ryu, Dan Lee, Jongmoon Baik
Designing an Architecture of SNS Platform by Applying a Product Line Engineering Approach. ACIS-ICIS (2012)
Jinhee Park, Hyeon-Jeong Kim, Ju-Hwan Shin, Jongmoon Baik
An Embedded Software Reliability Model with Consideration of Hardware Related Software Failures. SERE (2012)
Sungjoo Kang, Okjoo Choi, Jongmoon Baik
Model Based Estimation and Tracking Method for Agile Software Project. Int. J. Hum. Cap. Inf. Technol. Prof. 3 (2) (2012)
Daeeui Hong, Taewan Gu, Jongmoon Baik
A UML Model Based White Box Reliability Prediction to Identify Unreliable Components. SSIRI (Companion) (2011)
Wangbong Lee, Joon Kyung Lee, Jongmoon Baik
Software Reliability Prediction for Open Source Software Adoption Systems Based on Early Lifecycle Measurements. COMPSAC (2011)
Zhedan Pan, Jongmoon Baik
A QOS Enhanced Framework and Trust Model for Effective Web Services Selection. J. Web Eng. 9 (2) (2010)
Sejun Kim, Jongmoon Baik
An effective fault aware test case prioritization by incorporating a fault localization technique. ESEM (2010)
Zhedan Pan, Jongmoon Baik
A QOS Enhanced Framework and Trust Model for Effective Web Services Selection. J. Web Eng. 9 (4) (2010)
Sungwon Kang, Hyunho Kim, Jongmoon Baik, Ho-Jin Choi, ChangSup Keum
Transformation Rules for Synthesis of UML Activity Diagram from Scenario-Based Specification. COMPSAC (2010)
Sungjoo Kang, Okjoo Choi, Jongmoon Baik
Model-Based Dynamic Cost Estimation and Tracking Method for Agile Software Development. ACIS-ICIS (2010)
Atabek Murtazaev, Sungwon Kang, Jongmoon Baik, Jihyun Lee
An Approach to Defining a Value-Based Software Development Process. ACIS-ICIS (2010)
Sungwon Kang, In-Young Ko, Jongmoon Baik, Ho-Jin Choi, Danhyung Lee
KAIST-CMU MSE Program - The Past and the Future. CSEE&T (2010)
Seong Yong Lim, Jongmoon Baik, Ho-Jin Choi, Danhyung Lee
A verification method for web service composition based on discrete event system modeling and simulation. SpringSim (2010)
Danhyung Lee, Jongmoon Baik, In-Young Ko
Quantitative Tradeoff Analysis of Software Architecture Using the Architecture Analysis and Design Language. SNPD (2009)
Shin-Young Ahn, Sungwon Kang, Jongmoon Baik, Ho-Jin Choi
A Weighted Call Graph Approach for Finding Relevant Components in Source Code. SNPD (2009)
Dalju Lee, Jongmoon Baik, Ju-Hwan Shin
Software Reliability Assurance Using a Framework in Weapon System Development: A Case Study. ACIS-ICIS (2009)
Hoyeon Ryu, Dong-Kuk Ryu, Jongmoon Baik
A Strategic Test Process Improvement Approach Using an Ontological Description for MND-TMM. ACIS-ICIS (2008)
Minhyuk Oh, Jongmoon Baik, Sungwon Kang, Ho-Jin Choi
An Efficient Approach for QoS-Aware Service Selection Based on a Tree-Based Algorithm. ACIS-ICIS (2008)
Wangbong Lee, Boo-Geum Jung, Jongmoon Baik
Early Reliability Prediction: An Approach to Software Reliability Assessment in Open Software Adoption Stage. SSIRI (2008)
Sangsoo Kim, Hoh Peter In, Jongmoon Baik, Rick Kazman, Kwangsin Han
VIRE: Sailing a Blue Ocean with Value-Innovative Requirements. IEEE Softw. 25 (1) (2008)
Dalju Lee, Jongmoon Baik
QoS Protocol Verification using Petri-Net for Seamless Mobility in a Ubiquitous Environment: A Case Study. SNPD (2008)
Woo-seok Choi, Sungwon Kang, Ho-Jin Choi, Jongmoon Baik
Automated generation of product use case scenarios in product line development. CIT (2008)
Hyuncheol Park, Hoyeon Ryu, Jongmoon Baik
Historical Value-Based Approach for Cost-Cognizant Test Case Prioritization to Improve the Effectiveness of Regression Testing. SSIRI (2008)
Youngki Hong, Jongmoon Baik, In-Young Ko, Ho-Jin Choi
A Value-Added Predictive Defect Type Distribution Model Based on Project Characteristics. ACIS-ICIS (2008)
Dalju Lee, Jongmoon Baik, Hoyeon Ryu, Ju-Hwan Shin
An Effective Software Reliability Analysis Framework for Weapon System Development in Defense Domain. ISSRE (2008)
Sajid Ibrahim Hashmi, Jongmoon Baik
Quantitative Process Improvement in XP Using Six Sigma Tools. ACIS-ICIS (2008)
Danhyung Lee, Kwang Chun Lee, Sungwon Kang, Jongmoon Baik
A priori ordering protocols to support consensus-building in multiple stakeholder contexts. Inf. Sci. 177 (15) (2007)
Hyungchoul Kim, Sungwon Kang, Jongmoon Baik, In-Young Ko
Test Cases Generation from UML Activity Diagrams. SNPD (3) (2007)
Hyunil Shin, Ho-Jin Choi, Jongmoon Baik
Jasmine: A PSP Supporting Tool. ICSP (2007)
Eunyoung Cho, Ho-Jin Choi, Jongmoon Baik, In-Young Ko, Kwangjoon Kim
Evolution of Broadband Network Management System Using an AOP. APNOMS (2007)
Chang-Ki Kim, Danhyung Lee, In-Young Ko, Jongmoon Baik
A Lightweight value-based Software Architecture Evaluation. SNPD (2) (2007)
Zhedan Pan, Hyuncheol Park, Jongmoon Baik, Ho-Jin Choi
A Six Sigma Framework for Software Process Improvements and its Implementation. APSEC (2007)
Youngkyu Park, Ho-Jin Choi, Jongmoon Baik
A Framework for the Use of Six Sigma Tools in PSP/TSP. SERA (2007)
Zhedan Pan, Hoyeon Ryu, Jongmoon Baik
A Case Study: CRM Adoption Success Factor Analysis and Six Sigma DMAIC Application. SERA (2007)
Sajid Ibrahim Hashmi, Jongmoon Baik
Software Quality Assurance in XP and Spiral - A Comparative Study. ICCSA Workshops (2007)
Jeong Wook Bang, In-Young Ko, Jongmoon Baik, Ho-Jin Choi
An Abstraction Mechanism of Component Constraints in Dynamic Software Architecture. Int. Trans. Syst. Sci. Appl. 1 (2) (2006)
Hoh Peter In, Jongmoon Baik, Sangsoo Kim, Ye Yang, Barry W. Boehm
A quality-based cost estimation model for the product line life cycle. Commun. ACM 49 (12) (2006)
Nirav Saraiya, Jason E. Lohner, Jongmoon Baik
Monitoring and Improving the Quality of ODC Data using the "ODC Harmony Matrices": A Case Study. SERA (2006)
Youngkyu Park, Hyuncheol Park, Ho-Jin Choi, Jongmoon Baik
A Study on the Application of Six Sigma Tools to PSP/TSP for Process Improvement. ACIS-ICIS (2006)
ChangSup Keum, Sungwon Kang, In-Young Ko, Jongmoon Baik, Young-Il Choi
Generating Test Cases for Web Services Using Extended Finite State Machine. TestCom (2006)
Cvetan Redzic, Jongmoon Baik
Six Sigma Approach in Software Quality Improvement. SERA (2006)
Jongmoon Baik, Barry W. Boehm, Bert Steece
Disaggregating and Calibrating the CASE Tool Variable in COCOMO II. IEEE Trans. Software Eng. 28 (11) (2002)
Jongmoon Baik, Nancy S. Eickelmann, Chris Abts
Empirical Software Simulation for COTS Glue Code Development and Integration. COMPSAC (2001)
Jongmoon Baik, Barry W. Boehm
Empirical analysis of CASE tool effects on software development effort. ACIS Int. J. Comput. Inf. Sci. 1 (1) (2000)