Bora Caglayan

Orcid: 0000-0002-8491-4453

According to our database1, Bora Caglayan authored at least 38 papers between 2009 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Shrec: a Sre Behaviour Knowledge Graph Model for Shell Command Recommendations.
Proceedings of the IEEE International Conference on Software Analysis, 2024

2021
Identifying the value of data analytics in the context of government supervision: <i>Insights from the customs domain</i>.
Gov. Inf. Q., 2021

2019
Competition-Based Crowdsourcing Software Development: A Multi-Method Study from a Customer Perspective.
IEEE Trans. Software Eng., 2019

Value of Big Data Analytics for Customs Supervision in e-Commerce.
Proceedings of the Electronic Government - 18th IFIP WG 8.5 International Conference, 2019

Cognition Enabled IoT Platform for Industrial IoT Safety, Security and Privacy - The CHARIOT Project.
Proceedings of the 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2019

2018
Predicting bug-fixing time: A replication study using an open source software project.
J. Syst. Softw., 2018

The relationship between evolutionary coupling and defects in large industrial software (journal-first abstract).
Proceedings of the 25th International Conference on Software Analysis, 2018

ST-DenNetFus: A New Deep Learning Approach for Network Demand Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

DeepAD: A Generic Framework Based on Deep Learning for Time Series Anomaly Detection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2017
The relationship between evolutionary coupling and defects in large industrial software.
J. Softw. Evol. Process., 2017

2016
Effect of developer collaboration activity on software quality in two large scale projects.
J. Syst. Softw., 2016

Software Analytics in Practice: A Defect Prediction Model Using Code Smells.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

A metric suite proposal for logical dependency.
Proceedings of the 7th International Workshop on Emerging Trends in Software Metrics, 2016

A Novel Point of Interest (POI) Location Based Recommender System Utilizing User Location and Web Interactions.
Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016

A success story in applying data science in practice.
Proceedings of the Perspectives on Data Science for Software Engineering, 2016

2015
Predicting defective modules in different test phases.
Softw. Qual. J., 2015

Collaborations and Code Reviews.
IEEE Softw., 2015

Merits of Organizational Metrics in Defect Prediction: An Industrial Replication.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Lessons Learned from Software Analytics in Practice.
Proceedings of the Art and Science of Analyzing Software Data, 2015

2014
An issue recommender model using the developer collaboration network (Yazılım geliştirici ortak çalışma ağı kullanan hata raporu öneri modeli)
PhD thesis, 2014

Değişiklik Bağlaşımı ve Yazılım Hataları İlişkisinin İncelenmesi.
Proceedings of the 8th Turkish National Software Engineering Symposium, 2014

Factors affecting team evolution during software projects.
Proceedings of the 7th International Workshop on Cooperative and Human Aspects of Software Engineering, 2014

Effect of temporal collaboration network, maintenance activity, and experience on defect exposure.
Proceedings of the 2014 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2014

The effect of evolutionary coupling on software defects: an industrial case study on a legacy system.
Proceedings of the 2014 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2014

The Impact of Basic Matrix Factorization Refinements on Recommendation Accuracy.
Proceedings of the 1st IEEE/ACM International Symposium on Big Data Computing, 2014

Field Studies - A Methodology for Construction and Evaluation of Recommendation Systems in Software Engineering.
Proceedings of the Recommendation Systems in Software Engineering, 2014

2013
A Retrospective Study of Software Analytics Projects: In-Depth Interviews with Practitioners.
IEEE Softw., 2013

Emergence of developer teams in the collaboration network.
Proceedings of the 6th International Workshop on Cooperative and Human Aspects of Software Engineering, 2013

2012
Issue ownership activity in two large software projects.
ACM SIGSOFT Softw. Eng. Notes, 2012

Dione: an integrated measurement and defect prediction solution.
Proceedings of the 20th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-20), 2012

Factors characterizing reopened issues: a case study.
Proceedings of the 8th International Conference on Predictive Models in Software Engineering, 2012

Modeling Human Aspects to Enhance Software Quality Management.
Proceedings of the International Conference on Information Systems, 2012

2011
Defect prediction using social network analysis on issue repositories.
Proceedings of the International Conference on Software and Systems Process, 2011

Different strokes for different folks: a case study on software metrics for different defect categories.
Proceedings of the 2nd International Workshop on Emerging Trends in Software Metrics, 2011

Experiences on Developer Participation and Effort Estimation.
Proceedings of the 37th EUROMICRO Conference on Software Engineering and Advanced Applications, SEAA 2011, Oulu, Finland, August 30, 2011

2010
Do More People Make the Code More Defect Prone?: Social Network Analysis in OSS Projects.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

Usage of multiple prediction models based on defect categories.
Proceedings of the 6th International Conference on Predictive Models in Software Engineering, 2010

2009
Prest: An Intelligent Software Metrics Extraction, Analysis and Defect Prediction Tool.
Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009


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