Bora Caglayan

According to our database, Bora Caglayan authored at least 37 papers between 2009 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

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

Boriana Rukanova, Yao-Hua Tan, Micha Slegt, Marcel Molenhuis, Ben van Rijnsoever, Jonathan Migeotte, Mathieu L. M. Labare, Krunoslav Plecko, Bora Caglayan, Gavin Shorten, Otis van der Meij, Suzanne Post

Gov. Inf. Q., 2021

2019

Competition-Based Crowdsourcing Software Development: A Multi-Method Study from a Customer Perspective.

Klaas-Jan Stol, Bora Caglayan, Brian Fitzgerald

IEEE Trans. Software Eng., 2019

Value of Big Data Analytics for Customs Supervision in e-Commerce.

Boriana Rukanova, Yao-Hua Tan, Micha Slegt, Marcel Molenhuis, Ben van Rijnsoever, Krunoslav Plecko, Bora Caglayan, Gavin Shorten

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.

Konstantinos Loupos, Bora Caglayan, Alexandros Papageorgiou, Basile Starynkevitch, Franck Védrine, Christos Skoufis, Stelios Christofi, Bill Karakostas, Antonis Mygiakis, George Theofilis, Andrea Chiappetta, Harris Avgoustidis, George Boulougouris

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.

Shirin Akbarinasaji, Bora Caglayan, Ayse Bener

J. Syst. Softw., 2018

The relationship between evolutionary coupling and defects in large industrial software (journal-first abstract).

Serkan Kirbas, Bora Caglayan, Tracy Hall, Steve Counsell, David Bowes, Alper Sen, Ayse Bener

Proceedings of the 25th International Conference on Software Analysis, 2018

ST-DenNetFus: A New Deep Learning Approach for Network Demand Prediction.

Haytham Assem, Bora Caglayan, Teodora Sandra Buda, Declan O'Sullivan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

DeepAD: A Generic Framework Based on Deep Learning for Time Series Anomaly Detection.

Teodora Sandra Buda, Bora Caglayan, Haytham Assem

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2017

The relationship between evolutionary coupling and defects in large industrial software.

Serkan Kirbas, Bora Caglayan, Tracy Hall, Steve Counsell, David Bowes, Alper Sen, Ayse Bener

J. Softw. Evol. Process., 2017

2016

Effect of developer collaboration activity on software quality in two large scale projects.

Bora Çaglayan, Ayse Basar Bener

J. Syst. Softw., 2016

Software Analytics in Practice: A Defect Prediction Model Using Code Smells.

Behjat Soltanifar, Shirin Akbarinasaji, Bora Caglayan, Ayse Basar Bener, Asli Filiz, Bryan M. Kramer

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

A metric suite proposal for logical dependency.

Shirin Akbarinasaji, Behjat Soltanifar, Bora Çaglayan, Ayse Basar Bener, Andriy V. Miranskyy, Asli Filiz, Bryan M. Kramer, Ayse Tosun

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.

Mayy Habayeb, Behjat Soltanifar, Bora Caglayan, Ayse Basar Bener

Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016

A success story in applying data science in practice.

Ayse Bener, Burak Turhan, Ayse Tosun, Bora Caglayan, Ekrem Kocaguneli

Proceedings of the Perspectives on Data Science for Software Engineering, 2016

2015

Predicting defective modules in different test phases.

Bora Caglayan, Ayse Tosun Misirli, Ayse Basar Bener, Andriy V. Miranskyy

Softw. Qual. J., 2015

Collaborations and Code Reviews.

Jeffrey C. Carver, Bora Çaglayan, Mayy Habayeb, Birgit Penzenstadler, Aiko Yamashita

IEEE Softw., 2015

Merits of Organizational Metrics in Defect Prediction: An Industrial Replication.

Bora Caglayan, Burak Turhan, Ayse Basar Bener, Mayy Habayeb, Andriy V. Miranskyy, Enzo Cialini

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Lessons Learned from Software Analytics in Practice.

Ayse Bener, Ayse Tosun Misirli, Bora Caglayan, Ekrem Kocaguneli, Gul Calikli

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)

Bora Çaglayan

PhD thesis, 2014

Değişiklik Bağlaşımı ve Yazılım Hataları İlişkisinin İncelenmesi.

Serkan Kirbas, Alper Sen, Bora Çaglayan, Ayse Bener

Proceedings of the 8th Turkish National Software Engineering Symposium, 2014

Factors affecting team evolution during software projects.

Bora Çaglayan, Ayse Basar Bener, Andriy V. Miranskyy

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.

Andriy V. Miranskyy, Bora Caglayan, Ayse Bener, Enzo Cialini

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.

Serkan Kirbas, Alper Sen, Bora Caglayan, Ayse Bener, Rasim Mahmutogullari

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.

Parisa Lak, Bora Çaglayan, Ayse Basar Bener

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.

Ayse Tosun Misirli, Ayse Bener, Bora Çaglayan, Gül Çalikli, Burak Turhan

Proceedings of the Recommendation Systems in Software Engineering, 2014

2013

A Retrospective Study of Software Analytics Projects: In-Depth Interviews with Practitioners.

Ayse Tosun Misirli, Bora Caglayan, Ayse Bener, Burak Turhan

IEEE Softw., 2013

Emergence of developer teams in the collaboration network.

Bora Caglayan, Ayse Basar Bener, Andriy V. Miranskyy

Proceedings of the 6th International Workshop on Cooperative and Human Aspects of Software Engineering, 2013

2012

Issue ownership activity in two large software projects.

Bora Caglayan, Ayse Bener

ACM SIGSOFT Softw. Eng. Notes, 2012

Dione: an integrated measurement and defect prediction solution.

Bora Caglayan, Ayse Tosun Misirli, Gul Calikli, Ayse Bener, Turgay Aytac, Burak Turhan

Proceedings of the 20th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-20), 2012

Factors characterizing reopened issues: a case study.

Bora Caglayan, Ayse Tosun Misirli, Andriy V. Miranskyy, Burak Turhan, Ayse Bener

Proceedings of the 8th International Conference on Predictive Models in Software Engineering, 2012

Modeling Human Aspects to Enhance Software Quality Management.

Gul Calikli, Ayse Bener, Bora Caglayan, Ayse Tosun Misirli

Proceedings of the International Conference on Information Systems, 2012

2011

Defect prediction using social network analysis on issue repositories.

Serdar Biçer, Ayse Basar Bener, Bora Çaglayan

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.

Ayse Tosun Misirli, Bora Çaglayan, Andriy V. Miranskyy, Ayse Bener, Nuzio Ruffolo

Proceedings of the 2nd International Workshop on Emerging Trends in Software Metrics, 2011

Experiences on Developer Participation and Effort Estimation.

Ekrem Kocaguneli, Ayse Tosun Misirli, Bora Caglayan, Ayse Basar Bener

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.

Salifu Alhassan, Bora Caglayan, Ayse Basar Bener

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.

Bora Caglayan, Ayse Tosun, Andriy V. Miranskyy, Ayse Basar Bener, Nuzio Ruffolo

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.

Ekrem Kocaguneli, Ayse Tosun, Ayse Basar Bener, Burak Turhan, Bora Caglayan

Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009