Ayse Basar Bener

According to our database, Ayse Basar Bener authored at least 216 papers between 2003 and 2023.

Collaborative distances:

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

2023

A Metrics Suite for Measuring Indirect Coupling Complexity.

José Navas-Sú, Antonio González Torres, Marco Hernandez-Vasquez, Jennier Solano-Cordero, Franklin Hernandez-Castro, Ayse Bener

Program. Comput. Softw., December, 2023

ADPTriage: Approximate Dynamic Programming for Bug Triage.

Hadi Jahanshahi, Mucahit Cevik, Kianoush Mousavi, Ayse Basar

IEEE Trans. Software Eng., October, 2023

Improved α-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning.

Sanaz Mohammad Jafari, Mucahit Cevik, Ayse Basar

Appl. Intell., September, 2023

Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation.

Mucahit Cevik, Can Kavaklioglu, Fahad Razak, Amol A. Verma, Ayse Basar

CoRR, 2023

Prediction of the 2023 Turkish Presidential Election Results Using Social Media Data.

Aysun Bozanta, Fuad Bayrak, Ayse Basar

CoRR, 2023

Transfer learning for conflict and duplicate detection in software requirement pairs.

Garima Malik, Savas Yildirim, Mucahit Cevik, Ayse Bener, Devang Parikh

CoRR, 2023

Adaptive Fine-tuning for Multiclass Classification over Software Requirement Data.

Savas Yildirim, Mucahit Cevik, Devang Parikh, Ayse Basar

CoRR, 2023

VARGAN: variance enforcing network enhanced GAN.

Sanaz Mohammadjafari, Mucahit Cevik, Ayse Basar

Appl. Intell., 2023

Few-shot Learning Approaches to Software Requirement Quality Prediction.

Savas Yildirim, Mucahit Cevik, Ayse Basar

Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

Data Augmentation for Conflict and Duplicate Detection in Software Engineering Sentence Pairs.

Garima Malik, Mucahit Cevik, Ayse Basar

Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

Anaphoric Ambiguity Resolution in Software Requirement Texts.

Sanaz Mohammad Jafari, Savas Yildirim, Mucahit Cevik, Ayse Basar

Proceedings of the IEEE International Conference on Big Data, 2023

Identifying the Factors Influencing IPO Underpricing using Explainable Machine Learning Techniques.

Davood Pirayesh Neghab, Mucahit Cevik, Ayse Basar

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

An Empirical Study on Vagueness Detection in Privacy Policy Texts.

Garima Malik, Savas Yildirim, Mucahit Cevik, Ayse Bener

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022

An Empirical Study on Using CNNs for Fast Radio Signal Prediction.

Ozan Ozyegen, Sanaz Mohammadjafari, Mucahit Cevik, Karim El Mokhtari, Jonathan Ethier, Ayse Basar

SN Comput. Sci., 2022

A deep reinforcement learning approach for the meal delivery problem.

Hadi Jahanshahi, Aysun Bozanta, Mucahit Cevik, Eray Mert Kavuk, Ayse Tosun, Sibel B. Sonuc, Bilgin Kosucu, Ayse Basar

Knowl. Based Syst., 2022

Wayback Machine: A tool to capture the evolutionary behavior of the bug reports and their triage process in open-source software systems.

Hadi Jahanshahi, Mucahit Cevik, José Navas-Sú, Ayse Basar, Antonio González Torres

J. Syst. Softw., 2022

A replication study on implicit feedback recommender systems with application to the data visualization recommendation.

Parisa Lak, Aysun Bozanta, Can Kavaklioglu, Mucahit Cevik, Ayse Basar, Martin Petitclerc, Graham J. Wills

Expert Syst. J. Knowl. Eng., 2022

Interpretable Time Series Clustering Using Local Explanations.

Ozan Ozyegen, Nicholas Prayogo, Mucahit Cevik, Ayse Basar

CoRR, 2022

Identifying the requirement conflicts in SRS documents using transformer-based sentence embeddings.

Garima Malik, Mucahit Cevik, Devang Parikh, Ayse Basar

CoRR, 2022

Time Series Clustering for Grouping Products Based on Price and Sales Patterns.

Aysun Bozanta, Sean Berry, Mucahit Cevik, Beste Bulut, Deniz Yigit, Fahrettin F. Gonen, Ayse Basar

CoRR, 2022

Courier routing and assignment for food delivery service using reinforcement learning.

Aysun Bozanta, Mucahit Cevik, Can Kavaklioglu, Eray Mert Kavuk, Ayse Tosun, Sibel B. Sonuc, Alper Duranel, Ayse Basar

Comput. Ind. Eng., 2022

Order dispatching for an ultra-fast delivery service via deep reinforcement learning.

Eray Mert Kavuk, Ayse Tosun, Mucahit Cevik, Aysun Bozanta, Sibel B. Sonuc, Mehmetcan Tutuncu, Bilgin Kosucu, Ayse Basar

Appl. Intell., 2022

Software requirement specific entity extraction using transformer models.

Garima Malik, Mucahit Cevik, Swayami Bera, Savas Yildirim, Devang Parikh, Ayse Basar

Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2021

An empirical study on the effect of community smells on bug prediction.

Beyza Eken, Francis Palma, Ayse Basar, Ayse Tosun

Softw. Qual. J., 2021

Designing mm-wave electromagnetic engineered surfaces using generative adversarial networks.

Sanaz Mohammadjafari, Ozan Ozyegen, Mucahit Cevik, Emir Kavurmacioglu, Jonathan Ethier, Ayse Basar

Neural Comput. Appl., 2021

Sentiment Analysis of StockTwits Using Transformer Models.

Aysun Bozanta, Sabrina Angco, Mucahit Cevik, Ayse Basar

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

DABT: A Dependency-aware Bug Triaging Method.

Hadi Jahanshahi, Kritika Chhabra, Mucahit Cevik, Ayse Basar

Proceedings of the EASE 2021: Evaluation and Assessment in Software Engineering, 2021

Text classification on software requirements specifications using transformer models.

Derya Kici, Aysun Bozanta, Mucahit Cevik, Devang Parikh, Ayse Basar

Proceedings of the CASCON '21: Proceedings of the 31st Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 22, 2021

Text classification for predicting multi-level product categories.

Hadi Jahanshahi, Ozan Ozyegen, Mucahit Cevik, Beste Bulut, Deniz Yigit, Fahrettin F. Gonen, Ayse Basar

Proceedings of the CASCON '21: Proceedings of the 31st Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 22, 2021

Natural language processing for software requirement specifications.

Mucahit Cevik, Savas Yildirim, Ayse Basar

Proceedings of the CASCON '21: Proceedings of the 31st Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 22, 2021

Using ProtoPNet for Interpretable Alzheimer's Disease Classification.

Sanaz Mohammadjafari, Mucahit Cevik, Mathusan Thanabalasingam, Ayse Basar, Alzheimer's Disease Neuroimaging Initiative

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Named Entity Recognition on Software Requirements Specification Documents.

Garima Malik, Mucahit Cevik, Yusef Khedr, Devang Parikh, Ayse Basar

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

A BERT-based transfer learning approach to text classification on software requirements specifications.

Derya Kici, Garima Malik, Mucahit Cevik, Devang Parikh, Ayse Basar

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

2020

Machine Learning-Based Radio Coverage Prediction in Urban Environments.

Sanaz Mohammadjafari, Sophie Roginsky, Emir Kavurmacioglu, Mucahit Cevik, Jonathan Ethier, Ayse Basar Bener

IEEE Trans. Netw. Serv. Manag., 2020

Experimental Results on the Impact of Memory in Neural Networks for Spectrum Prediction in Land Mobile Radio Bands.

Ozan Ozyegen, Sanaz Mohammadjafari, Emir Kavurmacioglu, John Maidens, Ayse Basar Bener

IEEE Trans. Cogn. Commun. Netw., 2020

Analyzing Intracranial EEG in Pharmacoresistant Epilepsy Patients Using Hidden Markov Models and Time Series Forecasting Methods.

Ashok Bhowmick, Mucahit Cevik, Ayse Basar

SN Comput. Sci., 2020

Partially observable Markov decision process to generate policies in software defect management.

Shirin Akbarinasaji, Can Kavaklioglu, Ayse Basar, Adam Neal

J. Syst. Softw., 2020

Wayback Machine: Capturing the evolutionary behaviour of the bug dependency graph in open-source software systems.

Hadi Jahanshahi, Mucahit Cevik, José Navas-Sú, Ayse Basar, Antonio González Torres

CoRR, 2020

Deep learning approaches for fast radio signal prediction.

Ozan Ozyegen, Sanaz Mohammadjafari, Karim El Mokhtari, Mucahit Cevik, Jonathan Ethier, Ayse Basar

CoRR, 2020

Deep learning approaches to classify the relevance and sentiment of news articles to the economy.

Jingli Wang, Ashok Bhowmick, Mucahit Cevik, Ayse Basar

Proceedings of the CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10, 2020

Moving from cross-project defect prediction to heterogeneous defect prediction: a partial replication study.

Hadi Jahanshahi, Mucahit Cevik, Ayse Basar

Proceedings of the CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10, 2020

Amalgamated Models for Detecting Duplicate Bug Reports.

Sukhjit Singh Sehra, Tamer Abdou, Ayse Basar, Sumeet Kaur Sehra

Proceedings of the Advances in Artificial Intelligence, 2020

Using Topic Modelling to Improve Prediction of Financial Report Commentary Classes.

Karim El Mokhtari, Mucahit Cevik, Ayse Basar

Proceedings of the Advances in Artificial Intelligence, 2020

Predicting the Number of Reported Bugs in a Software Repository.

Hadi Jahanshahi, Mucahit Cevik, Ayse Basar

Proceedings of the Advances in Artificial Intelligence, 2020

2019

Stock Index Forecasting Using Time Series Decomposition-Based and Machine Learning Models.

Dhanya Jothimani, Ayse Basar

Proceedings of the Artificial Intelligence XXXVI, 2019

Time-Series-Based Classification of Financial Forecasting Discrepancies.

Ben Peachey Higdon, Karim El Mokhtari, Ayse Basar

Proceedings of the Artificial Intelligence XXXVI, 2019

On Usefulness of the Deep-Learning-Based Bug Localization Models to Practitioners.

Sravya Polisetty, Andriy V. Miranskyy, Ayse Basar

Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering, 2019

Does chronology matter in JIT defect prediction?: A Partial Replication Study.

Hadi Jahanshahi, Dhanya Jothimani, Ayse Basar, Mucahit Cevik

Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering, 2019

Neural Network Based Spectrum Prediction in Land Mobile Radio Bands for IoT deployments.

Sanaz Mohammadjafari, Emir Kavurmacioglu, John Maidens, Ayse Bener

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Mind the gap: are practitioners and researchers in software testing speaking the same language?

Ronnie E. S. Santos, Ayse Basar Bener, Maria Teresa Baldassarre, Cleyton V. C. de Magalhães, Jorge S. Correia Neto, Fabio Q. B. da Silva

Proceedings of the Joint 7th International Workshop on Conducting Empirical Studies in Industry and 6th International Workshop on Software Engineering Research and Industrial Practice, 2019

Generative adversarial networks in designing electromagnetic engineered surfaces for mm-Wave band spectrum environments.

Ozan Ozyegen, Emir Kavurmacioglu, Jonathan Ethier, Ayse Basar

Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

Interpreting financial time series with SHAP values.

Karim El Mokhtari, Ben Peachey Higdon, Ayse Basar

Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

Deep learning brain regions in Harvard-Oxford atlas using SegNet model.

Abel Ag Rb Guimaraes, Tamer Abdou, Ayse Basar

Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

Deep Learning Approaches for Sentiment Analysis on Financial Microblog Dataset.

Savas Yildirim, Dhanya Jothimani, Can Kavaklioglu, Ayse Basar

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Predicting Commentaries on a Financial Report with Recurrent Neural Networks.

Karim El Mokhtari, John Maidens, Ayse Bener

Proceedings of the Advances in Artificial Intelligence, 2019

Applications of Feature Selection Techniques on Large Biomedical Datasets.

Nicolas Ewen, Tamer Abdou, Ayse Bener

Proceedings of the Advances in Artificial Intelligence, 2019

2018

On the Use of Hidden Markov Model to Predict the Time to Fix Bugs.

Mayy Habayeb, Syed Shariyar Murtaza, Andriy V. Miranskyy, Ayse Basar Bener

IEEE Trans. Software Eng., 2018

Guest editorial: special issue on predictive models for software quality.

Leandro L. Minku, Ayse Basar Bener, Burak Turhan

Softw. Qual. J., 2018

Database engines: Evolution of greenness.

Andriy V. Miranskyy, Zainab Al-zanbouri, David Godwin, Ayse Basar Bener

J. Softw. Evol. Process., 2018

Predicting bug-fixing time: A replication study using an open source software project.

Shirin Akbarinasaji, Bora Caglayan, Ayse Bener

J. Syst. Softw., 2018

Editorial: Special Section on Best Papers of PROMISE 2016.

Hongyu Zhang, Andriy V. Miranskyy, Ayse Basar Bener

Inf. Softw. Technol., 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

An Improvement to Test Case Failure Prediction in the Context of Test Case Prioritization.

Francis Palma, Tamer Abdou, Ayse Bener, John Maidens, Stella Liu

Proceedings of the 14th International Conference on Predictive Models and Data Analytics in Software Engineering, 2018

An Empirical Evaluation of Database Software Features on Energy Consumption.

Sedef Akinli Koçak, Gülfem Isiklar Alptekin, Andriy V. Miranskyy, Ayse Bener, Enzo Cialini

Proceedings of the 5th International Conference on Information and Communication Technology for Sustainability, 2018

A Replication Study: Just-in-Time Defect Prediction with Ensemble Learning.

Steven Young, Tamer Abdou, Ayse Bener

Proceedings of the 6th IEEE/ACM International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 2018

Predictive analytics in healthcare epileptic seizure recognition.

Ashok Bhowmick, Tamer Abdou, Ayse Bener

Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, 2018

Classification of "Hot News" for Financial Forecast Using NLP Techniques.

Savas Yildirim, Dhanya Jothimani, Can Kavaklioglu, Ayse Basar

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Financial Networks: A Study of the Toronto Stock Exchange.

Dhanya Jothimani, Can Kavaklioglu, Ayse Basar

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Deep Super Learner: A Deep Ensemble for Classification Problems.

Steven Young, Tamer Abdou, Ayse Bener

Proceedings of the Advances in Artificial Intelligence, 2018

Topic Detection and Document Similarity on Financial News.

Saeede Sadat Asadi Kakhki, Can Kavaklioglu, Ayse Bener

Proceedings of the Advances in Artificial Intelligence, 2018

2017

A systematic literature review on the applications of Bayesian networks to predict software quality.

Ayse Tosun, Ayse Basar Bener, Shirin Akbarinasaji

Softw. Qual. J., 2017

Recent Advances in Healthcare Software: Toward Context-Aware and Smart Solutions.

Agusti Solanas, Jens H. Weber, Ayse Basar Bener, Frank van der Linden, Rafael Capilla

IEEE Softw., 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

4th International Workshop on Conducting Empirical Studies in Industry (CESI 2016): Post-workshop Report.

Carlos Henrique C. Duarte, Andreas Jedlitschka, Ayse Bener

ACM SIGSOFT Softw. Eng. Notes, 2017

Guest editorial: special issue on realising artificial intelligence synergies in software engineering.

Rachel Harrison, Ayse Basar Bener, Çetin Meriçli, Burak Turhan

Autom. Softw. Eng., 2017

Predictive modeling of lapse risk: An international financial services case study.

Ceni Babaoglu, Uzair Ahmad, Afsah Durrani, Ayse Bener

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Rediscovery datasets: connecting duplicate reports.

Mefta Sadat, Ayse Basar Bener, Andriy V. Miranskyy

Proceedings of the 14th International Conference on Mining Software Repositories, 2017

5th International Workshop on Conducting Empirical Studies in Industry (CESI 2017).

Andreas Jedlitschka, Ayse Bener, Fabio Silva, He Zhang

Proceedings of the 5th IEEE/ACM International Workshop on Conducting Empirical Studies in Industry, 2017

A Heuristic for Estimating the Impact of Lingering Defects: Can Debt Analogy Be Used as a Metric?

Shirin Akbarinasaji, Ayse Bener, Adam Neal

Proceedings of the 8th IEEE/ACM Workshop on Emerging Trends in Software Metrics, 2017

A probabilistic approach for modelling user preferences in recommender systems: a case study on IBM watson analytics.

Parisa Lak, Can Kavaklioglu, Mefta Sadat, Martin Petitclerc, Graham J. Wills, Andriy V. Miranskyy, Ayse Basar Bener

Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, 2017

2016

Software Engineering for Big Data Systems.

Ian Gorton, Ayse Basar Bener, Audris Mockus

IEEE Softw., 2016

Mining trends and patterns of software vulnerabilities.

Syed Shariyar Murtaza, Wael Khreich, Abdelwahab Hamou-Lhadj, Ayse Basar Bener

J. Syst. Softw., 2016

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

Bora Çaglayan, Ayse Basar Bener

J. Syst. Softw., 2016

A replication study: mining a proprietary temporal defect dataset.

Tamer Abdou, Atakan Erdem, Ayse Bener, Adam Neal

Proceedings of the 2nd International Workshop on Software Analytics, 2016

News Article Position Recommendation Based on the Analysis of Article's Content - Time Matters.

Parisa Lak, Ceni Babaoglu, Ayse Basar Bener, Pawel Pralat

Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 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 Large-Scale Study of Online Shopping Behavior.

Soroosh Nalchigar, Ingmar Weber, Parisa Lak, Ayse Bener

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

The Twitter Bullishness Index: A Social Media Analytics Indicator for the Stock Market.

Carl Julien Barrelet, Sebnem Sahin Kuzulugil, Ayse Basar Bener

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

Adjusting the Balance Sheet by Appending Technical Debt.

Shirin Akbarinasaji, Ayse Bener

Proceedings of the 8th IEEE International Workshop on Managing Technical Debt, 2016

What is the Cause for a Defect to be Re-Assigned?

Tamer Abdou, Behjat Soltanifar, Ayse Bener, Adam Neal

Proceedings of the 2016 IEEE International Conference on Software Maintenance and Evolution, 2016

An empirical investigation of the evaluators' scoring of vendors' responses to an RFP of a large healthcare system.

Syed Shariyar Murtaza, Ayse Bener, Jeremy Petch, Muhammad Mamdani

Proceedings of the International Workshop on Software Engineering in Healthcare Systems, 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

Measuring the principal of defect debt.

Shirin Akbarinasaji, Ayse Basar Bener, Atakan Erdem

Proceedings of the 5th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 2016

Establishing a baseline for measuring advancement in the science of security: an analysis of the 2015 IEEE security & privacy proceedings.

Jeffrey C. Carver, Morgan Burcham, Sedef Akinli Koçak, Ayse Bener, Michael Felderer, Matthias Gander, Jason King, Jouni Markkula, Markku Oivo, Clemens Sauerwein, Laurie A. Williams

Proceedings of the Symposium and Bootcamp on the Science of Security, 2016

How to Effectively Train IBM Watson: Classroom Experience.

Syed Shariyar Murtaza, Parisa Lak, Ayse Basar Bener, Armen Pischdotchian

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

A Replication Study: Where and When Should Defects be Re-Assigned.

Tamer Abdou, Ayse Bener

Proceedings of the 42th Euromicro Conference on Software Engineering and Advanced Applications, 2016

Predicting Defectiveness of Software Patches.

Behjat Soltanifar, Atakan Erdem, Ayse Bener

Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2016

Preliminary investigation on user interaction with IBM watson analytics.

Parisa Lak, Mefta Sadat, Carl Julien Barrelet, Martin Petitclerc, Andriy V. Miranskyy, Craig Statchuk, Ayse Basar Bener

Proceedings of the 26th Annual International Conference on Computer Science and Software Engineering, 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

If it is software engineering, it is (probably) a Bayesian factor.

Ayse Bener, Ayse Tosun

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

2015

Empirical analysis of factors affecting confirmation bias levels of software engineers.

Gul Calikli, Ayse Bener

Softw. Qual. J., 2015

Predicting defective modules in different test phases.

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

Softw. Qual. J., 2015

Bir Yazılımın Çevre ve Kalite Açısından Değerlendirilmesi için Önerilmiş Karar Alma Modeli.

Sedef Akinli Koçak, Gülfem Isiklar Alptekin, Ayse Basar Bener

Proceedings of the 9th Turkish National Software Engineering Symposium, 2015

Integrating Environmental Sustainability in Software Product Quality.

Sedef Akinli Koçak, Gülfem Isiklar Alptekin, Ayse Basar Bener

Proceedings of the Fourth International Workshop on Requirements Engineering for Sustainable Systems, 2015

The Firefox Temporal Defect Dataset.

Mayy Habayeb, Andriy V. Miranskyy, Syed Shariyar Murtaza, Leotis Buchanan, Ayse Bener

Proceedings of the 12th IEEE/ACM Working Conference on Mining Software Repositories, 2015

Towards dynamic pricing for digital billboard advertising network in smart cities.

Parisa Lak, Akin Kocak, Pawel Pralat, Ayse Bener, Akram Samarikhalaj

Proceedings of the IEEE First International Smart Cities Conference, 2015

4th International Workshop on Realizing AI Synergies in Software Engineering (RAISE 2015).

Burak Turhan, Ayse Basar Bener, Rachel Harrison, Andriy V. Miranskyy, Çetin Meriçli, Leandro L. Minku

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

Bayesian Networks For Evidence-Based Decision-Making in Software Engineering.

Ayse Tosun Misirli, Ayse Basar Bener

IEEE Trans. Software Eng., 2014

Deploying and Provisioning Green Software.

Ayse Basar Bener, Andriy V. Miranskyy, Steve Raspudic

IEEE Softw., 2014

Green Software.

Ayse Basar Bener, Maurizio Morisio, Andriy V. Miranskyy

IEEE Softw., 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

Evaluation of Software Product Quality Attributes and Environmental Attributes using ANP Decision Framework.

Sedef Akinli Koçak, Gülfem Isiklar Alptekin, Ayse Bener

Proceedings of the Third International Workshop on Requirements Engineering for Sustainable Systems, 2014

A mapping study on bayesian networks for software quality prediction.

Ayse Tosun Misirli, Ayse Basar Bener

Proceedings of the 3rd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 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

Influence of confirmation biases of developers on software quality: an empirical study.

Gül Çalikli, Ayse Basar Bener

Softw. Qual. J., 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

Empirical evaluation of the effects of mixed project data on learning defect predictors.

Burak Turhan, Ayse Tosun Misirli, Ayse Bener

Inf. Softw. Technol., 2013

The Impact of Confirmation Bias on the Release-based Defect Prediction of Developer Groups.

Gül Çalikli, Ayse Bener

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

An algorithmic approach to missing data problem in modeling human aspects in software development.

Gul Calikli, Ayse Bener

Proceedings of the 9th International Conference on Predictive Models in Software Engineering, 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

Handling missing attributes using matrix factorization.

Övünç Bozcan, Ayse Basar Bener

Proceedings of the 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 2013

Message from the PROMISE 2013 Chairs.

Burak Turhan, Stefan Wagner, Ayse Bener, Massimiliano Di Penta, Ye Yang

Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013

Towards a Metric Suite Proposal to Quantify Confirmation Biases of Developers.

Gul Calikli, Ayse Bener, Turgay Aytac, Ovunc Bozcan

Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013

Requirements Prioritization Framework for Developing Green and Sustainable Software using ANP-based Decision Making.

Sedef Akinli Koçak, Giovanna Gonzales Calienes, Gülfem Isiklar Alptekin, Ayse Basar Bener

Proceedings of the 27th International Conference on Environmental Informatics for Environmental Protection, 2013

2012

Exploiting the Essential Assumptions of Analogy-Based Effort Estimation.

Ekrem Kocaguneli, Tim Menzies, Ayse Bener, Jacky W. Keung

IEEE Trans. Software Eng., 2012

Guest Editors' Introduction: Software Engineering for Compliance.

Uwe Zdun, Ayse Bener, Erlinda L. Olalia-Carin

IEEE Softw., 2012

Issue ownership activity in two large software projects.

Bora Caglayan, Ayse Bener

ACM SIGSOFT Softw. Eng. Notes, 2012

Guest editorial: learning to organize testing.

Ayse Basar Bener, Tim Menzies

Autom. Softw. Eng., 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

Incorporating software architecture in the computer science curriculum (abstract only).

Martin L. Barrett, Steve Chenoweth, Larry Jones, Amine Chigani, Ayse Basar Bener, Mei-Huei Tang

Proceedings of the 43rd ACM technical symposium on Computer science education, 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

An industrial case study of classifier ensembles for locating software defects.

Ayse Tosun Misirli, Ayse Basar Bener, Burak Turhan

Softw. Qual. J., 2011

A comparative study for estimating software development effort intervals.

Ayse Bakir, Burak Turhan, Ayse Basar Bener

Softw. Qual. J., 2011

Spectrum trading in cognitive radio networks with strict transmission power control.

Gülfem Isiklar Alptekin, Ayse Basar Bener

Eur. Trans. Telecommun., 2011

AI-Based Software Defect Predictors: Applications and Benefits in a Case Study.

Ayse Tosun Misirli, Ayse Basar Bener, Resat Kale

AI Mag., 2011

An explanatory analysis on eclipse beta-release bugs through in-process metrics.

Ayse Tosun Misirli, Brendan Murphy, Thomas Zimmermann, Ayse Basar Bener

Proceedings of the 8th international workshop on Software quality, 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

The impact of power management to spectrum trading.

Gülfem Isiklar Alptekin, Ayse Basar Bener

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 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

Empirical Evaluation of Mixed-Project Defect Prediction Models.

Burak Turhan, Ayse Tosun Misirli, Ayse Basar Bener

Proceedings of the 37th EUROMICRO Conference on Software Engineering and Advanced Applications, SEAA 2011, Oulu, Finland, August 30, 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

Incorporating software architecture in the computer science curriculum.

Martin L. Barrett, Ayse Basar Bener, Steve Chenoweth

Proceedings of the 24th IEEE-CS Conference on Software Engineering Education and Training, 2011

2010

Resource allocation in cellular networks based on marketing preferences.

Yomi Kastro, Gülfem Isiklar Alptekin, Ayse Basar Bener

Wirel. Networks, 2010

A new perspective on data homogeneity in software cost estimation: a study in the embedded systems domain.

Ayse Bakir, Burak Turhan, Ayse Basar Bener

Softw. Qual. J., 2010

Practical considerations in deploying statistical methods for defect prediction: A case study within the Turkish telecommunications industry.

Ayse Tosun, Ayse Basar Bener, Burak Turhan, Tim Menzies

Inf. Softw. Technol., 2010

Customer oriented resource allocation framework in cognitive radio.

Gülfem Isiklar Alptekin, Ayse Basar Bener

Comput. Ind. Eng., 2010

Defect prediction from static code features: current results, limitations, new approaches.

Tim Menzies, Zach Milton, Burak Turhan, Bojan Cukic, Yue Jiang, Ayse Basar Bener

Autom. Softw. Eng., 2010

A Quantitative Comparison of Test-First and Test-Last Code in an Industrial Project.

Burak Turhan, Ayse Basar Bener, Pasi Kuvaja, Markku Oivo

Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2010

Application of Software Product Line Principles to Multi-Sector Software Development.

Melike Demir, Ayse Bener, Tolga Kurt, Emin Anarim

Proceedings of the Software Product Lines - 14th International Conference, 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

Empirical analyses of the factors affecting confirmation bias and the effects of confirmation bias on software developer/tester performance.

Gul Calikli, Ayse Basar Bener

Proceedings of the 6th International Conference on Predictive Models in Software Engineering, 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

Regularities in Learning Defect Predictors.

Burak Turhan, Ayse Basar Bener, Tim Menzies

Proceedings of the Product-Focused Software Process Improvement, 2010

Confirmation Bias in Software Development and Testing: An Analysis of the Effects of Company Size, Experience and Reasoning Skills.

Gul Calikli, Berna Arslan, Ayse Bener

Proceedings of the 22nd Annual Workshop of the Psychology of Programming Interest Group, 2010

An analysis of the effects of company culture, education and experience on confirmation bias levels of software developers and testers.

Gul Calikli, Ayse Basar Bener, Berna Arslan

Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

Bayesian Networks for Predicting IVF Blastocyst Development.

Asli Uyar, Ayse Basar Bener, H. Nadir Ciray, Mustafa Bahceci

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Spectrum Trading Model with Strict Transmission Power Control.

Gülfem Isiklar Alptekin, Ayse Basar Bener

Proceedings of the Global Communications Conference, 2010

AI-Based Models for Software Effort Estimation.

Ekrem Kocaguneli, Ayse Tosun, Ayse Basar Bener

Proceedings of the 36th EUROMICRO Conference on Software Engineering and Advanced Applications, 2010

Preliminary analysis of the effects of confirmation bias on software defect density.

Gul Calikli, Ayse Basar Bener

Proceedings of the International Symposium on Empirical Software Engineering and Measurement, 2010

2009

Ensemble of neural networks with associative memory (ENNA) for estimating software development costs.

Yigit Kultur, Burak Turhan, Ayse Basar Bener

Knowl. Based Syst., 2009

Data mining source code for locating software bugs: A case study in telecommunication industry.

Burak Turhan, Gözde Koçak, Ayse Basar Bener

Expert Syst. Appl., 2009

Feature weighting heuristics for analogy-based effort estimation models.

Ayse Tosun, Burak Turhan, Ayse Basar Bener

Expert Syst. Appl., 2009

An expert system for determining candidate software classes for refactoring.

Yasemin Kösker, Burak Turhan, Ayse Basar Bener

Expert Syst. Appl., 2009

Semantic matchmaker with precondition and effect matching using SWRL.

Ayse Basar Bener, Volkan Ozadali, Erdem Savas Ilhan

Expert Syst. Appl., 2009

On the relative value of cross-company and within-company data for defect prediction.

Burak Turhan, Tim Menzies, Ayse Basar Bener, Justin S. Di Stefano

Empir. Softw. Eng., 2009

Analysis of Naive Bayes' assumptions on software fault data: An empirical study.

Burak Turhan, Ayse Basar Bener

Data Knowl. Eng., 2009

BITS: Issue Tracking and Project Management Tool in Healthcare Software Development.

Ayse Tosun, Ayse Basar Bener, Ekrem Kocaguneli

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

Practical considerations in deploying AI for defect prediction: a case study within the Turkish telecommunication industry.

Ayse Tosun, Burak Turhan, Ayse Basar Bener

Proceedings of the 5th International Workshop on Predictive Models in Software Engineering, 2009

Validation of network measures as indicators of defective modules in software systems.

Ayse Tosun, Burak Turhan, Ayse Basar Bener

Proceedings of the 5th International Workshop on Predictive Models in Software Engineering, 2009

Domain specific phase by phase effort estimation in software projects.

Yigit Kultur, Ekrem Kocaguneli, Ayse Basar Bener

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

The effect of granularity level on software defect prediction.

Gul Calikli, Ayse Tosun, Ayse Basar Bener, Melih Celik

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

An efficient spectrum management mechanism for cognitive radio networks.

Gülfem Isiklar Alptekin, Ayse Basar Bener

Proceedings of the Integrated Network Management, 2009

Pricing model for the secondary market architecture in cognitive radio networks.

Gülfem Isiklar Alptekin, Ayse Basar Bener

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Implementation of a Software Quality Improvement Project in an SME: A Before and After Comparison.

Ayse Tosun, Ayse Basar Bener, Burak Turhan

Proceedings of the 35th Euromicro Conference on Software Engineering and Advanced Applications, 2009

Reducing false alarms in software defect prediction by decision threshold optimization.

Ayse Tosun, Ayse Basar Bener

Proceedings of the Third International Symposium on Empirical Software Engineering and Measurement, 2009

ROC Based Evaluation and Comparison of Classifiers for IVF Implantation Prediction.

Asli Uyar, Ayse Basar Bener, H. Nadir Ciray, Mustafa Bahceci

Proceedings of the Electronic Healthcare - Second International ICST Conference, 2009

2008

A defect prediction method for software versioning.

Yomi Kastro, Ayse Basar Bener

Softw. Qual. J., 2008

ENNA: software effort estimation using ensemble of neural networks with associative memory.

Yigit Kultur, Burak Turhan, Ayse Basar Bener

Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2008

Weighted Static Code Attributes for Software Defect Prediction.

Burak Turhan, Ayse Basar Bener

Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

Software Defect Prediction Using Call Graph Based Ranking (CGBR) Framework.

Burak Turhan, Gözde Koçak, Ayse Basar Bener

Proceedings of the 34th Euromicro Conference on Software Engineering and Advanced Applications, 2008

Business Model Specific Charging Mechanism in Cognitive Radio.

Gülfem Isiklar Alptekin, Ayse Basar Bener

Proceedings of the 34th Euromicro Conference on Software Engineering and Advanced Applications, 2008

Implications of ceiling effects in defect predictors.

Tim Menzies, Burak Turhan, Ayse Bener, Gregory Gay, Bojan Cukic, Yue Jiang

Proceedings of the 4th International Workshop on Predictor Models in Software Engineering, 2008

Nearest neighbor sampling for cross company defect predictors: abstract only.

Burak Turhan, Ayse Basar Bener, Tim Menzies

Proceedings of the 2008 Workshop on Defects in Large Software Systems, 2008

Refactoring Prediction Using Class Complexity Metrics.

Yasemin Kösker, Burak Turhan, Ayse Basar Bener

Proceedings of the ICSOFT 2008, 2008

Predicting Defects in a Large Telecommunication System.

Gözde Koçak, Burak Turhan, Ayse Basar Bener

Proceedings of the ICSOFT 2008, 2008

Software Effort Estimation as a Classification Problem.

Ayse Bakir, Burak Turhan, Ayse Basar Bener

Proceedings of the ICSOFT 2008, 2008

Ensemble of software defect predictors: a case study.

Ayse Tosun, Burak Turhan, Ayse Basar Bener

Proceedings of the Second International Symposium on Empirical Software Engineering and Measurement, 2008

3P: Personalized Pregnancy Prediction in IVF Treatment Process.

Asli Uyar, H. Nadir Ciray, Ayse Basar Bener, Mustafa Bahceci

Proceedings of the Electronic Healthcare, First International Conference, 2008

Brokering and Pricing Architecture over Cognitive Radio Wireless Networks.

Gülfem Isiklar, Ayse Basar Bener

Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

2007

Experience-based service provider selection in agent-mediated E-Commerce.

Murat Sensoy, F. Canan Pembe, Hande Zirtiloglu, Pinar Yolum, Ayse Basar Bener

Eng. Appl. Artif. Intell., 2007

Synchronization of UML Based Refactoring with Graph Transformation.

Yasemin Kösker, Ayse Basar Bener

Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

SAM: Semantic Advanced Matchmaker.

Erdem Savas Ilhan, Gokay Burak Akkus, Ayse Basar Bener

Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

A Multivariate Analysis of Static Code Attributes for Defect Prediction.

Burak Turhan, Ayse Basar Bener

Proceedings of the Seventh International Conference on Quality Software (QSIC 2007), 2007

Software Defect Prediction: Heuristics for Weighted Naïve Bayes.

Burak Turhan, Ayse Basar Bener

Proceedings of the ICSOFT 2007, 2007

A Template for Real World Team Projects for Highly Populated Software Engineering Classes.

Burak Turhan, Ayse Basar Bener

Proceedings of the 29th International Conference on Software Engineering (ICSE 2007), 2007

Super Peer Web Service Discovery Architecture.

Evren Ayorak, Ayse Basar Bener

Proceedings of the 23rd International Conference on Data Engineering, 2007

A Two-Step Model for Defect Density Estimation.

F. Onur Kutlubay, Burak Turhan, Ayse Basar Bener

Proceedings of the 33rd EUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA 2007), 2007

Evaluation of Feature Extraction Methods on Software Cost Estimation.

Burak Turhan, F. Onur Kutlubay, Ayse Basar Bener

Proceedings of the First International Symposium on Empirical Software Engineering and Measurement, 2007

Improved Service Ranking and Scoring: Semantic Advanced Matchmaker (SAM).

Erdem Savas Ilhan, Gokay Burak Akkus, Ayse Basar Bener

Proceedings of the ENASE 2007, 2007

2006

Mobile Web Services: A New Agent-Based Framework.

Mustafa Adaçal, Ayse Basar Bener

IEEE Internet Comput., 2006

A CRM-Based Pricing Model - For m-Commerce Services.

Gülfem Isiklar, Mehmet Üner, Ayse Basar Bener

Proceedings of the ICE-B 2006, 2006

A New Bandwidth Allocation Strategy in GEO Satellite Networks and Pricing the Differentiated Services.

Gülfem Isiklar, Ayse Basar Bener, Fatih Alagöz

Proceedings of IEEE International Conference on Communications, 2006

Software Defect Identification Using Machine Learning Techniques.

Evren Ceylan, F. Onur Kutlubay, Ayse Basar Bener

Proceedings of the 32nd EUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA 2006), August 29, 2006

Matchmaking of Semantic Web Services Using Semantic-Distance Information.

Mehmet Senvar, Ayse Basar Bener

Proceedings of the Advances in Information Systems, 4th International Conference, 2006

2005

A simple approach to charging and billing of packetized applications [next generation mobile networks].

Gülfem Isiklar, Ayse Basar Bener

Proceedings of the IEEE Wireless Communications and Networking Conference, 2005

Agent Based Dynamic Execution of BPEL Documents.

Ali Emre Arpaci, Ayse Basar Bener

Proceedings of the Computer and Information Sciences, 2005

2003

Web Service Standards and Real Business Scenario Challenges.

Çigdem Patlak, Ayse Basar Bener, Haluk Bingöl

Proceedings of the 29th EUROMICRO Conference 2003, 2003