2016
A success story in applying data science in practice.
Proceedings of the Perspectives on Data Science for Software Engineering, 2016
2015
Transfer learning in effort estimation.
Empir. Softw. Eng., 2015
Lessons Learned from Software Analytics in Practice.
Proceedings of the Art and Science of Analyzing Software Data, 2015
2014
Defect Prediction between Software Versions with Active Learning and Dimensionality Reduction.
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering, 2014
2013
Active Learning and Effort Estimation: Finding the Essential Content of Software Effort Estimation Data.
IEEE Trans. Software Eng., 2013
Software effort models should be assessed via leave-one-out validation.
J. Syst. Softw., 2013
Kernel methods for software effort estimation - Effects of different kernel functions and bandwidths on estimation accuracy.
Empir. Softw. Eng., 2013
Finding conclusion stability for selecting the best effort predictor in software effort estimation.
Autom. Softw. Eng., 2013
Building a second opinion: learning cross-company data.
Proceedings of the 9th International Conference on Predictive Models in Software Engineering, 2013
Data science for software engineering.
Proceedings of the 35th International Conference on Software Engineering, 2013
Distributed development considered harmful?
Proceedings of the 35th International Conference on Software Engineering, 2013
Predicting more from less: Synergies of learning.
Proceedings of the 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 2013
2012
On the Value of Ensemble Effort Estimation.
IEEE Trans. Software Eng., 2012
Exploiting the Essential Assumptions of Analogy-Based Effort Estimation.
IEEE Trans. Software Eng., 2012
Size doesn't matter?: on the value of software size features for effort estimation.
Proceedings of the 8th International Conference on Predictive Models in Software Engineering, 2012
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
How to Find Relevant Data for Effort Estimation?
Proceedings of the 5th International Symposium on Empirical Software Engineering and Measurement, 2011
2010
Case-Based Reasoning for Reducing Software Development Effort.
J. Softw. Eng. Appl., 2010
When to use data from other projects for effort estimation.
Proceedings of the ASE 2010, 2010
AI-Based Models for Software Effort Estimation.
Proceedings of the 36th EUROMICRO Conference on Software Engineering and Advanced Applications, 2010
2009
BITS: Issue Tracking and Project Management Tool in Healthcare Software Development.
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.
Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009
Domain specific phase by phase effort estimation in software projects.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009