Ekrem Kocaguneli

Publication Activity (10 Years)

Years Active: 2009-2015
Publications (10 Years): 1

Top Topics

Kernel Function

Software Effort

Active Learning

Dimensionality Reduction

Top Venues

IEEE Trans. Software Eng.

Empir. Softw. Eng.

Publications

Ekrem Kocaguneli, Tim Menzies, Emilia Mendes
Transfer learning in effort estimation. Empir. Softw. Eng. 20 (3) (2015)
Huihua Lu, Ekrem Kocaguneli, Bojan Cukic
Defect Prediction between Software Versions with Active Learning and Dimensionality Reduction. ISSRE (2014)
Ekrem Kocaguneli, Bojan Cukic, Huihua Lu
Predicting more from less: Synergies of learning. RAISE@ICSE (2013)
Ekrem Kocaguneli, Tim Menzies
Software effort models should be assessed via leave-one-out validation. J. Syst. Softw. 86 (7) (2013)
Jacky Keung, Ekrem Kocaguneli, Tim Menzies
Finding conclusion stability for selecting the best effort predictor in software effort estimation. Autom. Softw. Eng. 20 (4) (2013)
Ekrem Kocaguneli, Thomas Zimmermann, Christian Bird, Nachiappan Nagappan, Tim Menzies
Distributed development considered harmful? ICSE (2013)
Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung
Kernel methods for software effort estimation - Effects of different kernel functions and bandwidths on estimation accuracy. Empir. Softw. Eng. 18 (1) (2013)
Ekrem Kocaguneli, Tim Menzies, Jacky Keung, David R. Cok, Raymond J. Madachy
Active Learning and Effort Estimation: Finding the Essential Content of Software Effort Estimation Data. IEEE Trans. Software Eng. 39 (8) (2013)
Ekrem Kocaguneli, Bojan Cukic, Tim Menzies, Huihua Lu
Building a second opinion: learning cross-company data. PROMISE (2013)
Tim Menzies, Ekrem Kocaguneli, Fayola Peters, Burak Turhan, Leandro L. Minku
Data science for software engineering. ICSE (2013)
Ekrem Kocaguneli, Tim Menzies, Jairus Hihn, Byeong Ho Kang
Size doesn't matter?: on the value of software size features for effort estimation. PROMISE (2012)
Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung
On the Value of Ensemble Effort Estimation. IEEE Trans. Software Eng. 38 (6) (2012)
Ekrem Kocaguneli, Tim Menzies, Ayse Bener, Jacky W. Keung
Exploiting the Essential Assumptions of Analogy-Based Effort Estimation. IEEE Trans. Software Eng. 38 (2) (2012)
Ekrem Kocaguneli, Ayse Tosun Misirli, Bora Caglayan, Ayse Basar Bener
Experiences on Developer Participation and Effort Estimation. EUROMICRO-SEAA (2011)
Ekrem Kocaguneli, Tim Menzies
How to Find Relevant Data for Effort Estimation? ESEM (2011)
Ekrem Kocaguneli, Gregory Gay, Tim Menzies, Ye Yang, Jacky W. Keung
When to use data from other projects for effort estimation. ASE (2010)
Adam Brady, Tim Menzies, Oussama El-Rawas, Ekrem Kocaguneli, Jacky W. Keung
Case-Based Reasoning for Reducing Software Development Effort. J. Softw. Eng. Appl. 3 (11) (2010)
Ekrem Kocaguneli, Ayse Tosun, Ayse Basar Bener
AI-Based Models for Software Effort Estimation. EUROMICRO-SEAA (2010)
Ekrem Kocaguneli, Ayse Tosun, Ayse Basar Bener, Burak Turhan, Bora Caglayan
Prest: An Intelligent Software Metrics Extraction, Analysis and Defect Prediction Tool. SEKE (2009)
Ayse Tosun, Ayse Basar Bener, Ekrem Kocaguneli
BITS: Issue Tracking and Project Management Tool in Healthcare Software Development. SEKE (2009)
Yigit Kultur, Ekrem Kocaguneli, Ayse Basar Bener
Domain specific phase by phase effort estimation in software projects. ISCIS (2009)