Rakesh Rana

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 5

Top Topics

Software Defect Prediction

Machine Learning

Predictive Power

Software Defect

Top Venues

ICSOFT (Selected Papers)

J. Syst. Softw.

Publications

Rakesh Rana, Tommy Lagercrantz, Miroslaw Staron
Building an Effective Software Issues Scorecard: An Action Research Report from the Automotive Domain. ICSA Companion (2018)
Rakesh Rana, Alexander Karlsson, Göran Falkman
A framework for identifying and evaluating technologies of interest for effective business strategy: Using text analytics to augment technology forecasting. ISCBI (2017)
Rakesh Rana, Miroslaw Staron
First International Workshop on Emerging Trends in DevOps and Infrastructure. XP Workshops (2016)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
Analyzing defect inflow distribution and applying Bayesian inference method for software defect prediction in large software projects. J. Syst. Softw. 117 (2016)
Miroslaw Staron, Darko Durisic, Rakesh Rana
Improving Measurement Certainty by Using Calibration to Find Systematic Measurement Error - A Case of Lines-of-Code Measure. KKIO Software Engineering Conference (2016)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson
Analysing defect inflow distribution of automotive software projects. PROMISE (2014)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
The Adoption of Machine Learning Techniques for Software Defect Prediction: An Initial Industrial Validation. JCKBSE (2014)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner, Wilhelm Meding, Christoffer Höglund
Selecting software reliability growth models and improving their predictive accuracy using historical projects data. J. Syst. Softw. 98 (2014)
Rakesh Rana, Miroslaw Staron, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
A Framework for Adoption of Machine Learning in Industry for Software Defect Prediction. ICSOFT EA (2014)
Rakesh Rana, Miroslaw Staron, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
Software Defect Prediction in Automotive and Telecom Domain: A Life-Cycle Approach. ICSOFT (Selected Papers) (2014)
Rakesh Rana, Miroslaw Staron, Jörgen Hansson, Martin Nilsson
Defect Prediction over Software Life Cycle in Automotive Domain - State of the Art and Road Map for Future. ICSOFT EA (2014)
Miroslaw Staron, Rakesh Rana, Wilhelm Meding, Martin Nilsson
Consequences of Mispredictions of Software Reliability: A Model and its Industrial Evaluation. IWSM/Mensura (2014)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
Improving Fault Injection in Automotive Model Based Development using Fault Bypass Modeling. GI-Jahrestagung (2013)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
Increasing Efficiency of ISO 26262 Verification and Validation by Combining Fault Injection and Mutation Testing with Model based Development. ICSOFT (2013)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
Early Verification and Validation According to ISO 26262 by Combining Fault Injection and Mutation Testing. ICSOFT (Selected Papers) (2013)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
Evaluating long-term predictive power of standard reliability growth models on automotive systems. ISSRE (2013)
Rakesh Rana, Miroslaw Staron, Niklas Mellegård, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
Evaluation of Standard Reliability Growth Models in the Context of Automotive Software Systems. PROFES (2013)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
Comparing between Maximum Likelihood Estimator and Non-linear Regression Estimation Procedures for NHPP Software Reliability Growth Modelling. IWSM/Mensura (2013)