94 citations · 106 across the 3 of their papers we have counts for
12 papers
Data Balancing Improves Self-Admitted Technical Debt Detection
Murali Sridharan, Mika Mantyla, Leevi Rantala +1
A high imbalance exists between technical debt and non-technical debt source code comments. Such imbalance affects Self-Admitted Technical Debt (SATD) detection performance, and ex…
6G White Paper on Machine Learning in Wireless Communication Networks
Samad Ali, Walid Saad, Nandana Rajatheva +24
The focus of this white paper is on machine learning (ML) in wireless communications. 6G wireless communication networks will be the backbone of the digital transformation of socie…
Chat activity is a better predictor than chat sentiment on software developers productivity
Miikka Kuutila, Mika Mäntylä, Maëlick Claes
Recent works have proposed that software developers' positive emotion has a positive impact on software developers' productivity. In this paper we investigate two data sources: dev…
20-MAD -- 20 Years of Issues and Commits of Mozilla and Apache Development
Maëlick Claes, Mika Mäntylä
Data of long-lived and high profile projects is valuable for research on successful software engineering in the wild. Having a dataset with different linked software repositories o…
Time Pressure in Software Engineering: A Systematic Review
Miikka Kuutila, Mika Mäntylä, Umar Farooq +1
Large project overruns and overtime work have been reported in the software industry, resulting in additional expense for companies and personal issues for developers. The present…
Using Experience Sampling to link Software Repositories with Emotions and Work Well-Being
Miikka Kuutila, Mika Mäntylä, Maëlick Claes +2
Background: The experience sampling method studies everyday experiences of humans in natural environments. In psychology it has been used to study the relationships between work we…