SC Harvester Papers Database Interface

An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions

Iris Figalist, Christoph Elsner, J. Bosch, H. Olsson. In: . 2020

Machine Learning Models for Automatic Labeling: A Systematic Literature Review

Teodor Fredriksson, J. Bosch, H. Olsson. In: . 2020

Abstract: Automatic labeling is a type of classification problem. Classification has been studied with the help of statistical methods for a long time. With the explosion of new better computer processing units (CPUs) and graphical processing units (GPUs) the interest in machine learning has grown exponentially and we can use both statistical learning algorithms as well as deep neural networks (DNNs) to sol...

Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies

Teodor Fredriksson, D. I. Mattos, J. Bosch, H. Olsson. In: . 2020

A Recipe-based Algorithm for Access Control in Modular Automation Systems

B. Leander, Aida Čaušević, H. Hansson. 2020

Diversity Exposure in Social Recommender Systems: A Social Capital Theory Perspective

Chun-Hua Tsai, Jukka Huhtamäki, Thomas Olsson, Peter Brusilovsky. In: . 2020

VISUALIZING BIG

Ekaterina Olshannikova, A. Ometov, Y. Koucheryavy, Thomas Olsson. 2020

Systematic Literature study on empirical evidence on Quality Requirements

Thomas Olsson, Séverine Sentilles, Efi Papatheocharous. In: Requirements Engineering. 2020

Understanding and Supporting Quality Requirements Engineering in Software-intensive Product Development

Thomas Olsson. 2020

Challenges and directions for a community infrastructure for Big Data-driven research in software architecture

Truong Ho-Quang, M. Chaudron, R. Hebig, G. Robles. In: . 2020

Abstract: Abstract Research into software architecture and design has become more and more prominent since the 1990s. Since then, companies have reported how software architecting helped them to tackle various challenges in system design, especially related to system-level quality properties such as scalability and maintainability. Academic research in software architecture has focused on several areas, inc...

The Effect of Class Noise on Continuous Test Case Selection: A Controlled Experiment on Industrial Data

K. Al-Sabbagh, R. Hebig, M. Staron. In: . 2020

An Evaluation of Machine Learning Methods for Predicting Flaky Tests

Azeem Ahmad, O. Leifler, K. Sandahl. In: . 2020

An Actor-Based Approach for Security Analysis of Cyber-Physical Systems

Fereidoun Moradi, Sara Abbaspour Asadollah, Ali Sedaghatbaf, Aida Čaušević, M. Sirjani et al. In: . 2020

Simple and Efficient Computation of Minimal Weak Control Closure

A. Masud. In: . 2020

Architecting AI Deployment: A Systematic Review of State-of-the-Art and State-of-Practice Literature

Meenu Mary John, H. Olsson, J. Bosch. In: . 2020

Towards Consistency Checking Between a System Model and Its Implementation

R. Jongeling, J. Fredriksson, Federico Ciccozzi, A. Cicchetti, Jan Carlson. In: . 2020