International Journal On Advances in Software, volume 15, numbers 3 and 4, 2022

Type: journal

Notes: A free access journal featuring works submitted on an invitation basis only.

ISSN: 1942-2628

Articles: there are 9 articles

Improving Image Tracing with Convolutional Autoencoders by High-Pass Filter Preprocessing
Zineddine Bettouche and Andreas Fischer
keywords: —image quality; vector graphics; principal component analysis; neural networks; autoencoders; high-pass filters; vectorization; complexity theory; and information technology.

An In-depth Comparison of Experiment Tracking Tools for Machine Learning Applications
Tim Budras, Maximilian Blanck, Tilman Berger, and Andreas Schmidt
keywords: Machine Learning; Experiment Tracking; Development Environment; MLOps

Automatic Generation of Geographically Accurate Bus Route Maps and its Evaluation
Daisuke Yamamoto, Yonghwan Kim, and Sogo Mizutani
keywords: network; bus route map; stroke.

State of Affair in Terms of Big Data Utilization in Complex System Engineering Organizations: A Case Study in the Context of Norwegian Industry
Fahim Salim, Haytham Ali, Tommy Langen, Pragna Deb, Andreas Wettre, Gerrit Muller, and Kristin Falk
keywords: Questionnaire; Big data; Early Phase Decisions.

Optimizing Remediation of Spatially Dispersed Contaminated Parcels under an Annual Budget Constraint
Floris Abrams, Lieve Sweeck, Johan Camps, Dirk Cattrysse, and Jos Van Orshoven
keywords: Spatio-temporal clustering; Budget constraint; Disaster management; Multi-Attribute Decision Making; MADM.

Green Storage: Parallel File Systems on ARM
Timm Leon Erxleben, Kira Duwe, Jens Saak, Martin Köhler, and Michael Kuhn
keywords: energy efficiency; parallel distributed file systems; x86; ARM

Using Locally Weighted Regression to Estimate the Functional Size of Software: an Empirical Study
Luigi Lavazza, Angela Locoro, Geng Liu, and Roberto Meli
keywords: Function Point Analysis, Early Size Estimation, High-level FPA, Simple Function Points, LOcally Estimated Scatterplot Smoothing (LOESS)

Database Technology Evolution
Malcolm Crowe and Fritz Laux
keywords: big live data; remote data; RDBMS; SQL; standards.

Designing Context-aware Data Plausibility Automation Using Machine Learning
Mohaddeseh Basiri, Johannes Himmelbauer, Lisa Ehrlinger, and Mihhail Matskin
keywords: Artificial intelligence; Machine learning; Automation; Plausibility check; Anomaly detection; Ontology; Context-aware