Predictive models in software engineering: Challenges and opportunities

Y Yang, X Xia, D Lo, T Bi, J Grundy… - ACM Transactions on …, 2022 - dl.acm.org
Predictive models are one of the most important techniques that are widely applied in many
areas of software engineering. There have been a large number of primary studies that …

Web service QoS prediction via collaborative filtering: A survey

Z Zheng, X Li, M Tang, F Xie… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the growing number of competing Web services that provide similar functionality,
Quality-of-Service (QoS) prediction is becoming increasingly important for various QoS …

Arabic stemming without a root dictionary

K Taghva, R Elkhoury, J Coombs - International Conference on …, 2005 - ieeexplore.ieee.org
We have implemented a root-extraction stemmer for Arabic which is similar to the Khoja
stemmer but without a root dictionary. Our stemmer was found to perform equivalently to the …

Location-based hierarchical matrix factorization for web service recommendation

P He, J Zhu, Z Zheng, J Xu… - 2014 IEEE international …, 2014 - ieeexplore.ieee.org
Web service recommendation is of great importance when users face a large number of
functionally-equivalent candidate services. To recommend Web services that best fit a user's …

Similarity-maintaining privacy preservation and location-aware low-rank matrix factorization for QoS prediction based web service recommendation

X Zhu, XY Jing, D Wu, Z He, J Cao… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Web service recommendation plays an important role in building service-oriented systems.
QoS-based Web service recommendation has recently gained much attention for providing …

Location-based web service QoS prediction via preference propagation to address cold start problem

D Ryu, K Lee, J Baik - IEEE Transactions on Services …, 2018 - ieeexplore.ieee.org
Many web-based software systems have been developed in the form of composite services.
It is important to accurately predict the Quality of Service (QoS) value of atomic web services …

On limitations of friendly jamming for confidentiality

NO Tippenhauer, L Malisa… - … IEEE symposium on …, 2013 - ieeexplore.ieee.org
Wireless communication provides unique security challenges, but also enables novel ways
to defend against attacks. In the past few years, a number of works discussed the use of …

EvLog: Identifying Anomalous Logs over Software Evolution

Y Huo, C Lee, Y Su, S Shan, J Liu… - 2023 IEEE 34th …, 2023 - ieeexplore.ieee.org
Software logs record system activities, aiding maintainers in identifying the underlying
causes for failures and enabling prompt mitigation actions. However, maintainers need to …

BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction

J Zhu, B Li, J Wang, D Li, Y Liu, Z Zhang - Knowledge-Based Systems, 2023 - Elsevier
With the advent of Web service technologies, the number of services published on the cloud
is increasing rapidly. The quality of service (QoS) becomes a crucial criterion for selecting …

A Comprehensive Taxonomy for Prediction Models in Software Engineering

X Yang, J Liu, D Zhang - Information, 2023 - mdpi.com
Applying prediction models to software engineering is an interesting research area. There
have been many related studies which leverage prediction models to achieve good …