Approximate reasoning with fuzzy rule interpolation: background and recent advances

F Li, C Shang, Y Li, J Yang, Q Shen - Artificial Intelligence Review, 2021 - Springer
Approximate reasoning systems facilitate fuzzy inference through activating fuzzy if–then
rules in which attribute values are imprecisely described. Fuzzy rule interpolation (FRI) …

Machine learning algorithms for network intrusion detection

J Li, Y Qu, F Chao, HPH Shum, ESL Ho, L Yang - AI in Cybersecurity, 2019 - Springer
Network intrusion is a growing threat with potentially severe impacts, which can be
damaging in multiple ways to network infrastructures and digital/intellectual assets in the …

Privacy and security aspects of E-government in smart cities

L Yang, N Elisa, N Eliot - Smart cities cybersecurity and privacy, 2019 - Elsevier
E-government is an indispensable part of a Smart City. Information and communication
technologies transform the relationship between citizens, businesses, and government …

Dynamic fuzzy rule interpolation and its application to intrusion detection

N Naik, R Diao, Q Shen - IEEE Transactions on Fuzzy Systems, 2017 - ieeexplore.ieee.org
Fuzzy rule interpolation (FRI) offers an effective approach for making inference possible in
sparse rule-based systems (and also for reducing the complexity of fuzzy models). However …

An extended takagi–sugeno–kang inference system (tsk+) with fuzzy interpolation and its rule base generation

J Li, L Yang, Y Qu, G Sexton - Soft Computing, 2018 - Springer
A rule base covering the entire input domain is required for the conventional Mamdani
inference and Takagi–Sugeno–Kang (TSK) inference. Fuzzy interpolation enhances …

Identification of fuzzy rule-based models with collaborative fuzzy clustering

X Hu, Y Shen, W Pedrycz, X Wang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Fuzzy rule-based models (FRBMs) are sound constructs to describe complex systems.
However, in reality, we may encounter situations, where the user or owner of a system only …

[BOK][B] Conceptualizing Soft Power of Higher Education

J Li, Li, Zhang - 2018 - Springer
From a neo-institutional perspective, this chapter investigates the function and interaction of
globalization and decentralization in China's higher education administrative reform. Both …

A new approach for transformation-based fuzzy rule interpolation

T Chen, C Shang, J Yang, F Li… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Fuzzy rule interpolation (FRI) is of particular significance for reasoning in the presence of
insufficient knowledge or sparse rule bases. As one of the most popular FRI methods …

Towards big data governance in cybersecurity

L Yang, J Li, N Elisa, T Prickett, F Chao - Data-Enabled Discovery and …, 2019 - Springer
Big data refers to large complex structured or unstructured data sets. Big data technologies
enable organisations to generate, collect, manage, analyse, and visualise big data sets, and …

Fuzzy rule based interpolative reasoning supported by attribute ranking

F Li, C Shang, Y Li, J Yang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Using fuzzy rule interpolation (FRI) interpolative reasoning can be effectively performed with
a sparse rule base where a given system observation does not match any fuzzy rules. While …