Due to sharp increases in data dimensions, working on every data mining or machine learning (ML) task requires more efficient techniques to get the desired results. Therefore, in …
Network intrusion detection systems (NIDSs) play an important role in computer network security. There are several detection mechanisms where anomaly-based automated …
Abstract The popularity of Contrastive Language-Image Pre-training (CLIP) has propelled its application to diverse downstream vision tasks. To improve its capacity on downstream …
Abstract Machine learning (ML) methods have become an important tool for modelling and forecasting complex high-dimensional spatiotemporal datasets such as those found in …
P Hajek, A Youssef, V Hajkova - Cities, 2022 - Elsevier
Cities around the world are increasingly competing to upgrade their infrastructure and smartness levels to attract talent, become more effective and sustainable. However …
In the era of the “Industry 4.0” revolution, self-adjusting and unmanned machining systems have gained considerable interest in high-value manufacturing industries to cope with the …
Gears are an important component of industrial machinery and a breakdown of machinery on account of the failure of gears could result in immense production loss. Timely monitoring …
Motor imagery (MI) based brain–computer interface (BCI) aims to provide a means of communication through the utilization of neural activity generated due to kinesthetic …
Smart lighting has become a universal smart product solution, with global revenues of up to US 5.9 billion by 2021. Six main factors drive the technology: light-emitting diode (LED) …