In recent years, intelligent condition-based monitoring of rotary machinery systems has become a major research focus machine fault diagnosis. monitoring, it is challenging to form large-scale well-annotated dataset due the expense data acquisition and costly annotation. The generated have large number redundant features which degraded performance learning models. To overcome this, we utilized ...

The eye is impacted by several disorders, either directly or indirectly. As a result, exams are crucial component of general healthcare. One the effects diabetes diabetic retinopathy (DR), which affects blood vessels that supply and nourish retina causes severe visual loss. prevalent conditions consequence eyes retinopathy. symptoms may be absent minimal. It eventually result in blindness. Ther...

HIGHLIGHTS Intelligent diagnostic system for power transformers. Defining the operational behavior of large Ten intelligent classifiers were tested to establish condition

With the ubiquitous growth of Internet-of-things (IoT) devices, current low-power wide-area network (LPWAN) technologies will inevitably face performance degradation due to congestion and interference. The rule-based approaches assign adapt device parameters are insufficient in dynamic massive IoT scenarios. For example, adaptive data rate (ADR) algorithm LoRaWAN has been proven inefficient out...

Intelligent multimedia provides a basis as briefed here for designing intelligent multi-tier interfaces with agents and intelligent business objects with applications to intelligent WWW interfaces. Basic intelligent content management with multitier desings for interfaces are persented. The field of automated learning and discovery has obvious financial and organizational memory applications. T...