Android Application Based Real-Time Plant Disease Detection and Remedy Suggestion System using Machine Learning

Real-time Scheduling of a Flexible Manufacturing System using a Two-phase Machine Learning Algorithm

The static and analytic scheduling approach is very difficult to follow and is not always applicable in real-time. Most of the scheduling algorithms are designed to be established in offline environment. However, we are challenged with three characteristics in real cases: First, problem data of jobs are not known in advance. Second, most of the shop’s parameters tend to be stochastic. Third, th...

Machine Learning-Based Malware Detection for Android Applications: History Matters!

Machine Learning-based malware detection is a promising scalable method for identifying suspicious applications. In particular, in today’s mobile computing realm where thousands of applications are daily poured into markets, such a technique could be valuable to guarantee a strong filtering of malicious apps. The success of machine-learning approaches however is highly dependent on (1) the qual...

Comparative evaluation of machine learning-based malware detection on Android

The Android platform is known as the market leader for mobile devices, but it also has gained much attention among malware authors in recent years. The widespread of malware, a consequence of its popularity and the design features of the Android ecosystem, constitutes a major security threat currently targeted by the research community. Among all counter methods proposed in previous publication...

Adaptive Real-time Anomaly-based Intrusion Detection using Data Mining and Machine Learning Techniques

Ubiquitous Real Time ECG Monitoring System Using Android Smartphone

In this paper we propose design and implementation of an ubiquitous energy efficient real time ECG monitoring system using android Smartphone. It is motivated by the increasing awareness of Cardiac arrhythmias and coronary heart disease due to population ageing and stressful modern life. If proper medical care can be given to the patients at the right time their lives can be saved, for that we ...