Browsing College of Engineering, Business, and Education by Author "Alessa, Ali"

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Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection

Abdulhammed, Razan; Musafer, Hassan; Alessa, Ali; Faezipour, Miad; Abuzneid, Abdelshakour A. (MDPI, 2019-03-14)

The security of networked systems has become a critical universal issue that influences individuals, enterprises and governments. The rate of attacks against networked systems has increased dramatically, and the tactics ...
Preliminary Flu Outbreak Prediction Using Twitter Posts Classification and Linear Regression With Historical Centers for Disease Control and Prevention Reports: Prediction Framework Study

Alessa, Ali; Faezipour, Miad (JMIR Publications, 2018-10-07)

Background: Social networking sites (SNSs) such as Twitter are widely used by diverse demographic populations. The amount of data within SNSs has created an efficient resource for real-time analysis. Thus, data from SNSs ...
A Review of Influenza Detection and Prediction Through Social Networking Sites

Alessa, Ali; Faezipour, Miad (BioMed Central, 2018-02-01)

Early prediction of seasonal epidemics such as influenza may reduce their impact in daily lives. Nowadays, the web can be used for surveillance of diseases. Search engines and social networking sites can be used to track ...

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