Search Results for author: Hanan Lutfiyya

Found 5 papers, 0 papers with code

Appliance Operation Modes Identification Using Cycles Clustering

no code implementations25 Jan 2021 Abdelkareem Jaradat, Hanan Lutfiyya, Anwar Haque

The emerging technologies of Internet of Things (IoT) and Machine Learning (ML) deliver techniques that have the potential to efficiently conserve energy and improve the utilization of energy consumption.

Clustering energy management +1

DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach

no code implementations25 Dec 2020 Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya

Moreover, the observed trends are validated by studying the same features in an unlabeled dataset using K-means clustering algorithm and through applying the developed ensemble learning classifier.

BIG-bench Machine Learning Clustering +1

Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules

no code implementations25 Dec 2020 Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya

The field of e-learning has emerged as a topic of interest in academia due to the increased ease of accessing the Internet using using smart-phones and wireless devices.

Demand Response For Residential Uses: A Data Analytics Approach

no code implementations7 Aug 2020 Abdelkareem Jaradat, Hanan Lutfiyya, Anwar Haque

In the Smart Grid environment, the advent of intelligent measuring devices facilitates monitoring appliance electricity consumption.

Dynamic Time Warping

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