[PDF][PDF] Data mining in internet of things systems: A literature review

AM Sarhan - Journal of Engineering Research, 2023 - erjeng.journals.ekb.eg
The Internet of Things (IoT) and cloud technologies have been the main focus of recent
research, allowing for the accumulation of a vast amount of data generated from this diverse …

Device-independent cellular-based indoor location tracking using deep learning

H Rizk, M Abbas, M Youssef - Pervasive and Mobile Computing, 2021 - Elsevier
The demand for a ubiquitous and accurate indoor localization service is continuously
growing. Cellular-based systems are a good candidate to provide such ubiquitous service …

Laser range scanners for enabling zero-overhead wifi-based indoor localization system

H Rizk, H Yamaguchi, M Youssef… - ACM Transactions on …, 2023 - dl.acm.org
Robust and accurate indoor localization has been the goal of several research efforts over
the past decade. Toward achieving this goal, WiFi fingerprinting-based indoor localization …

Detecting outliers from pairwise proximities: Proximity isolation forests

A Mensi, DMJ Tax, M Bicego - Pattern Recognition, 2023 - Elsevier
Because outliers are very different from the rest of the data, it is natural to represent outliers
by their distances to other objects. Furthermore, there are many scenarios in which only …

Drone-based water level detection in flood disasters

H Rizk, Y Nishimur, H Yamaguchi… - International journal of …, 2021 - mdpi.com
Japan was hit by typhoon Hagibis, which came with torrential rains submerging almost eight-
thousand buildings. For fast alleviation of and recovery from flood damage, a quick, broad …

An accurate point cloud-based human identification using micro-size lidar

S Yamada, H Rizk, H Yamaguchi - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The demand for safety-boosting systems is increasing, especially nowadays, to limit the
rapid spread of COVID-19. Real-time life-logging is an essential application towards tracking …

Monofi: Efficient indoor localization based on single radio source and minimal fingerprinting

I Fahmy, S Ayman, H Rizk, M Youssef - Proceedings of the 29th …, 2021 - dl.acm.org
Indoor localization is a key component of pervasive and mobile computing. Due to the
widespread use of WiFi technology, WiFi fingerprinting is one of the most widely utilized …

Improved approaches for density-based outlier detection in wireless sensor networks

A Abid, SE Khediri, A Kachouri - Computing, 2021 - Springer
Density-based algorithms are important data clustering techniques used to find arbitrary
shaped clusters and outliers. Recently, outlier detectors through density-based clustering …

Indoor localization using solar cells

H Rizk, D Ma, M Hassan… - 2022 IEEE international …, 2022 - ieeexplore.ieee.org
The development of the Internet of Things (IoT) opens the doors for innovative solutions in
indoor positioning systems. Recently, light-based positioning has attracted much attention …

A high-dimensional outlier detection approach based on local coulomb force

P Zhu, C Zhang, X Li, J Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Traditional outlier detections are inadequate for high-dimensional data analysis due to the
interference of distance tending to be concentrated (“curse of dimensionality”). Inspired by …