IoT-Stream: A lightweight ontology for internet of things data streams and its use with data analytics and event detection services

T Elsaleh, S Enshaeifar, R Rezvani, ST Acton… - Sensors, 2020 - mdpi.com
… and crawling of IoT data streams, will improve the processing time of the IoT data. In the last
… do not pay enough attention to the IoT data streams. For stream annotation, there is a lack of …

IoT-stream: a lightweight ontology for internet of things data streams

T Elsaleh, M Bermudez-Edo… - 2019 Global IoT …, 2019 - ieeexplore.ieee.org
… is to provide a lightweight extension for data streams, we have developed IoT-Stream. The
development of IoT-Stream has always followed the linked-data approach, that increases the …

A novel learning method to classify data streams in the internet of things

MA Khan, A Khan, MN Khan… - 2014 national software …, 2014 - ieeexplore.ieee.org
… knowledge discovery in data stream is the classification of the data streams in target classes…
data streams, conventional clas sification algorithm are of little significance in data streams

Streaming data fusion for the internet of things

K Kenda, B Kažič, E Novak, D Mladenić - Sensors, 2019 - mdpi.com
… from heterogeneity of the data we define a harmonic set of data streams. A harmonic set of
data streams consists of a set of data streams, where each stream has a matching sampling …

Survey of real-time processing technologies of iot data streams

K Yasumoto, H Yamaguchi, H Shigeno - Journal of Information …, 2016 - jstage.jst.go.jp
… the real-time utilization of IoT data streams in terms of networking, … data streams called the
Information Flow of Things (IFoT) that processes, analyzes, and curates massive IoT streams

A stream processing architecture for heterogeneous data sources in the Internet of Things

D Corral-Plaza, I Medina-Bulo, G Ortiz… - Computer Standards & …, 2020 - Elsevier
… as SP, Data Serialization Systems (DSSs) and Complex Event Processing (CEP). SP platforms
allow us to build streaming applications that transform or react to data streams. They are …

Predictive analytics for complex IoT data streams

A Akbar, A Khan, F Carrez… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
… (CEP) for many Internet of Things (IoT) applications. … data streams on the fly, it is designed
for reactive applications as CEP acts on near real-time data and does not exploit historical data

Classification and annotation of open internet of things datastreams

F Montori, K Liao, PP Jayaraman, L Bononi… - … Engineering–WISE 2018 …, 2018 - Springer
… In particular, the availability of open IoT data streaming from heterogeneous sources
constitute a novel powerful knowledge base. However, due to the inherent distributed, …

Matching over linked data streams in the internet of things

Y Qin, QZ Sheng, E Curry - IEEE Internet Computing, 2015 - ieeexplore.ieee.org
… ing data into information in Figure 1). Hence, we propose an efficient data stream dissemination
… semantic technologies, such as Linked Data. Our system efficiently retrieves relevant …

The Internet of Things and fast data streams: prospects for geospatial data science in emerging information ecosystems

MP Armstrong, S Wang, Z Zhang - Cartography and Geographic …, 2019 - Taylor & Francis
… development of the Internet of Things, the massive data streams that are only … data streams
bring to geographic information analysis. These challenges arise because streaming data