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Simon Paasche and Sven Groppe
Since data are the gold of modern business, companies put a huge effort into collecting internal and external information, such as process, supply chain, or customer data. To leverage the full potential of gathered information, data have to be free of er...
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Thomas Lemmerz, Stefan Herlé and Jörg Blankenbach
The availability of spatial and spatiotemporal big data is increasing rapidly. Spatially and temporally high resolved data are especially gathered via the Internet of Things. This data can often be accessed as data streams that push new data tuples conti...
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Dmitry Namiot,Eugene Ilyushin
Pág. 84 - 93
The fundamental moment of the operation of machine learning systems is that the models are trained on some selected training data set. Accordingly, the generalizations obtained at the training stage are due to the characteristics of some subset of the ge...
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Aurelian Cosmin Moldovan, Valer Micle, Tomi Alexandrel Hraniciuc and Nicolae Marcoie
The layout of water resources and the complex and rational use of them have an important role in the socioeconomic activities of an urban settlement. Transversal hydrotechnical constructions such as weirs reduce the longitudinal connectivity of rivers an...
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Omar Alghushairy, Raed Alsini, Terence Soule and Xiaogang Ma
Outlier detection is a statistical procedure that aims to find suspicious events or items that are different from the normal form of a dataset. It has drawn considerable interest in the field of data mining and machine learning. Outlier detection is impo...
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Suriya Priya R. Asaithambi, Sitalakshmi Venkatraman and Ramanathan Venkatraman
With the advent of the Internet of Things (IoT), many different smart home technologies are commercially available. However, the adoption of such technologies is slow as many of them are not cost-effective and focus on specific functions such as energy e...
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Ioannis Kontopoulos, Antonios Makris and Konstantinos Tserpes
Due to the vast amount of available tracking sensors in recent years, high-frequency and high-volume streams of data are generated every day. The maritime domain is no different as all larger vessels are obliged to be equipped with a vessel tracking syst...
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S.G. Magomedov
Pág. 84 - 89
Nowadays personal medical devices play an increasingly important role in health care ecosystems as equipment for life support of patients. And the malicious software and protocols interacting with this equipment cause more and more interest. Any data tra...
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Nathan Martindale, Muhammad Ismail and Douglas A. Talbert
As new cyberattacks are launched against systems and networks on a daily basis, the ability for network intrusion detection systems to operate efficiently in the big data era has become critically important, particularly as more low-power Internet-of-Thi...
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Nikos Kefalakis, Aikaterini Roukounaki and John Soldatos
One of the main challenges in modern Internet of Things (IoT) systems is the efficient collection, routing and management of data streams from heterogeneous sources, including sources with high ingestion rates. Despite the existence of various IoT data s...
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