Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data
The k‐nearest neighbors algorithm is characterized as a simple yet effective data mining
technique. The main drawback of this technique appears when massive amounts of data …
technique. The main drawback of this technique appears when massive amounts of data …
Semantic interoperability in industry 4.0: Survey of recent developments and outlook
Semantic interoperability is the ability of systems to exchange information with unambiguous
meaning. This is an outstanding challenge in the development of Industry 4.0 due to the …
meaning. This is an outstanding challenge in the development of Industry 4.0 due to the …
A survey of ontology learning techniques and applications
Ontologies have gained a lot of popularity and recognition in the semantic web because of
their extensive use in Internet-based applications. Ontologies are often considered a fine …
their extensive use in Internet-based applications. Ontologies are often considered a fine …
Enabling smart data: noise filtering in big data classification
In any knowledge discovery process the value of extracted knowledge is directly related to
the quality of the data used. Big Data problems, generated by massive growth in the scale of …
the quality of the data used. Big Data problems, generated by massive growth in the scale of …
Information resources processing using linguistic analysis of textual content
J Su, V Vysotska, A Sachenko… - 2017 9th IEEE …, 2017 - ieeexplore.ieee.org
The tremendous growth rates of Internet and volume of content stored on its servers requires
the creation of tools for automatic content analysis and processing. Intelligent systems for …
the creation of tools for automatic content analysis and processing. Intelligent systems for …
Method of integration and content management of the information resources network
The paper describes the integrated processing method of heterogeneous information
resources of web systems, which allows for further integration and management. Our …
resources of web systems, which allows for further integration and management. Our …
[PDF][PDF] Web Content Support Method in Electronic Business Systems.
In the given article content is support method as the content lifecycle stage in Web systems
is proposed. The model describes the processes of information resources processing in the …
is proposed. The model describes the processes of information resources processing in the …
First steps towards FAIRization of product-focused sensory data
The emergence of open science makes it necessary to formalize data and knowledge in a
way that adheres to the FAIR (Findable, Accessible, Interoperable, Reusable) principles …
way that adheres to the FAIR (Findable, Accessible, Interoperable, Reusable) principles …
Model and architecture for virtual library information system
B Rusyn, V Vysotska, L Pohreliuk - 2018 IEEE 13th …, 2018 - ieeexplore.ieee.org
An overview of the features of the design and development of the Virtual Library information
system was conducted. A new approach is proposed for designing and developing the …
system was conducted. A new approach is proposed for designing and developing the …
[PDF][PDF] Time dependence of the output signal morphology for nonlinear oscillator neuron based on Van der Pol model
Time-frequency and time dependence of the output signal morphology of nonlinear
oscillator neuron based on Van der Pol model using analytical and numerical methods were …
oscillator neuron based on Van der Pol model using analytical and numerical methods were …