[HTML][HTML] Pairing conceptual modeling with machine learning

W Maass, VC Storey - Data & Knowledge Engineering, 2021 - Elsevier
Both conceptual modeling and machine learning have long been recognized as important
areas of research. With the increasing emphasis on digitizing and processing large amounts …

A multi-attribute based framework for ontology aligning

M Pietranik, NT Nguyen - Neurocomputing, 2014 - Elsevier
This paper is a comprehensive description of our proposal of ontology alignment framework
and novel evaluation procedure. The main contribution is providing precise definitions of …

Recent advances on ontology similarity metrics: A survey

G Drakopoulos, Y Voutos… - 2020 5th South-East …, 2020 - ieeexplore.ieee.org
With the advent of Semantic Web and the recent advances in the field of knowledge
discovery more effort is placed not only on constructing or automatically discovering …

The knowledge increase estimation framework for ontology integration on the concept level

A Kozierkiewicz-Hetmańska… - Journal of Intelligent & …, 2017 - content.iospress.com
Nowadays, due to the high level of data distribution, it is frequently impossible to generate a
unified representation of a variety of heterogenous data sources in a single step. Dividing …

Fuzzy based approach to ontology relations alignment

B Hnatkowska, A Kozierkiewicz… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Ontology alignment, although widely researched and discussed, has still some issues that
need addressing. One of those is designating alignments of relations defined in two …

Fuzzy logic framework for ontology instance alignment

B Hnatkowska, A Kozierkiewicz, M Pietranik - International Conference on …, 2022 - Springer
The widely addressed topic of ontology alignment to this day contains several open
research questions that remain either unanswered or only vaguely tackled. One of them is …

A method for ontology alignment based on semantics of attributes

M Pietranik, NT Nguyen - Cybernetics and Systems, 2012 - Taylor & Francis
In this article, a method for ontology alignment, which is based on using semantics of
attributes describing concepts, is presented. This work is an extended version of our …

Replicator dynamics for distributed inter-cell interference coordination

A Adouane, K Khawam, J Cohen… - … IEEE Symposium on …, 2014 - ieeexplore.ieee.org
In order to achieve high data rates in future wireless packet switched cellular networks,
aggressive frequency reuse is inevitable due to the scarcity of the radio resources. While …

Ontology relation alignment based on attribute semantics

MM Pietranik, NT Nguyen - International Conference on Computational …, 2012 - Springer
The problem of ontology alignment is based on finding mappings between instances,
concepts and relations of two ontologies which (following Gruber's work [8]) can be defined …

A Multi-attribute and Logic-Based Framework of Ontology Alignment

M Pietranik, NT Nguyen - Multimedia and Internet Systems: Theory and …, 2013 - Springer
Ontology alignment is an issue that focuses on designating the way of migrating the contents
of two ontologies. These structures can be treated as a method of decomposing some …