Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Abdullah Saeed Balamash"'
Publikováno v:
Traitement du Signal. 40:115-122
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d99f7bae316be4650d79eaefa235ffa5
https://doi.org/10.18280/ts.400110
https://doi.org/10.18280/ts.400110
Publikováno v:
IEEE Transactions on Fuzzy Systems. 30:869-877
The plethora of ways of data representation and their applications to system modeling is inherently associated with dimensionality reduction. In a nutshell, the result of dimensionality reduction should support efficient ways of constructing ensuing
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bdc7f40ecd026919cac2355f8bb6e230
https://doi.org/10.1109/tfuzz.2020.3043659
https://doi.org/10.1109/tfuzz.2020.3043659
Publikováno v:
International Journal of Fuzzy Systems. 22:1731-1747
In light of the remarkable diversity of data, arises an interesting and challenging problem of their description and concise interpretation. In a nutshell, in the proposed description pursued in this study, we consider a framework of information gran
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4a12afa19647131d0bf0a7ada2198d3b
https://doi.org/10.1007/s40815-020-00903-z
https://doi.org/10.1007/s40815-020-00903-z
Publikováno v:
Soft Computing. 23:9869-9880
Autoencoders are regarded as one of the key functional components of deep learning architectures. In this study, we augment the well-known architectures of autoencoders by incorporating a concept of information granularity, which gives rise to so-cal
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::703d8dcc64aac4e05a7031c8bd1592fc
https://doi.org/10.1007/s00500-019-03916-5
https://doi.org/10.1007/s00500-019-03916-5
Publikováno v:
International Journal of Approximate Reasoning. 85:97-106
The problem of interest in this study is to describe and quantify a structure of data sets X 1 , X 2 , … , X p with the use of a certain referential structure (composed of a collection of referential fuzzy sets) constructed on the basis of some pre
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f943adf3c72fbb45918183a4e52c6d0d
https://doi.org/10.1016/j.ijar.2017.03.006
https://doi.org/10.1016/j.ijar.2017.03.006
Publikováno v:
Soft Computing. 22:523-540
When developing models of non-stationary data, it becomes imperative to endow them with some meaningful update mechanisms, viz to provide with sufficient capabilities to accommodate changing characteristics of the environment. These mechanisms make t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ae386be8a308d8630db31d0d7a977b5f
https://doi.org/10.1007/s00500-016-2352-2
https://doi.org/10.1007/s00500-016-2352-2
Publikováno v:
Soft Computing. 21:2745-2759
In this study, we focus on the design and refinements of granular pattern classifiers, namely classifiers, which deal with a collection of information granules formed in a certain feature space. The development of this category of classifiers is real
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ee003d7fed615a15c313970720d2af26
https://doi.org/10.1007/s00500-015-1978-9
https://doi.org/10.1007/s00500-015-1978-9
Autor:
Abdullah Saeed Balamash, Ali Morfeq, Enrique Herrera-Viedma, Francisco Javier Cabrerizo, Rami Al-Hmouz, M. A. Martínez
Publikováno v:
Soft Computing. 21:3037-3050
An important question in group decision-making situations is how to estimate the consensus achieved within the group of decision makers. Dictionary meaning of consensus is a general and unanimous agreement among a group of individuals. However, most
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c1c3c487cf3414daceb4d88d2544b4a9
https://doi.org/10.1007/s00500-015-1989-6
https://doi.org/10.1007/s00500-015-1989-6
Publikováno v:
IEEE Transactions on Fuzzy Systems. 23:2270-2283
In this study, we introduce a concept of hierarchical granular clustering and establish its algorithmic framework. We show that the proposed model naturally gives rise to information granules that are both of higher order and higher type, offering a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d7e15760f1ba0a89259048164d4e5507
https://doi.org/10.1109/tfuzz.2015.2417896
https://doi.org/10.1109/tfuzz.2015.2417896
Publikováno v:
AICCSA
Simultaneous Localization and Mapping (SLAM) is a vital task for autonomous robots moving in unknown environments. It is a rigorous and complex problem where the signals of different modalities originating from sensors as diverse as laser range finde
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e246aa451e0e1910ace8c87f06df8c78
https://doi.org/10.1109/aiccsa.2018.8612782
https://doi.org/10.1109/aiccsa.2018.8612782