Results 31 to 40 of about 25,182 (261)

Self-Organized Maps

open access: yes, 2021
Los mapas auto-organizados o redes de Kohonen (SOM por sus siglas en inglés, self-organizing map) fueron introducidos por el profesor finlandés Teuvo Kalevi Kohonen en los años 80. Un mapa auto-organizado es una herramienta que analiza datos en muchas dimensiones con relaciones complejas entre ellos y los reduce o representa en, usualmente, una, dos o ...
openaire   +2 more sources

Implementing in-situ self-organizing maps with memristor crossbar arrays for data mining and optimization

open access: yesNature Communications, 2022
Self-organizing maps are data mining tools for unsupervised learning algorithms dealing with big data problems. The authors experimentally demonstrate a memristor-based self-organizing map that is more efficient in computing speed and energy consumption ...
Rui Wang   +8 more
doaj   +1 more source

Health Detection of Betal Leaves Using Self-Organizing Map and Thresholding Algorithm

open access: yesJournal of Applied Engineering and Technological Science, 2022
Betel leaf is one of the plants that is widely used as a natural or traditional medicine by the community, natural treatment with the use of plants is relatively safer.
Dadang Iskandar Mulyana`   +2 more
doaj   +1 more source

Boiling Flow Pattern Identification Using a Self-Organizing Map

open access: yesApplied Sciences, 2020
In the paper, a self-organizing map combined with the recurrence quantification analysis was used to identify flow boiling patterns in a circular horizontal minichannel with an inner diameter of 1 mm. The dynamics of the pressure drop during density-wave
Iwona Zaborowska   +2 more
doaj   +1 more source

CLUSTERING TRAFO DISTRIBUSI MENGGUNAKAN ALGORITMA SELF-ORGANIZING MAP

open access: yesSimetris: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer, 2017
Salah satu cara untuk mengetahui beban sebuah trafo distribusi PLN masih memenuhi batas normal atau overload adalah dengan melakukan pengukuran beban trafo tersebut.
Tutik Khotimah   +2 more
doaj   +1 more source

Deep Self-Organizing Map of Convolutional Layers for Clustering and Visualizing Image Data

open access: yesMachine Learning and Knowledge Extraction, 2021
The self-organizing convolutional map (SOCOM) hybridizes convolutional neural networks, self-organizing maps, and gradient backpropagation optimization into a novel integrated unsupervised deep learning model. SOCOM structurally combines, architecturally
Christos Ferles   +3 more
doaj   +1 more source

Computational intelligence for studies on genetic diversity between genotypes of biomass sorghum [PDF]

open access: yesPesquisa Agropecuária Brasileira, 2021
: The objective of this work was to evaluate the potential of computational intelligence and canonical variables for studies on the genetic diversity between biomass sorghum (Sorghum bicolor) genotypes.
Michele Jorge da Silva   +6 more
doaj   +1 more source

Pengelompokkan Kelas Menggunakan Self Organizing Map Neural Network pada SMK N 1 Depok

open access: yesJEPIN (Jurnal Edukasi dan Penelitian Informatika), 2016
Dalam mengembangkan kegiatan belajar di sekolah terutama di dalam kelas agar terciptanya suasana yang nyaman sehingga dapat pula memacu perkembangan siswa dalam belajar agar dapat meningkatkan kualiatas pendidikan di Indonesia perlu adanya suatu ...
Eko Harli   +2 more
doaj   +1 more source

Decentralizing Self-organizing Maps

open access: yes, 2022
This paper presents an algorithm for a decentralized self-organizing map. With the explosion in the availability of robotics platforms, and their increasing application to multi-agent systems and robot swarms, there is a need for a new generation of machine learning algorithms that can exploit the distributed nature of sensing and processing that can ...
Khan, Mohiuddin   +2 more
openaire   +2 more sources

Pengelompokan Artikel Berbahasa Indonesia Berdasarkan Struktur Laten Menggunakan Pendekatan Self Organizing Map

open access: yesJurnal Nasional Teknik Elektro dan Teknologi Informasi, 2017
Document grouping is a necessity among a large number of articles published on internet. Several attempts have been done to improve this grouping process, while majority of the efforts are based on word appearance.
Akhmad Zaini, M. Aziz Muslim, Wijono
doaj   +1 more source

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