Results 1 to 10 of about 30,395 (263)
Exploring Soil Pollution Patterns Using Self-Organizing Maps [PDF]
Toxics, 2022 The geochemical composition of bedrock is the key feature determining elemental concentrations in soil, followed by anthropogenic factors that have less impact. Concerning the latter, harmful effects on the trophic chain are increasingly affecting people
Ilaria Guagliardi +2 more
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AlignScape, displaying sequence similarity using self-organizing maps [PDF]
Frontiers in BioinformaticsThe current richness of sequence data needs efficient methodologies to display and analyze the complexity of the information in a compact and readable manner.
Isaac Filella-Merce +7 more
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Implementing in-situ self-organizing maps with memristor crossbar arrays for data mining and optimization [PDF]
Nature 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
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Comparative Analysis of the Clustering Quality in Self-Organizing Maps for Human Posture Classification [PDF]
Sensors, 2023 , Ekemeyong Esther, Zielinska TERESA
exaly +2 more sources
Randomized Self-Organizing Map [PDF]
Neural Computation, 2021 We propose a variation of the self-organizing map algorithm by considering the random placement of neurons on a two-dimensional manifold, following a blue noise distribution from which various topologies can be derived. These topologies possess random (but controllable) discontinuities that allow for a more flexible self-organization, especially with ...
Nicolas P. Rougier +1 more
openaire +4 more sources
Jurnal Teknologi Informasi dan Ilmu Komputer, 2023 Indeks Pembangunan Manusia (IPM) merupakan indikator untuk mengukur keberhasilan dalam membangun kualitas hidup manusia. Di tahun 2022, empat indikator IPM berubah menjadi Umur Harapan Hidup Saat Lahir (UHH), Harapan Lama Sekolah (HLS), Rata-rata Lama ...
Dwi Marisa Midyanti, Syamsul Bahri
doaj +3 more sources
PENGELOMPOKAN DATA PMKS MENGGUNAKAN METODE SELF ORGANIZING MAPS
Sosiohumaniora: Jurnal Ilmiah Ilmu Sosial dan Humaniora, 2022 The purpose of this study is to group the area in Special Region of Yogyakarta (DIY) to find out the characteristics of Social Welfare Issues (PMKS) in DIY 2016 in the grouped area.
Eko Heru Firdauz, Edy Widodo
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Wave extreme characterization using self-organizing maps [PDF]
Ocean Science, 2016 The self-organizing map (SOM) technique is considered and extended to assess the extremes of a multivariate sea wave climate at a site. The main purpose is to obtain a more complete representation of the sea states, including the most severe states that ...
F. Barbariol +5 more
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Signal Self Organizing Map [PDF]
2007 International Joint Conference on Neural Networks, 2007 The self organizing map (SOM) has been applied to wide ranges of fields including computer vision and image processing. Despite of its simple training algorithm, the vectorial input pattern of SOMs induced a sequence of drawbacks which should not be overlooked.
Chi Kin Chow 0001, Shiu Yin Yuen
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Rough Self Organizing Map [PDF]
Applied Intelligence, 2004 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Sankar K. Pal +2 more
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