Search Results - "self-organizing maps"

Classification of acoustic emission signals from an aluminum pressure vessel using a self-organizing map

Authors: Thornton, Weldon Paul Eric v. K. Hill Frank Radosta et al.

Subjects: Acoustic emission testing., Self-organizing maps., Pressure vessels Testing., Aluminum., Neural networks (Computer science), Contrôle par émission acoustique., Cartes auto-organisatrices., Aluminium., Réseaux neuronaux (Informatique), aluminum (metal), Acoustic emission testing, Aluminum, Pressure vessels Testing, Self-organizing maps

URL: https://commons.erau.edu/db-theses/198

Self-organizing maps of unbiased ligand–target binding pathways and kinetics.

Authors: Callea, Lara Caprai, Camilla Bonati, Laura et al.

Source: Journal of Chemical Physics. 10/7/2024, Vol. 161 Issue 13, p1-12. 12p.

Subject Terms: *SELF-organizing maps, *DRUG discovery, *DRUG design, *MOLECULAR docking, *MARKOV processes

Topology-Preserving Topographic Representation for Implementation of Linguistic Intentionality.

Authors: Moisl, Hermann¹ (AUTHOR) hermann.moisl49@gmail.com

Source: Journal of Quantitative Linguistics. Nov2025, p1-26. 26p. 13 Illustrations.

Subject Terms: *SELF-organizing maps, *ARTIFICIAL neural networks, *COGNITIVE maps (Psychology), *TOPOLOGY, *COGNITIVE science, *MENTAL representation, *COGNITIVE linguistics

A Two-Stage UAV Team Path-Planning Framework for Wildfire Search Employing Clustering and Self-Organizing Map Neural Networks.

Authors: Pordal, Reza Banazadeh, Afshin

Source: Unmanned Systems. Nov2025, p1-18. 18p.

Subject Terms: *ROBOTIC path planning, *SELF-organizing maps, *DRONE aircraft, *ARTIFICIAL neural networks, *TRAJECTORY optimization, *CLUSTERING algorithms, *FIRE risk assessment, *PROBABILITY theory

Unsupervised Machine Learning Framework for Identification of Spatial Distribution of Minerals on Mars.

Authors: Lovelock, Tejay Chandra, Rohitash

Source: Remote Sensing. Nov2025, Vol. 17 Issue 21, p3578. 47p.

Subject Terms: *MARS (Planet), *SELF-organizing maps, *K-means clustering, *REMOTE sensing, *SPATIAL arrangement, *PATTERN perception, *MINERALS, *GEOLOGICAL research

Connecting Large‐Scale Atmospheric and Land Surface Patterns to New England Riverine Peak Flow Events.

Authors: Lawrence, L. Armand, Z. Muñoz, S. E.

Source: Geophysical Research Letters. 10/16/2025, Vol. 52 Issue 19, p1-11. 11p.

Subject Terms: *SELF-organizing maps, *FLOODS, *ATMOSPHERIC circulation, *FLOODPLAINS, *SURFACE of the earth, *FLOOD forecasting, *CLIMATE extremes

Geographic Terms: NEW England, UNITED States

One class self-organizing maps with Monte Carlo permutation for gemstone classification using Raman spectroscopy.

Authors: Sricharoen, Nontawat Ekgasit, Sanong Thongnopkun, Pimthong et al.

Source: npj Heritage Science. 10/4/2025, Vol. 13 Issue 1, p1-15. 15p.

Subject Terms: *SELF-organizing maps, *RAMAN spectroscopy, *GEMS & precious stones, *DATABASES, *GARNET

Potential‐Vorticity Regimes Over the Eastern Mediterranean and Their Relation to Local Boundary Layer Profiles.

Authors: Berkovic, Sigalit Schloss, Ronit

Source: International Journal of Climatology. Oct2025, Vol. 45 Issue 12, p1-14. 14p.

Subject Terms: *BOUNDARY layer (Aerodynamics), *SELF-organizing maps, *VORTEX motion, *WEATHER, *GEOPOTENTIAL height, *ANTHROPOGENIC effects on nature

Geographic Terms: MEDITERRANEAN Region

Prediction of Secondary Structure Content of Proteins Using Raman Spectroscopy and Self-Organizing Maps.

Authors: Pinto Corujo, Marco Michal, Pavel Ang, Dale et al.

Source: Applied Spectroscopy. Oct2025, Vol. 79 Issue 10, p1497-1507. 11p.

Subject Terms: *RAMAN spectroscopy, *SELF-organizing maps, *SPECTRUM analysis, *PROTEINS, *BIOPHARMACEUTICS, *DATA analysis, *PROTEIN structure

Histogram self-organizing map for cluster detection and visualization.

Authors: Cabanes, Guénaël Bennani, Younès Rastin, Parisa

Source: Neural Computing & Applications. Oct2025, Vol. 37 Issue 28, p23447-23472. 26p.

Subject Terms: *HISTOGRAMS, *SELF-organizing maps, *PROBABILITY density function, *CLUSTERING algorithms, *DATA analysis, *DATA visualization

EV Charging Load Forecasting Based on Improved SOM Clustering and ECA‐LSTM‐SA Model.

Authors: Li, Jinyang Gao, Shan Xu, Maosheng

Source: IEEJ Transactions on Electrical & Electronic Engineering. Sep2025, p1. 10p. 14 Illustrations.

Subject Terms: *LOAD forecasting (Electric power systems), *SELF-organizing maps, *ELECTRIC power distribution grids, *ELECTRIC vehicle charging stations, *FORECASTING, *ELECTRIC vehicles

AI methods for enhancing and recognizing archaeological features in heterogeneous geophysical datasets.

Authors: Danese, Maria Sogliani, Francesca Sileo, Maria et al.

Source: Scientific Reports. 9/24/2025, Vol. 15 Issue 1, p1-19. 19p.

Subject Terms: *ARTIFICIAL intelligence, *SELF-organizing maps, *ARCHAEOLOGY, *GEOPHYSICAL surveys, *MAGNETIC field measurements, *GROUND penetrating radar, *GEOGRAPHIC spatial analysis, *IMAGE recognition (Computer vision)

SOMTreeNet: A Hybrid Topological Neural Model Combining Self-Organizing Maps and BIRCH for Structured Learning.

Authors: Doğan, Yunus¹ (AUTHOR)

Source: Mathematics (2227-7390). Sep2025, Vol. 13 Issue 18, p2958. 37p.

Subject Terms: *SELF-organizing maps, *MACHINE learning, *SELF-organizing systems, *CLUSTERING algorithms, *NEURAL computers, *DEEP learning

基于地理过程的土壤侵蚀分区模型构建与应用.

Alternate Title: Construction and application of a soil erosion regionalization model based on geographical processes.

Authors: 刘瑞祥 周艳兵 潘瑜春 et al.

Source: Transactions of the Chinese Society of Agricultural Engineering. Sep2025, Vol. 14 Issue 18, p132-139. 8p.

Subject Terms: *LONG short-term memory, *SELF-organizing maps, *K-means clustering, *SOIL classification, *BLACK cotton soil, *SOIL erosion, *EROSION

The Aitken Accelerated Gradient Algorithm for a Class of Dual‐Rate Volterra Nonlinear Systems Utilizing the Self‐Organizing Map Technique.

Authors: Wang, Junwei Xiong, Weili Ding, Feng

Source: International Journal of Robust & Nonlinear Control. 9/10/2025, Vol. 35 Issue 13, p5364-5379. 16p.

Subject Terms: *PARAMETER estimation, *SELF-organizing maps, *NONLINEAR systems, *ITERATIVE methods (Mathematics), *ALGORITHMS, *MATHEMATICAL models

Efficient streaming data clustering guided by self-refined organizing map.

Authors: Yin, Mei Tan, Zexi Zhang, Yunfan et al.

Source: International Journal of Wavelets, Multiresolution & Information Processing. Sep2025, p1. 28p.

Subject Terms: *CLUSTERING algorithms, *SELF-organizing maps, *MACHINE learning, *DATA mining, *REAL-time computing

Data Driven Model to Estimate Furrow Irrigation Sediment Loss in Western U.S.

Authors: King, Bradley A. Bjorneberg, David Prestwich, Clarence

Source: Journal of the ASABE. 2025, Vol. 68 Issue 5, p713-727. 15p.

Subject Terms: *FURROW irrigation, *SELF-organizing maps, *FLUID flow, *SOILS, *INFORMATION modeling, *KNOWLEDGE transfer, *SOIL erosion, WESTERN countries

Geographic Terms: WEST (U.S.), UNITED States

Probes of anomalous events at LHC with self-organizing maps.

Authors: Chowdhury, Shreecheta Chakraborty, Amit Dutta, Saunak

Source: European Physical Journal C -- Particles & Fields. Sep2025, Vol. 85 Issue 9, p1-13. 13p.

Subject Terms: *SELF-organizing maps, *LARGE Hadron Collider, *QUARK decay, *MACHINE learning, *PARTICLE decays, *HIGGS bosons, *OUTLIER detection, *PATTERN perception

Self-organizing maps for the detection and classification of natural nanoparticles, nanoparticle systems and engineered nanoparticles characterized using single particle ICP-time-of-flight-MS.

Authors: Cuss, C. W. Benedetti, M. F. Costamanga, Carla et al.

Source: JAAS (Journal of Analytical Atomic Spectrometry). Sep2025, Vol. 40 Issue 9, p2471-2486. 16p.

Subject Terms: *SELF-organizing maps, *NANOPARTICLES, *PATTERN perception, *ARTIFICIAL neural networks, *NANOPARTICLES analysis, *INDUCTIVELY coupled plasma mass spectrometry, *DATA analysis

Cross-temporal domain generalization approach combined with self-organizing-maps for classifying MODIS time series data.

Authors: Shibuya, Daniel H. Esquerdo, Júlio C.D.M. Werner, João P.S. et al.

Source: International Journal of Remote Sensing. Aug2025, Vol. 46 Issue 15, p5802-5831. 30p.

Subject Terms: *SELF-organizing maps, *RANDOM forest algorithms, *LAND use mapping, *REMOTE sensing, *CLASSIFICATION algorithms, *CONVOLUTIONAL neural networks

Geographic Terms: BRAZIL, MATO Grosso (Brazil : State)