Why is "Self-organizing map" trending?

Search Interest Perspective

• Linking mixtures of air pollution exposures and preterm birth with a self-organizing map - Nature
• Investigation of drivers’ visual attributes in highway entrance zones utilizing Self-Organizing Mapping neural network - Nature
• Applying SOM Cluster Analysis With Iterative Refinement to Infer Lithology Units in Eastern Victoria, Australia - AGU Publications
• Using Self-Organizing Map To Bolster Retrieval-Augmented Generation In Large Language Models - Towards Data Science
• Analysis of Seismic Activity Using Self-Organizing Map: Implications for Earthquake Prediction - Springer Nature Link
• Self Organizing Maps Explained - Built In
• Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) - The Association for the Advancement of Artificial Intelligence
• A procedure for rule extraction from a Self-Organising plasma disruption predictor for JET - Nature
• Self-Organizing Maps (SOM): What are they and how to use them? - Liora
• Facies classification and channel detection for reservoir characterization using self-organizing maps in geologically complex Groningen gas field, the Netherlands - Nature
• Smart irrigation system and early plant disease detection using IoT and novel non-linear growing self-organizing map based artificial neural network - Nature
• Uncovering urban morphology and environmental interactions of small towns using self organizing maps in Qinba Mountains of Southern Shaanxi China - Nature
• Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress | Scientific Reports - Nature
• Optimization of dried garlic physicochemical properties using a self-organizing map and the development of an artificial intelligence prediction model - Nature
• Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures - Nature
• Implementing in-situ self-organizing maps with memristor crossbar arrays for data mining and optimization - Nature
• A novel approach combining self-organizing map and parallel factor analysis for monitoring water quality of watersheds under non-point source pollution - Nature
• Novel computational model of gastrula morphogenesis to identify spatial discriminator genes by self-organizing map (SOM) clustering | Scientific Reports - Nature
• Tracing groundwater nitrate sources in an intensive agricultural region integrated of a self-organizing map and end-member mixing model tool - Nature
• Unsupervised self-organising map classification of Raman spectra from prostate cell lines uncovers substratified prostate cancer disease states - Nature
• Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance - Nature
• Understanding Self-Organising Map Neural Network with Python Code - Towards Data Science
• Efficient joint resource allocation using self organized map based Deep Reinforcement Learning for cybertwin enabled 6G networks - Nature
• Self-Organising Map Based Framework for Investigating Accounts Suspected of Money Laundering - Frontiers
• On the use of self‐organizing maps for studying climate extremes - AGU Publications
• Unsupervised Learning Series -Exploring Self-Organizing Maps - Towards Data Science
• Uncovering subtype-specific metabolic signatures in breast cancer through multimodal integration, attention-based deep learning, and self-organizing maps - Nature
• Integrating spatial clustering and multi-source geospatial data for comprehensive geological hazard modeling in Hunan Province - Nature
• A robust video zero-watermarking based on deep convolutional neural network and self-organizing map in polar complex exponential transform domain - Springer Nature Link
• Quantifying finer-scale behaviours using self-organising maps (SOMs) to link accelerometery signatures with behavioural patterns in free-roaming terrestrial animals - Nature
• Analyzing cropland fragmentation evolution and driving mechanisms in Shandong through MSPA and landscape metrics integration - Nature
• Spatial pattern of groundwater chemistry in a typical piedmont plain of Northern China driven by natural and anthropogenic forces - Nature
• Self-Organizing Maps-based ocean currents forecasting system - Nature
• New Insight into Microbial Communities in Anoxic Sediments - NASA Astrobiology (.gov)
• Comparison of hierarchical clustering and neural network clustering: an analysis on precision dominance - Nature
• Single-station analysis of Campi Flegrei (Italy) seismic signals using multiscale entropy and unsupervised learning - Nature
• Increasing water vapor transport to the Greenland Ice Sheet revealed using self-organizing maps - AGU Publications
• Identification of sarcomatoid differentiation in renal cell carcinoma by machine learning on multiparametric MRI - Nature
• Application of machine learning in soil heavy metals pollution assessment in the southeastern Tibetan plateau - Nature
• Using machine learning to predict processes and morphometric features of watershed - Nature
• West Florida Shelf and Dry Tortugas Impact Gulf of Mexico Loop Current - National Centers for Coastal Ocean Science (.gov)
• Cross-sectional metabolic subgroups and 10-year follow-up of cardiometabolic multimorbidity in the UK Biobank - Nature
• Possible Origins of the Complex Topographic Organization of Motor Cortex: Reduction of a Multidimensional Space onto a Two-Dimensional Array - Journal of Neuroscience
• Korean Artificial Intelligence set to revolutionize treatment of emerging contaminants in water - Smart Water Magazine
• Visual Sorting with Machine Learning - Towards Data Science
• Practical application of self-organizing maps to interrelate biodiversity and functional data in NGS-based metagenomics - Nature
• Cluster Head Selection in Device to Device (D2D) Communication Based on Weighted Network Performance Factor - European Open Science
• Harvard Developed AI Identifies the Shortest Path to Human Happiness - SciTechDaily
• How artificial intelligence could help predict major forest fires - Canadian Geographic
• These marsupials are so horny they've become an endangered species - Boing Boing
• AI Developed by Harvard University May Have Found the Quickest Path to Happiness in Humans - TechEBlog -
• Fighting Fire With Data - University of Alberta
• UP scientists develop AI model to predict tropical cyclone rainfall - GMA Network