A Novel Fuzzy Random Forest Model for Meteorological Drought Classification and Prediction in Ungauged Catchments
Sign Up to like & getrecommendations! Published in 2020 at "Pure and Applied Geophysics"
DOI: 10.1007/s00024-020-02609-7
Abstract: This paper presents a new tree-based model, namely Fuzzy Random Forest (FRF), for one month ahead Standardized Precipitation Evapotranspiration Index (SPEI) classification and prediction with a noteworthy application in ungauged catchments. The proposed FRF model… read more here.
Keywords: random forest; model; classification; classification prediction ... See more keywords
Style classification and prediction of residential buildings based on machine learning
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Asian Architecture and Building Engineering"
DOI: 10.1080/13467581.2020.1779728
Abstract: ABSTRACT Architectural style positioning is an important part in the process of residential building design and project planning. However, in practice, due to the complexity and ambiguity of styles, style positioning often relies more on… read more here.
Keywords: classification; prediction residential; based machine; classification prediction ... See more keywords
Power System Fault Classification and Prediction Based on a Three-Layer Data Mining Structure
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3034365
Abstract: In traditional fault diagnosis methods in power systems, it is difficult to accurately classify and predict the types of faults. With the emergence of big data technology, the fault classification and prediction methods based on… read more here.
Keywords: data mining; fault classification; prediction; classification prediction ... See more keywords
Classification and prediction model of ginseng year based on visible-near infrared spectroscopy and machine learning
Sign Up to like & getrecommendations! Published in 2025 at "Optical Engineering"
DOI: 10.1117/1.oe.64.6.064101
Abstract: Abstract. Ginseng has the capability to modulate the immune system and augment the human body’s resistance. As a Chinese medicinal herb, it possesses substantial nutritional value. Accurate identification of ginseng’s cultivation year is of considerable… read more here.
Keywords: spectroscopy; year; classification prediction; ginseng ... See more keywords
A Neuro-fuzzy approach for user behaviour classification and prediction
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Cloud Computing"
DOI: 10.1186/s13677-019-0144-9
Abstract: Big data and cloud computing technology appeared on the scene as new trends due to the rapid growth of social media usage over the last decade. Big data represent the immense volume of complex data… read more here.
Keywords: fuzzy approach; classification; neuro fuzzy; user behaviour ... See more keywords
A study on the classification and prediction of firefighter’s operational fatigue level
Sign Up to like & getrecommendations! Published in 2025 at "PLOS One"
DOI: 10.1371/journal.pone.0323911
Abstract: Firefighting operations in high-rise building fires require firefighters to navigate complex environments while undertaking physically demanding, heavy-load tasks, which often lead to severe fatigue, impairing their operational efficiency and decision-making. This study aims to develop… read more here.
Keywords: classification; fatigue; level; classification prediction ... See more keywords
The Classification and Prediction of Ferroptosis-Related Genes in ALS: A Pilot Study
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.919188
Abstract: Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease characterized by progressive muscle paralysis, which is followed by degeneration of motor neurons in the motor cortex of the brainstem and spinal cord. The etiology of sporadic… read more here.
Keywords: classification prediction; ferroptosis related; analysis; gene ... See more keywords
Conotoxins: Classification, Prediction, and Future Directions in Bioinformatics
Sign Up to like & getrecommendations! Published in 2025 at "Toxins"
DOI: 10.3390/toxins17020078
Abstract: Conotoxins, a diverse family of disulfide-rich peptides derived from the venom of Conus species, have gained prominence in biomedical research due to their highly specific interactions with ion channels, receptors, and neurotransmitter systems. Their pharmacological… read more here.
Keywords: classification; conotoxins classification; prediction; prediction future ... See more keywords
Classification and Prediction of Skyrmion Material Based on Machine Learning
Sign Up to like & getrecommendations! Published in 2023 at "Research"
DOI: 10.34133/research.0082
Abstract: The discovery and study of skyrmion materials play an important role in basic frontier physics research and future information technology. The database of 196 materials, including 64 skyrmions, was established and predicted based on machine… read more here.
Keywords: classification prediction; machine learning; based machine; skyrmion ... See more keywords
SVM Based Classification and Prediction System for Gastric Cancer Using Dominant Features of Saliva
Sign Up to like & getrecommendations! Published in 2019 at "Nano Biomedicine and Engineering"
DOI: 10.5101/nbe.v12i1.p1-13
Abstract: Machine learning techniques are widely used for the diagnosis of cancers. In this study, we proposed a classification and prediction system for the diagnosis of gastric cancer based on saliva samples. Gastric cancer (GC) is… read more here.
Keywords: prediction system; gastric cancer; svm based; classification prediction ... See more keywords