Rigorous 3-dimensional spectral data activity relationship approach modeling strategy for ToxCast estrogen receptor data classification, validation, and feature extraction.
Sign Up to like & getrecommendations! Published in 2017 at "Environmental toxicology and chemistry"
DOI: 10.1002/etc.3578
Abstract: The estrogenic potential (expressed as a score composite of 18 high throughput screening bioassays) of 1528 compounds from the ToxCast database was modeled by a 3-dimensional spectral data activity relationship approach (3D-SDAR). Due to a… read more here.
Keywords: spectral data; activity relationship; data activity; dimensional spectral ... See more keywords
Constructing KMS states from infinite-dimensional spectral triples
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Geometry and Physics"
DOI: 10.1016/j.geomphys.2019.05.006
Abstract: We construct KMS-states from Li1-summable semifinite spectral triples and show that in several important examples the construction coincides with well-known direct constructions of KMS-states for naturally defined flows. Under further summability assumptions the constructed KMS-state… read more here.
Keywords: kms states; constructing kms; states infinite; spectral triples ... See more keywords
Interpretable salinization estimation model for Dongying City based on integrated multi-dimensional spectral indices with XGBoost-driven transformations
Sign Up to like & getrecommendations! Published in 2025 at "Geomatics, Natural Hazards and Risk"
DOI: 10.1080/19475705.2025.2556957
Abstract: Abstract Against the backdrop of intensifying global climate change and anthropogenic activities, soil salinization is becoming increasingly severe, posing a significant threat to agricultural production and sustainable development. This study collected sample data from Dongying… read more here.
Keywords: salinization; spectral indices; dimensional spectral; dongying city ... See more keywords
Two-Dimensional Spectral Representation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3343909
Abstract: In this article, a two-dimensional (2-D) spectral representation is proposed for the visualization and classification of hyperspectral images (HSIs). First, several sequence data processing methods, i.e., Gramian angular field (GAF) algorithm, Markov transition field (MTF),… read more here.
Keywords: classification; field; representation; dimensional spectral ... See more keywords