Crop type identification and spatial mapping using Sentinel-2 satellite data with focus on field-level information
Sign Up to like & getrecommendations! Published in 2020 at "Geocarto International"
DOI: 10.1080/10106049.2020.1805029
Abstract: Accurate monitoring of croplands helps in making decisions (for insurance claims, crop management and contingency plans) at the macro-level, especially in drylands where variability in cropping is ... read more here.
Keywords: spatial mapping; crop type; type identification; level ... See more keywords
Semi-Supervised Deep Learning for Cell Type Identification From Single-Cell Transcriptomic Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2022.3173587
Abstract: Cell type identification from single-cell transcriptomic data is a common goal of single-cell RNA sequencing (scRNAseq) data analysis. Deep neural networks have been employed to identify cell types from scRNAseq data with high performance. However,… read more here.
Keywords: cell; cell transcriptomic; type identification; single cell ... See more keywords
Study on Waste Type Identification Method Based on Bird Flock Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "Mathematical Problems in Engineering"
DOI: 10.1155/2020/9214350
Abstract: According to the waste type identification requirement in waste classification, a waste type identification method based on a bird flock neural network (BFNN) was proposed. The problem of obtaining the feature dataset of waste images… read more here.
Keywords: waste type; waste; method; type identification ... See more keywords
Unsupervised machine learning using 3D seismic data applied to reservoir evaluation and rock type identification
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DOI: 10.1190/int-2020-0108.1
Abstract: Net reservoir discrimination and rock type identification play vital roles in determining reservoir quality, distribution, and identification of stratigraphic baffles for optimizing drilling plans and economic petroleum recovery. Although it is challenging to discriminate small… read more here.
Keywords: rock type; reservoir; type identification; rock ... See more keywords
Digital Cell Sorter (DCS): a cell type identification, anomaly detection, and Hopfield landscapes toolkit for single-cell transcriptomics
Sign Up to like & getrecommendations! Published in 2021 at "PeerJ"
DOI: 10.7717/peerj.10670
Abstract: Motivation Analysis of singe cell RNA sequencing (scRNA-seq) typically consists of different steps including quality control, batch correction, clustering, cell identification and characterization, and visualization. The amount of scRNA-seq data is growing extremely fast, and… read more here.
Keywords: scrna seq; type identification; cell; cell type ... See more keywords