-
Article
Open AccessValidation and refinement of cropland map in southwestern China by harnessing ten contemporary datasets
Accurate cropland map serves as the cornerstone of effective agricultural monitoring. Despite the continuous enrichment of remotely sensed cropland maps, pervasive inconsistencies have impeded their further ap...
-
Article
Tri-level attribute reduction based on neighborhood rough sets
Tri-level attribute reduction is an interesting topic that aims to reduce the data dimensionality from different levels and granularity perspectives. However, existing research exhibits limitations, mainly in ...
-
Article
Open AccessA 10-m annual grazing intensity dataset in 2015–2021 for the largest temperate meadow steppe in China
Map** grazing intensity (GI) using satellites is crucial for develo** adaptive utilization strategies according to grassland conditions. Here we developed a monitoring framework based on a paired sampling ...
-
Chapter and Conference Paper
Approximate Supplement-Based Neighborhood Rough Set Model in Incomplete Hybrid Information Systems
Incomplete hybrid information systems (IHISs) contain hybrid data (e.g., categorical data, numerical data) and incomplete data. With the development of big data, IHISs widely exist in various practical applica...
-
Article
Optimal scale selection based on three-way decisions with decision-theoretic rough sets in multi-scale set-valued decision tables
Optimal scale selection (OSS) is a fundamental topic in the studies of multi-scale decision tables (MSDTs). Multi-scale set-valued decision tables (MSSVDTs) widely exist in practical applications, and the attr...
-
Article
Hypoxia-responsive PPARGC1A/BAMBI/ACSL5 axis promotes progression and resistance to lenvatinib in hepatocellular carcinoma
Emerging evidence has indicated that peroxisome proliferator-activated receptor-gamma coactivator-1α (PPARGC1A) is involved in hepatocellular carcinoma (HCC). However, its detailed function and up- and downstr...
-
Article
Unsupervised feature selection based on incremental forward iterative Laplacian score
Feature selection facilitates intelligent information processing, and the unsupervised learning of feature selection has become important. In terms of unsupervised feature selection, the Laplacian score (LS) p...
-
Article
Constructing Robust Fuzzy Rough Set Models Based on Three-way Decisions
Fuzzy rough sets are an effective tool for dealing with uncertainty information. The theory of three-way decisions provides a method of decision-making, when a two-way decision may be difficult to make. In thi...
-
Article
A model of three-way approximation of intuitionistic fuzzy sets
A three-way approximation of a fuzzy set, as a generalization of the core and the support of the fuzzy set, provides a generalized qualitatively interpretation of a fuzzy set. An intuitionistic fuzzy set (IFS)...
-
Chapter and Conference Paper
A Blind Watermarking Scheme Using Adaptive Neuro-Fuzzy Inference System Optimized by BP Network and LS Learning Model
To maintain a trade-off between robustness and imperceptibility, as well as secure transmission of digital images over communication channels, a digital image blind watermarking scheme on the basis of adaptive...
-
Chapter and Conference Paper
Soft Set Approaches to Decision Making Problems
There are mainly two approaches applying soft set theory to decision making problems, namely, choice value based approach and comparison score based approach. Based on the analysis of these approaches, the mai...
-
Chapter and Conference Paper
Filtering E-Mail Based on Fuzzy Support Vector Machines and Aggregation Operator
How to filter emails is a problem for Internet users. Support vector machine (SVM) is a valid filtering emails method. As it is well known, there exists uncertainty in deciding the legitimate email by Internet...
-
Article
Linoleoyl-enriched triacylglycerol species increase in maternal liver during late pregnancy in the rat
In view of the previously reported changes in the fatty acid composition of maternal liver triacylglycerols in late pregnancy, changes in the composition of maternal liver triacylglycerol species were assessed...
