In practical applications, there generally exist incomplete hybrid data with heterogeneous and missing features. The complex structures and the fast update ...

Tackle dynamic incomplete hybrid data based on three-way decision theory. •. A Three-Way Neighborhood Decision Model (TWNDM) is proposed. •. Matrix-based ...

Jun 2, 2022 · Aiming to address the above multi-dimensional dynamic variations in data values and object sets under mixed incomplete data, this paper studies ...

Nov 21, 2024 · [20] proposed an incremental approach for updating probabilistic rough approximations, i.e., positive, boundary and negative regions, with the ...

A hybrid method for traffic flow forecasting using multimodal deep learning · Updating three-way decisions in incomplete multi-scale information systems.

Nov 18, 2022 · We propose a method for updating three-way decisions for two situations, namely, the objects vary, and the attribute values of an object vary.

Feb 28, 2023 · To efficiently cope with the concept uncertainty, a dynamic neighborhood stream three-way decisions algorithm for incomplete hybrid information ...

Oct 22, 2024 · (2020) proposed a three-way clustering algorithm based on neighborhood rough sets for incomplete and attribute-related random large sample data; ...

Feb 6, 2024 · 2020b) combined 3WD with incremental algorithm to discuss the three-way neighborhood model based upon dynamic incomplete mixed data. (Zhang et ...

Dec 20, 2024 · Dynamic three-way neighborhood decision model for multi-dimensional variation of incomplete hybrid data. Inf Sci. 2022;597:358–91. Article ...