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A review of sequential three-way decision and multi-granularity learning
The concept of three-way decision, interpreted and described as thinking, problem solving,
and information processing in “threes”, has been widely studied and applied in machine …
and information processing in “threes”, has been widely studied and applied in machine …
Information granules-based long-term forecasting of time series via BPNN under three-way decision framework
As a significant issue in the machine learning field, the long-term forecasting of time series
has aroused extensive attention from academia and industry. Specifically, transforming time …
has aroused extensive attention from academia and industry. Specifically, transforming time …
NTP-Miner: Nonoverlap** three-way sequential pattern mining
Nonoverlap** sequential pattern mining is an important type of sequential pattern mining
(SPM) with gap constraints, which not only can reveal interesting patterns to users but also …
(SPM) with gap constraints, which not only can reveal interesting patterns to users but also …
[HTML][HTML] Wavelet-based neural network with genetic algorithm optimization for generation prediction of PV plants
In order to solve the problem of uncertainty of photovoltaic power generation forecast, the
prediction accuracy of photovoltaic power station power generation is further improved. In …
prediction accuracy of photovoltaic power station power generation is further improved. In …
HANP-Miner: High average utility nonoverlap** sequential pattern mining
Nonoverlap** sequential pattern mining (SPM) is a data analysis task, which aims at
identifying repetitive sequential patterns with gap constraint in a set of discrete sequences …
identifying repetitive sequential patterns with gap constraint in a set of discrete sequences …
BTWM-HF: A behavioral three-way multi-attribute decision-making method with hesitant fuzzy information
Three-way decision (TWD) theory offers a novel paradigm for solving hesitant fuzzy multi-
attribute decision-making problems. However, many existing TWD approaches follow the …
attribute decision-making problems. However, many existing TWD approaches follow the …
NetNMSP: Nonoverlap** maximal sequential pattern mining
Nonoverlap** sequential pattern mining, as a kind of repetitive sequential pattern mining
with gap constraints, can find more valuable patterns. Traditional algorithms focused on …
with gap constraints, can find more valuable patterns. Traditional algorithms focused on …
Three-way decision method based on triangular norms in incomplete information systems and its applications in medical diagnosis
Y Tang, J Qiao - Applied Soft Computing, 2024 - Elsevier
Three-way decision, as an extension of traditional two-way decision, was proposed by Yao
in 2009, which can effectively avoid unnecessary losses caused by incorrect decisions in the …
in 2009, which can effectively avoid unnecessary losses caused by incorrect decisions in the …
STWD-SFNN: Sequential three-way decisions with a single hidden layer feedforward neural network
The three-way decisions strategy has been employed to construct network topology in a
single hidden layer feedforward neural network (SFNN). However, this model has a general …
single hidden layer feedforward neural network (SFNN). However, this model has a general …
Blockchain-based collaborative data analysis framework for distributed medical knowledge extraction
To ensure the privacy preservation and transparent use of regulated medical big data at
decentralized and distributed medical institutions, this paper proposes a blockchain-based …
decentralized and distributed medical institutions, this paper proposes a blockchain-based …