The effectiveness of three-way classification with interpretable perspective

D Liu - Information Sciences, 2021 - Elsevier
… In order to extend the PRS model to more generalized issues such as classification
problem, we adopt the following four evaluation metrics to evaluate the performance of …

Three-way decision model with two types of classification errors

Q Zhang, D Xia, G Wang - Information Sciences, 2017 - Elsevier
three-way decisions, the three-way decision rough set model … The three-way decision rough
set model is derived from the … Since three-way decisions with decision-theoretic rough sets …

Three-way decisions based blocking reduction models in hierarchical classification

W Shen, Z Wei, Q Li, H Zhang, D Miao - Information Sciences, 2020 - Elsevier
… In this paper, we proposed a three-way decision based hierarchical classification model (TriHC)
to alleviate the blocking problem. The TriHC model learns category relations to rebuild …

A sequential three-way classification model based on risk preference and decision correction

P Liang, W Cao, J Hu - Applied Soft Computing, 2023 - Elsevier
three-way decision (S3WD) model, which merges three-way decisions and granular computing,
is increasingly crucial in classification… actions in the S3WD model. Furthermore, decision …

A three-way classification with fuzzy decision trees

X Han, X Zhu, W Pedrycz, Z Li - Applied Soft Computing, 2023 - Elsevier
… is to propose a three-way classification mechanism through … to be applied to the classification
results. The developed mechanism … tree models, and the main idea of three-way decisions. …

A new classification and ranking decision method based on three-way decision theory and TOPSIS models

K Zhang, J Dai, J Zhan - Information Sciences, 2021 - Elsevier
… on three-way decision models. First of all, for two types of fuzzy concepts with opposite
characteristics, we establish the corresponding three-way decision models… , the classification and …

[图书][B] Three-way classification models

X Deng - 2015 - search.proquest.com
… on classification models based on the theory of three-way decisions. An analysis of probabilistic
two-way classifications … In contrast, the probabilistic three-way classifications can obtain …

Enhancing binary classification by modeling uncertain boundary in three-way decisions

Y Li, L Zhang, Y Xu, Y Yao, RYK Lau… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
… a three-way decision model for dealing with the uncertain boundary to improve the binary text
classification … in the whole classification process: ‘two-way to three-way’ and ‘three-way to …

Three-way enhanced convolutional neural networks for sentence-level sentiment classification

Y Zhang, Z Zhang, D Miao, J Wang - Information Sciences, 2019 - Elsevier
… of three-way decisions, we proposed a three-way enhanced convolutional neural network
model … Afterwards, we use another classification model to reclassify the instances in boundary …

Generalized multigranulation sequential three-way decision models for hierarchical classification

J Qian, C Hong, Y Yu, C Liu, D Miao - Information Sciences, 2022 - Elsevier
… hierarchical multi-granulation sequential three-way decision model. More specifically, we
firstly … three-way decision models by combining multi-granularity and sequential three-way