The theory of three-way decision is about a philosophy of thinking in threes, a methodology of working with threes, and a mechanism of processing in threes. We approach a whole …
Y Yao - International Journal of Machine Learning and …, 2020 - Springer
The underlying philosophy of three-way decision is thinking in threes, namely, understanding and processing a whole through three distinct and related parts. One can …
Y Yao - International Journal of Approximate Reasoning, 2018 - Elsevier
Based on results from cognitive science, this paper examines the two fields of three-way decision and granular computing, as well as their interplay. The ideas from one field shed …
Y Yao - International Journal of Approximate Reasoning, 2022 - Elsevier
By applying the principles of three-way decision as thinking in threes, in this paper I introduce a conceptual model of data science in three steps. First, I examine examples of …
A trisecting-and-acting model explains three-way decisions (3WD) in terms of two basic tasks. One task is to divide a universal set into three pair-wise disjoint regions called a …
A theory of three-way decision concerns the art, science, and practice of thinking, problem solving, and information processing in threes. It explores the effective uses of triads of three …
Abstract Ideas of three-way decisions proposed by Yao come from rough sets. It is well known that there are three basic elements in three-way decisions theory, which are ordered …
K Frankish - Philosophy Compass, 2010 - Wiley Online Library
Dual‐process theories hold that there are two distinct processing modes available for many cognitive tasks: one (type 1) that is fast, automatic and non‐conscious, and another (type 2) …
Y Wang, P Liu, Y Yao - Information sciences, 2022 - Elsevier
Abstract TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) uses a pair of a positive ideal solution and a negative ideal solution as two reference points to rank a set …