TY - JOUR
T1 - Cosine similarity measures of bipolar neutrosophic set for diagnosis of bipolar disorder diseases
AU - Abdel-Basset, Mohamed
AU - Mohamed, Mai
AU - Elhoseny, Mohamed
AU - Son, Le Hoang
AU - Chiclana, Francisco
AU - Zaied, Abd El Nasser H.
N1 - Publisher Copyright:
© 2019 Elsevier B.V.
PY - 2019/11
Y1 - 2019/11
N2 - Similarity plays a significant implicit or explicit role in various fields. In some real applications in decision making, similarity may bring counterintuitive outcomes from the decision maker's standpoint. Therefore, in this research, we propose some novel similarity measures for bipolar and interval-valued bipolar neutrosophic set such as the cosine similarity measures and weighted cosine similarity measures. The propositions of these similarity measures are examined, and two multi-attribute decision making techniques are presented based on proposed measures. For verifying the feasibility of proposed measures, two numerical examples are presented in comparison with the related methods for demonstrating the practicality of the proposed method. Finally, we applied the proposed measures of similarity for diagnosing bipolar disorder diseases.
AB - Similarity plays a significant implicit or explicit role in various fields. In some real applications in decision making, similarity may bring counterintuitive outcomes from the decision maker's standpoint. Therefore, in this research, we propose some novel similarity measures for bipolar and interval-valued bipolar neutrosophic set such as the cosine similarity measures and weighted cosine similarity measures. The propositions of these similarity measures are examined, and two multi-attribute decision making techniques are presented based on proposed measures. For verifying the feasibility of proposed measures, two numerical examples are presented in comparison with the related methods for demonstrating the practicality of the proposed method. Finally, we applied the proposed measures of similarity for diagnosing bipolar disorder diseases.
KW - Bipolar
KW - Bipolar disorder diseases
KW - Cosine similarity measure
KW - Multi-attribute decision making
UR - http://www.scopus.com/inward/record.url?scp=85074299137&partnerID=8YFLogxK
U2 - 10.1016/j.artmed.2019.101735
DO - 10.1016/j.artmed.2019.101735
M3 - Article
C2 - 31813487
AN - SCOPUS:85074299137
SN - 0933-3657
VL - 101
SP - 1
EP - 12
JO - Artificial Intelligence in Medicine
JF - Artificial Intelligence in Medicine
M1 - 101735
ER -