Quarterly Publication
Original Article
Toward prediction of entrepreneurial exit in Iran; a study based on GEM 2008-2019 data and approach of machine learning algorithms

Masoumeh Moterased; Seyed Mojtaba Sajadi; Ali Davari; Mohammad Reza Zali

Volume 1, Issue 3 , September 2021, Pages 111-127


  This study discusses the prediction model of Entrepreneurial Exit from Entrepreneurial Perceptions, acquired the data from the Global Entrepreneurship Monitor's (GEM) database in 2008-2019. Some essential indicators include Opportunity Perception, Fear of Failure, Capability Perception, Role Model, and ...  Read More

Original Article
Using machine learning-based models for personality recognition

Fatemeh Mohades Deilami; Hossein Sadr; Mozhdeh Nazari

Volume 1, Issue 3 , September 2021, Pages 128-139


  Personality can be defined as the combination of behavior, emotion, motivation, and thoughts that aim at describing various aspects of human behavior based on a few stable and measurable characteristics. Considering the fact that our personality has a remarkable influence in our daily life, automatic ...  Read More

Original Article
Credit card fraud detection through machine learning algorithm

Agyan Panda; Bharath Yadlapalli; Zhi Zhou

Volume 1, Issue 3 , September 2021, Pages 140-145


  Every year, millions of dollars are lost due to fraudulent credit card transactions. To help fraud investigators, more algorithms are turning to powerful machine learning methodologies. Designing fraud detection algorithms is particularly difficult because to the non-stationary distribution of data, ...  Read More

Original Article
Finding projection in the two-stage supply chain in DEA-R with random data using (CRA) model

Mohammad Reza Mozaffari; Sahar Ostovan

Volume 1, Issue 3 , September 2021, Pages 146-155


  Data envelopment analysis based on mathematical programming for decision-making units determines the efficiency score in addition to the projection of inefficient DMUs on the efficient frontier. Centralized Allocation Resource (CRA) with a two-stage linear programming model captures the projection of ...  Read More

Original Article
A comment on "a novel parametric ranking method for intuitionistic fuzzy numbers"

Roohollah Abbasi Shureshjani; Bita Shakouri

Volume 1, Issue 3 , September 2021, Pages 156-160


  This note shows that the parametric ranking method proposed by Darehmiraki [M. Darehmiraki, A novel parametric ranking method for intuitionistic fuzzy numbers, Iranian Journal of Fuzzy Systems, 16(1) (2019), 129-143] is not correct. By two appropriate examples, we show that the developed index for ranking ...  Read More

Original Article
Efficient energy consumption in smart buildings using personalized NILM-based recommender system

Fatemeh Taghvaei; Ramin Safa

Volume 1, Issue 3 , September 2021, Pages 161-169


  As the construction sector accounts for the highest energy consumption worldwide, new solutions must be offered in buildings through the adoption of energy-efficient techniques. The main factors involved in energy consumption and residents' behaviors patterns considering environmentally-friendly lifestyle ...  Read More