Modeling corporate entrepreneurship success with ANFIS

作者: Reza Kiani Mavi , Neda Kiani Mavi , Mark Goh

DOI: 10.1007/S12351-015-0223-8

关键词:

摘要: Albeit the application of Adaptive Neuro-Fuzzy Inference System (ANFIS) in many real world problems, it is not used entrepreneurship studies. The aim this paper to develop an ANFIS model forecasting corporate (CE) success at industrial organizations. A conceptual consisting critical factors (motivations) and failure (barriers) CE proposed. 11 experts (academic industrial) validated with help rules. 464 MBA graduates who are working organizations have participated research. For sake ANFIS, data was divided into two groups (training checking). Findings reveal that testing error training 0.057103 checking 0.03342. So that, developed fuzzy inference system has best applicability predictability for success.

参考文章(85)
Concepción Román, Emilio Congregado, José María Millán, Start-up incentives: Entrepreneurship policy or active labour market programme? Journal of Business Venturing. ,vol. 28, pp. 151- 175 ,(2013) , 10.1016/J.JBUSVENT.2012.01.004
F Cebeci, FUZZY AHP-BASED DECISION SUPPORT SYSTEM FOR SELECTING ERP SYSTEMS IN TEXTILE INDUSTRY BY USING BALANCED SCORECARD EXPERT SYSTEMS WITH APPLICATIONS. ,vol. 36, pp. 8900- 8909 ,(2009)
Krista B. Lewellyn, Maureen I. Muller-Kahle, A configurational approach to understanding gender differences in entrepreneurial activity: a fuzzy set analysis of 40 countries International Entrepreneurship and Management Journal. ,vol. 12, pp. 765- 790 ,(2016) , 10.1007/S11365-015-0366-3
Donald F. Kuratko, Michael H. Morris, Entrepreneurship and Leadership ,(2013)
Donald F Kuratko, None, Corporate Entrepreneurship: An Introduction and Research Review Handbook of entrepreneurship research: an interdisciplinary survey and introduction, 2011, ISBN 978-1-4614-1203-8, págs. 129-163. pp. 129- 163 ,(2010) , 10.1007/978-1-4419-1191-9_6
Broto R. Bhardwaj, Sushil, Internal environment for corporate entrepreneurship Journal of Chinese Entrepreneurship. ,vol. 4, pp. 70- 87 ,(2012) , 10.1108/17561391211200948
Pablo Muñoz, Ewald Kibler, Institutional complexity and social entrepreneurship: A fuzzy-set approach ☆ Journal of Business Research. ,vol. 69, pp. 1314- 1318 ,(2016) , 10.1016/J.JBUSRES.2015.10.098
Magesh kumar, Pradeep P, Stalin John, Amal Raj, Ananda kumar, Neural Network Modelling of TDS Concentrations in Cauvery River Water, Tamilnadu, India International Journal of Applied Science and Engineering Research. ,vol. 1, pp. 739- 746 ,(2012) , 10.6088/IJASER.0020101074