TY - GEN
T1 - Application of Artificial Neural Network (ANN) in the Estimation of Financial Ratios
T2 - International Conference on Cyber Security, Privacy and Networking, ICSPN 2022
AU - Ateeq, Karamath
AU - Gaytan, Jesus Cuauhtemoc Tellez
AU - Rafiuddin, Aqila
AU - Shen, Chien wen
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2023
Y1 - 2023
N2 - Performance Evaluation provides details to all the stake holders and supports the life of the organization. There are various measures and magnitudes to understand and measure the current status ad predicts the future. Research on the applications of Financial ratios have been widely explored in terms of statistical applications. This study explores and applies Artificial intelligence (AI) in predicting by means of Artificial Neural Networks, Support Vector Regression, and linear regression. Investigates to support the technicalities with the decision support system architecture. The research methodology mainly consists of four steps broadly aligning with the knowledge discovery process in artificial intelligence. In addition, the paper directs future research towards artificial intelligence applications in predictive analytics, accounting and finance fields.
AB - Performance Evaluation provides details to all the stake holders and supports the life of the organization. There are various measures and magnitudes to understand and measure the current status ad predicts the future. Research on the applications of Financial ratios have been widely explored in terms of statistical applications. This study explores and applies Artificial intelligence (AI) in predicting by means of Artificial Neural Networks, Support Vector Regression, and linear regression. Investigates to support the technicalities with the decision support system architecture. The research methodology mainly consists of four steps broadly aligning with the knowledge discovery process in artificial intelligence. In addition, the paper directs future research towards artificial intelligence applications in predictive analytics, accounting and finance fields.
KW - Artificial intelligence
KW - Business intelligence
KW - Predictive analytics
KW - Profitability ratios
KW - Risk ratios
UR - http://www.scopus.com/inward/record.url?scp=85149699127&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-22018-0_36
DO - 10.1007/978-3-031-22018-0_36
M3 - 會議論文篇章
AN - SCOPUS:85149699127
SN - 9783031220173
T3 - Lecture Notes in Networks and Systems
SP - 374
EP - 383
BT - International Conference on Cyber Security, Privacy and Networking, ICSPN 2022
A2 - Nedjah, Nadia
A2 - Martínez Pérez, Gregorio
A2 - Gupta, B.B.
PB - Springer Science and Business Media Deutschland GmbH
Y2 - 9 September 2021 through 11 September 2021
ER -