Measuring financial performance of Indian manufacturing firms: application of decision tree algorithms

M RL, AK Mishra - Measuring Business Excellence, 2022 - emerald.com
Purpose Determining the relevant information using financial measures is of great interest
for various stakeholders to analyze the performance of the firm. This paper aims at …

Measuring firm performance using financial ratios: A decision tree approach

D Delen, C Kuzey, A Uyar - Expert systems with applications, 2013 - Elsevier
Determining the firm performance using a set of financial measures/ratios has been an
interesting and challenging problem for many researchers and practitioners. Identification of …

Best proxy to determine firm performance using financial ratios: A CHAID approach

M Yousaf, SK Dey - Review of Economic Perspectives, 2022 - sciendo.com
The main purpose of this study is to investigate the best predictor of firm performance among
different proxies. A sample of 287 Czech firms was taken from automobile, construction, and …

Predicting financial failure using decision tree algorithms: an empirical test on the manufacturing industry at Borsa Istanbul

N Ocal, MK Ercan, E Kadioglu - International Journal of Economics …, 2015 - papers.ssrn.com
This study aims to develop a model using C5. 0 and CHAID decision tree algorithms to
estimate the financial failure and/or success of a given manufacturing company. Within the …

A decision support model for financial performance evaluation of listed companies in the Vietnamese retailing industry

PH NGUYEN, JF TSAI, VT NGUYEN… - The Journal of Asian …, 2020 - koreascience.kr
This paper aims to propose a Comprehensive Decision Support Model to evaluate retail
companies' financial performance traded on the Vietnam Stock Exchange Market. The …

[HTML][HTML] Predicting financial performance for listed companies in Thailand during the transition period: A class-based approach using logistic regression and random …

P Supsermpol, S Thajchayapong… - Journal of Open …, 2023 - Elsevier
This study presents a class-based approach developed to evaluate the financial
performance of companies that have undergone public listing on the stock market. By …

An integrated fuzzy DEMATEL-TOPSIS approach for financial performance evaluation of GREENEX industries

S Visalakshmi, P Lakshmi… - International …, 2015 - inderscienceonline.com
In the global market scenario, organisations are implementing green concepts to attain
competitive advantages. A precise financial evaluation is imperative in this region to …

A decision making framework for comparing sales and operational performance of firms in emerging market

S Biswas, G Bandyopadhyay… - … of Knowledge-based …, 2022 - content.iospress.com
Sales and operations planning translates the requirements of the customers at the market
place (related to new and/or existing products and services) into actionable tactical plans to …

A hybrid unsupervised learning and multi-criteria decision making approach for performance evaluation of Indian banks

S Laha, S Biswas - Accounting, 2019 - growingscience.com
Efficient and stable performance of the banking system underpins sustainable growth of any
economy. Of late, several economic reforms have been initiated in India for facilitating …

Financial performance evaluation of seven Indian chemical companies

P Anthony, B Behnoee, M Hassanpour… - … in Management and …, 2019 - dmame-journal.org
Financial appraises creates a prominent media for giving advice in the expansion,
development of any society as well as its role in forbearance and stamina in depletion and …