Search Results - "Zoynul Abedin, Mohammad"

A Profit Function-Maximizing Inventory Backorder Prediction System Using Big Data Analytics by Hajek, Petr, Abedin, Mohammad Zoynul

“…Inventory backorder prediction is widely recognized as an important component of inventory models. However, backorder prediction is traditionally based on…”
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Combining weighted SMOTE with ensemble learning for the class-imbalanced prediction of small business credit risk by Abedin, Mohammad Zoynul, Guotai, Chi, Hajek, Petr, Zhang, Tong

“…In small business credit risk assessment, the default and nondefault classes are highly imbalanced. To overcome this problem, this study proposes an extended…”
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A novel customer churn prediction model for the telecommunication industry using data transformation methods and feature selection by Sana, Joydeb Kumar, Abedin, Mohammad Zoynul, Rahman, M Sohel, Rahman, M Saifur

“…Customer churn is one of the most critical issues faced by the telecommunication industry (TCI). Researchers and analysts leverage customer relationship…”
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A novel customer churn prediction model for the telecommunication industry using data transformation methods and feature selection by Joydeb Kumar Sana, Mohammad Zoynul Abedin, M Sohel Rahman, M Saifur Rahman

“…Customer churn is one of the most critical issues faced by the telecommunication industry (TCI). Researchers and analysts leverage customer relationship…”
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Does natural resource curse in finance exist in Africa? Evidence from spatial techniques by Nurmakhanova, Mira, Elheddad, Mohamed, Alfar, Abdelrahman J.K., Egbulonu, Alloysius, Zoynul Abedin, Mohammad

“…This paper aims to examine the relationship between financial development and natural resources. By using panel data of 20 selected African countries from 1995…”
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A Systematic Review of Blockchain Applications by Sunny, Farhana Akter, Hajek, Petr, Munk, Michal, Abedin, Mohammad Zoynul, Satu, Md. Shahriare, Efat, Md. Iftekharul Alam, Islam, Md. Jahidul

“…For this study, the researchers conducted a systematic literature review to answer complex questions about the field of blockchain technology. We used an…”
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Tax Default Prediction Using Feature Transformation-Based Machine Learning by Abedin, Mohammad Zoynul, Chi, Guotai, Uddin, Mohammed Mohi, Satu, Md. Shahriare, Khan, Md. Imran, Hajek, Petr

“…This study proposes to address the economic significance of unpaid taxes by using an automatic system for predicting a tax default. Too little attention has…”
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The Impact of Monetary Policy Shocks on Corporate Dynamic Investment Activity With Financial Heterogeneity by Aktar, Mahbuba, Abedin, Mohammad Zoynul, Gupta, Anupam Das

“…This article assesses the differential reactions of firms’ investment to monetary policy shocks based on various financial heterogeneity measures, such as…”
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Does a search attention index explain portfolio returns in India? by Munusamy Dharani, M. Kabir Hassan, Mohammad Zoynul Abedin, Mohd Adib Ismail

“…Employing asset-pricing models over the period 2012 to 2017, this study examines whether a search attention index (SAI) explains the variation in the weekly…”
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Modeling credit approval data with neural networks: an experimental investigation and optimization by Guotai, Chi, Abedin, Mohammad Zoynul, Moula, Fahmida–E

“…This study proposes an investigation and optimization of Multi-Layer Perceptron (MLP) based artificial neural networks (ANN) credit prediction model, combine…”
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Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework by Hajek, Petr, Abedin, Mohammad Zoynul, Sivarajah, Uthayasankar

“…Mobile payment systems are becoming more popular due to the increase in the number of smartphones, which, in turn, attracts the interest of fraudsters. Extant…”
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Product backorder prediction using deep neural network on imbalanced data by Shajalal, Md, Hajek, Petr, Abedin, Mohammad Zoynul

“…Taking backorders on products is a common scenario in inventory and supply chain management systems. The ability to predict the likelihood of backorders can…”
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Does climate risk as barometers for specific clean energy indices? Insights from quartiles and time-frequency perspective by Zeng, Hongjun, Abedin, Mohammad Zoynul, Upreti, Vineet

“…This study presents the first analysis of the nexus between the Southern Oscillation Index (SOI), a measure of climate risk, and segmented clean energy indices…”
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The impact of green credit policy on enterprises' financing behavior: Evidence from Chinese heavily-polluting listed companies by Chai, Shanglei, Zhang, Ke, Wei, Wei, Ma, Wenyuan, Abedin, Mohammad Zoynul

“…The enterprise's financing response to the green credit policy is of great significance. It is related to whether green finance can successfully accelerate…”
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A decomposition and decoupling analysis for carbon dioxide emissions: evidence from OECD countries by Magazzino, Cosimo, Pakrooh, Parisa, Abedin, Mohammad Zoynul

“…Despite the huge difference in their climatic regimes, the OECD countries are among the world’s largest energy consumers and emitters of greenhouse gases,…”
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COVID-19 and stock returns: Evidence from the Markov switching dependence approach by Bouteska, Ahmed, Sharif, Taimur, Abedin, Mohammad Zoynul

“…This paper aims to investigate the regime-switching and time-varying dependence between the COVID-19 pandemic and the US stock markets using a Markov-switching…”
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Volatility Spillovers and Other Dynamics Between Cryptocurrencies and the Energy and Bond Markets by Bouteska, Ahmed, Sharif, Taimur, Abedin, Mohammad Zoynul

“…On a univariate setting, this study aims to: (a) model the volatility of Bitcoin, Dash, Monero, and Stellar, (b) check the eventual existence of structural…”
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Exploring the effect of climate risk on agricultural and food stock prices: Fresh evidence from EMD-Based variable-lag transfer entropy analysis by Dhifaoui, Zouhaier, Khalfaoui, Rabeh, Ben Jabeur, Sami, Abedin, Mohammad Zoynul

“…Climate has traditionally played an important role in the development of countries, owing to its inherent relationship with agricultural output and pricing…”
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Privacy-Preserved Credit Data Sharing Integrating Blockchain and Federated Learning for Industrial 4.0 by Yang, Fan, Qiao, Yanan, Abedin, Mohammad Zoynul, Huang, Cheng

“…In this article, we aim to design an architecture for privacy-preserved credit data and model sharing to guarantee the secure storage and sharing of credit…”
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Data-driven digital transformation for supply chain carbon neutrality: Insights from cross-sector supply chain by Belhadi, Amine, Venkatesh, Mani, Kamble, Sachin, Abedin, Mohammad Zoynul

“…Following the growing pressure on firms and supply chains regarding their environmental impact, carbon neutrality of supply chains is gaining substantial…”
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