A machine learning approach to formation of earthquake categories using hierarchies of magnitude and consequence to guide emergency management
December 2023
This study deployed k-means clustering to formulate earthquake categories based on magnitude and consequence, using global earthquake data spanning from 1900 to 2021. Based on patterns within the historical...
Share article
Revolutionizing spatial data analysis: unveiling a cutting-edge approach for batch coordinate transformation
December 2023
Spatial data have become indispensable across various disciplines and provide crucial insights. These data are associated with coordinates and different coordinate systems. However, the diversity of...
Share article
Effects of economic factors on median list and selling prices in the U.S. housing market
December 2023
This study investigates the effects of key economic factors on the median list price and median selling price in the U.S. housing market. Key economic factors such as interest rates, unemployment rates,...
Share article
Dual-stage ensemble approach using online knowledge distillation for forecasting carbon emissions in the electric power industry
December 2023
The electric power industry is the key to achieving the goals of carbon peak and neutrality. Accurate forecasting of carbon emissions in the electric power industry can aid in the prompt adjustment...
Share article
Understanding the antecedents of patients’ missed appointments: The perspective of attribution theory
December 2023
The occurrence of missed appointment appointments from online outpatient bookings significantly hinders the operational efficiency of outpatient services. This study aimed to investigate various factors...
Share article
Forecasting stock closing prices with an application to airline company data
December 2023
Forecasting stock market movements is a challenging task from the practitioners’ point of view. We explore how model selection via the least absolute shrinkage and selection operator (LASSO) approach...
Share article
Data- and management-driven metaverse research
Available online 23 November 2023
The metaverse has become a very important phenomenon in society because of the emergence of new technologies. The widespread adoption of the metaverse has generated significant discussions about the...
Share article
Using multi-criteria decision-making and machine learning for football player selection and performance prediction: A systematic review
Available online 10 November 2023
Evaluating and selecting players to suit football clubs and decision-makers (coaches, managers, technical, and medical staff) is a difficult process from a managerial-financial and sporting perspective....
Share article
Hybrid scientific article recommendation system with COOT optimization
Available online 10 November 2023
Today, recommendation systems are everywhere, making a variety of activities considerably more manageable. These systems help users by personalizing their suggestions to their interests and needs. They...
Share article
Anomalous node detection in attributed social networks using dual variational autoencoder with generative adversarial networks
Available online 2 November 2023
Many types of real-world information systems, including social media and e-commerce platforms, can be modelled by means of attribute-rich, connected networks. The goal of anomaly detection in artificial...
Share article
Virtual manufacturing in industry 4.0: A review
Available online 1 November 2023
Virtual manufacturing is one of the key components of Industry 4.0, the fourth industrial revolution, in improving manufacturing processes. Virtual manufacturing enables manufacturers to optimize their...
Share article
The dynamics of price discovery between US and Chinese soybean market: A wavelet approach to understanding the effects of Sino-U.S. trade conflict and COVID-19 pandemic
Available online 20 October 2023
During geopolitical crises, the price stability of agricultural commodities is critical for national security. Understanding the dynamics of pricing power between the United States and China and how...
Share article
Using machine learning to identify primary features in choosing electric vehicles based on income levels
Available online 16 October 2023
An electric vehicle is becoming one of the popular choices when choosing a vehicle. People are generally impressed with electric vehicles’ zero-emission and smooth drives, while unstable battery duration...
Share article
Hybrid distributed feature selection using PSO-MI
Available online 14 October 2023
Feature Selection (FS) is a data preprocessing step in Machine Learning (ML) that selects a subset of relevant and informative features from a large feature pool. FS helps ML models improve their predictive...
Share article
Audiovisual speech recognition based on a deep convolutional neural network
Available online 6 October 2023
Audiovisual speech recognition is an emerging research topic. Lipreading is the recognition of what someone is saying using visual information, primarily lip movements. In this study, we created a custom...
Share article
Dynamic relationship between volume and volatility in the Chinese stock market: Evidence from the MS-VAR model
Available online 1 October 2023
Since market uncertainty, or volatility, serves as a crucial gauge for assessing the traits of market fluctuations, the link between stock market volume and price continues to be a focal point of interest...
Share article
Joint decision-making of virtual module formation and scheduling considering queuing time
September 2023
Formation and scheduling are the most important decisions in the virtual modular manufacturing system; however, the global performance optimization of the system may be sacrificed via the superposition...
Share article
Explainable prediction of loan default based on machine learning models
September 2023
Owing to the convenience of online loans, an increasing number of people are borrowing money on online platforms. With the emergence of machine learning technology, predicting loan defaults has become...
Share article
Blockchain and its derived technologies shape the future generation of digital businesses: a focus on decentralized finance and the Metaverse
September 2023
Without a doubt, blockchain, as one of the most valuable technological advancements, has been introduced over the past decade and has played a significant role in the industrial revolution. The emergence...
Share article
The impact of the digital economy on the servitization of industrial structures: the moderating effect of human capital
September 2023
The digital economy, which was born during the late third technological revolution, has caused significant economic and societal changes. Amid sluggish global economic growth, China’s economy is facing...
Share article
Systematic review of data-centric approaches in artificial intelligence and machine learning
September 2023
Artificial intelligence (AI) relies on data and algorithms. State-of-the-art (SOTA) AI smart algorithms have been developed to improve the performance of AI-oriented structures. However, model-centric...
Share article
Novel method for ranking batsmen in Indian Premier League
September 2023
Sports analytics have benefited immensely from the growth and popularity of artificial intelligence and machine learning. These techniques enable sports analysts to evaluate player performance more...
Share article
Investigating customer churn in banking: A machine learning approach and visualization app for data science and management
Available online 28 September 2023
Customer attrition in the banking industry occurs when consumers quit using the goods and services offered by the bank for some time and, after that, end their connection with the bank. Therefore, customer...
Share article
Hotspots and trends of environmental, social and governance (ESG) research: a bibliometric analysis
June 2023
This study examines paper-level metrics in the literature on topics related to environmental, social and governance (ESG) to provide a research agenda for hotspots and trends. Based on 755 papers on...
Share article
A trajectory data warehouse solution for workforce management decision-making
June 2023
In modern workforce management, the demand for new ways to maximize worker satisfaction, productivity, and security levels is endless. Workforce movement data such as those source data from an access...
Share article
