Challenges and prospects of artificial intelligence in aviation: a bibliometric study
June 2025
The primary motivation for this study is the recent growth and increased interest in artificial intelligence (AI). Despite the widespread recognition of its critical importance, a discernible scientific...
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Factors influencing readiness for artificial intelligence: a systematic literature review
June 2025
Public-and private-sector organizations have adopted artificial intelligence (AI) to meet the challenges of the Fourth Industrial Revolution. The successful implementation of AI is a challenging task,...
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Multilingual opinion mining of imbalanced customer review datasets using GPT and an ensemble hybrid deep learning model
Available online 28 June 2025
This paper introduces stacked deep learning (DL) for multilingual opinion mining. This framework incorporates RoBERTa-GRU, RoBERTa-LSTM, RoBERTa-BiGRU, and RoBERTa-BiLSTM hybrid models, optimized using...
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Effect of digital ecosystem embeddedness on farmers’ entrepreneurial performance: evidence from China
Available online 27 June 2025
Digital ecosystem embeddedness subverts the promotion mechanism of farmers’ entrepreneurial performance; however, related research is scarce. This study constructed a theoretical mechanism model and...
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Novel approach to determine release day by addressing stochastic nature of software fault data
Available online 20 May 2025
Creating software that is free from bugs and errors is challenging. A bug refers to any imperfection or flaw in software that causes it to function incorrectly or unexpectedly. On the other hand, a...
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Artificial Intelligence Dimensions and Design Features for the Knowledge-based Work of the Future: A Socio-Technical Perspective
Available online 16 May 2025
With recent advances in transformative technologies, such as the Internet of Things, cloud computing, and mobile devices, jobs have become more knowledge-based. To implement successful technologies...
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A multi-location inventory system with occasional allocation under uncertain defective rates
Available online 10 May 2025
In this study, a multi-location allocation problem is investigated under a temporary allocation system in light of the uncertain defective rate inherent to items. Based on the theoretical and modeling...
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AI-driven innovation in emerging markets: extending the technology acceptance model–technology-organization-environment framework in small- and medium-sized enterprises
Available online 28 April 2025
This study examined the impact of artificial intelligence (AI) adoption on innovation outcomes in Pakistani manufacturing small- and medium-sized enterprises (SMEs), addressing a critical gap in the...
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Public sentiment analysis of roadway work zones using social media data and machine learning models
Available online 15 April 2025
The construction and maintenance of roadway infrastructure contribute positively to social and economic development and improve traffic safety. However, roadway work zones (WZs) present safety issues...
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Digital volunteer services in emergency situations: typological characteristics, advantages, and challenges
March 2025
Volunteer engagement in emergency management, focusing on mitigating adverse consequences, has attracted scholarly and practitioner attention. Digital volunteering helps overcome the limitations of...
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Design of knowledge transaction protection mechanism in the open innovation community based on blockchain technology
March 2025
Open innovation communities (OICs) are important for the development of modern enterprises. However, there are still many safety hazards and trust crises on community platforms. This paper proposes...
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Effects of feature selection and normalization on network intrusion detection
March 2025
The rapid rise of cyberattacks and the gradual failure of traditional defense systems and approaches led to using artificial intelligence (AI) techniques (such as machine learning (ML) and deep learning...
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Value realization of intelligent emergency management: research framework from technology enabling to value creation
March 2025
This study investigated the application and the application value of intelligent emergency in emergency management in the big data environment. It addresses the neglect of the application value (performance)...
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Dual-market quantitative trading: the dynamics of liquidity and turnover in financial markets
March 2025
Financial market liquidity is a popular research topic. Investor-driven research uses the turnover rate to measure liquidity and generally finds that the higher the stock turnover rate, the lower the...
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Forecast uncertainties real-time data-driven compensation scheme for optimal storage control
March 2025
This study introduces a real-time data-driven battery management scheme designed to address uncertainties in load and generation forecasts, which are integral to an optimal energy storage control system....
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Comparative study of IoT- and AI-based computing disease detection approaches
March 2025
The emergence of different computing methods such as cloud-, fog-, and edge-based Internet of Things (IoT) systems has provided the opportunity to develop intelligent systems for disease detection....
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Creating non-fungible token (NFT)-backed emoji art from user conversations on blockchain
March 2025
In the metaverse, digital assets are essential to define identity, shape the virtual environment, and facilitate economic transactions. This study introduces a novel feature to the metaverse by capturing...
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A model for predicting dropout of higher education students
March 2025
Higher education institutions are becoming increasingly concerned with the retention of their students. This work is motivated by the interest in predicting and reducing student dropout, and consequently...
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Enhancing cyber threat detection with an improved artificial neural network model
March 2025
Identifying cyberattacks that attempt to compromise digital systems is a critical function of intrusion detection systems (IDS). Data labeling difficulties, incorrect conclusions, and vulnerability...
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Enhancing imbalanced text classification: an overlap-based refinement approach
Available online 15 March 2025
The inherent class imbalance within textual data poses a significant challenge for machine learning-based techniques, as the available data often fails to adequately represent all classes. This scarcity...
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Particle swarm optimization-enhanced machine learning and deep learning techniques for Internet of Things intrusion detection
Available online 28 February 2025
The exponential escalation of cyber threats and attacks targeting Internet of Things (IoT) devices in this decade necessitates the development of effective intrusion detection methods. This paper presents...
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Prediction of retail commodity hot-spots: a machine learning approach
Available online 18 February 2025
The accurate prediction of hot-spot commodities in the retail market is crucial for inventory management and market strategy formulation. Traditional methods focus on analyzing the sales trends of listed...
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Automatic method for identification of cycles in Covid-19 time-series data
Available online 17 February 2025
All previous methods identify cycles in Covid-19 daily and weekly data based on a subjective interpretation of the results. This poses difficulties for researchers interested in conducting comprehensive...
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Unlocking the power of machine learning in big data: a scoping survey
Available online 15 February 2025
Machine learning (ML) plays a crucial role in big data (BD) by serving as the cornerstone of efficient data processing and analysis. In particular, ML provides BD with the ability to extract valuable...
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