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A Comparative Evaluation of Machine Learning and Ensemble Models for Predicting Digital Forensic Investigation Outcomes Using Network Intrusion Data

INTRODUCTIONBackground to the StudyThe field of modern Forensic Science investigations has been substantially transformed by the rapid increase in cybercrime and the increasing volume of digital evidence. The demand for analytical techniques that can handle large, complex, and high-dimensional data that originates from digital settings is on the rise. Forensic analysis underwent a significant transformation […]

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Value Chain Analysis of Forestry Logistics Enterprises in China: Strategic Implications for Operational Resilience, Digital Integration, and Sustainable Value Creation

Introduction Logistics is the circulatory system of modern economies, with its efficiency directly determining national competitiveness and sustainability [1]. Within China’s rapidly evolving logistics landscape, micro- and small-sized enterprises (MSMEs) constitute the foundational layer—accounting for approximately 99% of all logistics firms and serving as indispensable “capillaries” in regional freight networks [1]. Yet, this segment remains

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Augmenting Office Automation Skills Through Virtual Reality–Based Instruction Among Business Education Students in Nigerian Universities

Introduction Modern workplaces have radically transformed due to the rapid advancement of digital technologies, making graduates with strong office automation abilities more in demand. Employers today demand university graduates to be adept in digital record management, word processing, spreadsheet analysis, electronic communication, and presentation design. The requirement for business education programs to produce graduates who

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Occupational Stress and its Impact on Performance: An Empirical Study in Select Healthcare Organisations of Kashmir

Occupational stress: Occupational Stress often characterized by a debilitating sense of helplessness when attempting to resolve complex tasks or meet institutional expectations. It represents a profound reaction that occurs when individuals are faced with demands that exceed their current specialized knowledge or inherent abilities Types of Occupational stress This research recognizes that not all pressure

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Internet Banking Service Quality and Customer Satisfaction during the COVID-19 Pandemic: A Study of University Students in Sri Lanka

The rapid advancement of information and communication technologies has fundamentally transformed the global banking industry, shifting traditional banking operations toward technology-driven service delivery systems. Among these innovations, internet banking has emerged as a pivotal channel through which banks deliver financial services efficiently, transcending geographical and temporal constraints. Internet banking enables customers to perform a wide

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Effect of Information and Communication Technology on Customer Service Delivery in Nigerian Banking Sector

INTRODUCTION Background to the Study  Strong growth in many economies is typically attributed to information and communication technology [27]. It appears that innovations relating to technology influences economic progress and the likelihood of sustaining such growth while also stimulating the provision of services by the banks and financial institutions. The Nigerian banking sub-sector has witnessed

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Predictive Roles of Customer-Centric and Risk Management AI Applications in Optimizing Banking Operations in Nigeria

1.1 Introduction The advent of artificial intelligence (AI) has significantly transformed modern banking operations, reshaping how financial institutions pursue efficiency and business process optimization. From its early symbolic models in the 1950s to the rise of machine learning, deep learning, and generative AI, the technology has become central to reducing operational costs and maximizing outputs

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Empowering Women Farmers with Digital Advisory Tool: Assessing the Impact of Rice Crop Manager on Rice Productivity in Odisha

Introduction Information and Communication Technologies (ICT) and its use in agriculture have been instrumental in improving access to timely information and thereby increasing awareness and knowledge of farmers on innovative and effective crop management practices [1,2]. ICT has strengthened the linkages of farmers with markets, suppliers and institutions [3]. It acts as a bridge between

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The Impact of Digital Transformation on Business Models and Organizational Performance: A Review of Empirical Evidence and Future Directions

Introduction Digital transformation (DT) has become a strategic imperative for organizations seeking to remain competitive in an increasingly digital and dynamic global economy. It refers to the integration of digital technologies such as artificial intelligence (AI), cloud computing, big data analytics, the Internet of Things (IoT), and blockchain into core business processes, models, and strategies

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