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IJAI
International Journal of Acta Informatica
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  • IJAI 2022-12-31

    Data Quality in the Age of Artificial Intelligence: A Comprehensive Review of Frameworks, Challenges, and Governance Strategies

    Mohammad Rahim Albous

    Data quality has emerged as a fundamental pillar of scientific integrity, organizational performance, and evidence-based decision-making in the contemporary digital landscape. As artificial intelligence systems become increasingly integrated into...

    256-268
  • IJAI 2024-07-05

    The Role of AI in Enhancing Data Governance Strategies

    Bharath Kishore Gudepu, Rebecca Eichler

    Digital transformation has restructured company processes, enhancing efficiency, innovation, and competitiveness using artificial intelligence (AI) and sophisticated analytics. The fast implementation of AI-driven processes presents considerable regulatory...

    169-186
  • IJAI 2024-07-07

    Standards and Global Initiatives Shaping Modern Data Mining

    Sai Krishna Chaitanya Tulli, Y. P.

    Data mining has become a fundamental component of knowledge discovery across diverse domains such as healthcare, finance, scientific research, and business intelligence. As data volumes, sources, and analytical techniques continue to expand, the need for...

    206-214
  • IJAI 2022-12-29

    Why Real-Time Data Discovery is a Game Changer for Enterprises

    Bharath Kishore Gudepu, Divya Sai Jaladi

    Real-time data processing has emerged as a crucial tool for contemporary enterprises, allowing instantaneous analysis and response to perpetually created data. This study examines the significant influence of real-time data processing on corporate...

    164-175
  • IJAI 2023-12-16

    Metadata-Driven Approaches to AI-Ready Data: Improving Data Discovery and Usability

    Sai Krishna Chaitanya Tulli, Y. P.

    As organizations increasingly leverage Artificial Intelligence (AI) to foster innovation and improve operational performance, the availability of high-quality, well-documented, and easily accessible data has become a decisive factor for success. This paper...

    236-254
  • IJAI 2024-07-10

    Intelligent AI Data Governance Frameworks for Large Language Models: Challenges, Applications, and Future Perspectives

    Sofia Nishimura

    The rapid advancement of Large Language Models (LLMs) has significantly transformed industries such as healthcare, finance, e-commerce, travel, and cybersecurity by enabling intelligent automation, advanced analytics, and human-like communication. However,...

    230-235
  • IJAI 2025-12-18

    Concept-Drift-Resilient Ensemble Learning for Financial Transaction Fraud Detection Under Evolving Criminal Typologies

    Md Soebur Rahman, Chashi Sabrina Islam, Mariia Mudryi, Sini Cakmak

    Ensemble machine-learning models have achieved striking published results for financial transaction fraud detection, with recent peer-reviewed studies reporting F1-scores as high as 0.99 and accuracy exceeding 99.9 percent on benchmark credit-card fraud...

    52-67
  • IJAI 2024-07-07

    Machine Learning–Driven Strategies for Effective Pileup Suppression

    Dillep Kumar Pentyala, Y. P.

    Pileup is a critical challenge in modern high-energy physics experiments, particularly at high-luminosity colliders where multiple particle interactions occur simultaneously within a single detector readout. These overlapping events introduce significant...

    187-206
  • IJAI 2022-12-29

    How Oracle analytics could help Higher Education deliver value to Educators/Students?

    Krishna C Gonugunta, Meng Chen

    Higher education institutions are increasingly adopting data analytics to improve student outcomes, optimize financial planning, and enhance operational efficiency. Oracle Analytics offers a comprehensive suite of business intelligence tools that facilitate...

    138-150
  • IJAI 2025-06-28

    Technical and Pedagogical Challenges in AI Integration for Healthcare Systems: A Multidisciplinary Perspective

    Mariia Mudryi

    The integration of artificial intelligence into healthcare systems presents multifaceted technical and pedagogical challenges that require comprehensive multidisciplinary approaches. This article examines the practical obstacles encountered in AI...

    34-42
  • IJAI 2024-07-09

    Metadata-Driven Privacy Classification of SQL Server Stored Procedures in Enterprise Web Applications Using Transformer-Based Models

    Divya Sai Jaladi

    Metadata facilitates semantic interoperability, data reutilization, and effective information retrieval across diverse systems. Nonetheless, current research exhibits disjointed methodologies and fails to provide a unified perspective on the tactics...

    215-229
  • IJAI 2025-12-18

    Implementing Ethical AI Across Cyber-Physical Systems and Diagnostic Contexts: Transparency, Contestability, and Trust

    Mykyta Kyrychenko

    The integration of artificial intelligence into healthcare systems presents multifaceted technical and pedagogical challenges that require comprehensive multidisciplinary approaches. This article examines the practical obstacles encountered in AI...

    43-51
  • IJAI 2024-07-13

    Embedding Adaptive Machine-Learning Decision Support in Suspicious Activity Report Investigation Workflows: An Enterprise Information-Systems Framework

    Md Soebur Rahman, Eun-Ye Kim

    Community Development Financial Institutions (CDFIs) now represent a $452 billion industry of 1,487 Treasury-certified institutions as of the first quarter of 2023, having grown rapidly, industry assets nearly tripled and the certified-institution count...

    245-258
  • IJAI 2023-12-31

    The Function of Artificial Intelligence in Healthcare: A Systematic Literature Review

    Sai Dikshit Pasham

    Artificial intelligence (AI) in the healthcare sector is attracting attention from researchers and healthcare practitioners. Prior study has been limited in examining this problem from a multidisciplinary perspective, including accounting, business and...

    32-42
  • IJAI 2022-12-31

    An Evaluation of AI in the Classroom

    Sai Krishna Chaitanya Tulli

    The researchers set out to determine how AI will change the face of classroom instruction. Study limitations included a focus on AI's impact on administration, education, and learning, as well as an evaluation approach derived from earlier research. In...

    41-66
  • IJAI 2023-12-31

    Exploring the Role of Artificial Intelligence (AI) in Modern Classrooms

    Narendra Devarasetty

    AI is greatly useful in the field of education. In this article, we will take a look back at how AI has been integrated into education in the modern digital age. This review paper used a narrative synthesis and a systematic literature review as its...

    129-137
1 - 16 of 16 items

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International Journal of Acta Informatica

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