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IJAI
International Journal of Acta Informatica
International Journal of Acta Informatica
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  • IJAI 2025-12-15

    AI-Optimized Full-Stack Governance: An Integrated Artificial Intelligence Framework for End-to-End Organizational Oversight, Compliance, and Decision-Making

    Yuktab

    Artificial Intelligence (AI) has emerged as a transformative force reshaping governance frameworks across modern organizations. AI-Optimized Full-Stack Governance represents an advanced, integrated governance model that embeds AI-driven intelligence across...

    19-24
  • 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 2026-06-01

    Identity-Conscious Governance for Autonomous AI Agents: A Framework for Enterprise Authorization, Delegation, and Auditing

    Muhammad Salah Ud Din

    AI agent systems capable of autonomous operation in enterprise environments are swiftly evolving from research prototypes to production implementations. These technologies acquire ambient credentials, function non-deterministically, and lack standardised...

    11-21
  • IJAI 2025-01-14

    Next-Generation Threat Intelligence: Securing Governmental Healthcare Networks Against Evolving Risks

    Praveen Kumar Pemmasani, Aleksandra

    As global healthcare systems encounter difficulties including rising prices, restricted access, and increasing demand for personalised treatment, artificial intelligence (AI) is emerging as a pivotal agent of transformation. This assessment is driven by the...

    1-12
  • IJAI 2025-12-15

    Automating Code Reviews with Context: A Retrieval-Augmented Method

    Nguyen Thi Lan

    Modern software development depends heavily on code review to maintain software quality, detect defects at an early stage, and ensure that coding standards are consistently followed across large and evolving projects. Although manual review remains one of...

    25-33
  • IJAI 2024-06-28

    Behavioral Analytics for Detecting Insider Threats in Governmental Organizations: A Human-Centric Approach

    Praveen Kumar Pemmasani, Aleksandra

    Behavioral analytics for detecting insider threats in governmental organizations represents a critical area of research focused on identifying malicious or negligent activities from within an organization, often by individuals with authorized access....

    138-148
  • IJAI 2025-01-15

    Visual Data Mining: Interactive Visualization Techniques for Knowledge Discovery and Decision Support

    Dillep Kumar Pentyala, Y. P.

    Visual Data Mining is an interdisciplinary approach that integrates data mining algorithms with advanced visualization techniques to support effective knowledge discovery from large and complex datasets. As the volume, variety, and velocity of data continue...

    13-19
  • IJAI 2023-12-16

    National Cybersecurity Frameworks for Critical Infrastructure: Lessons from Governmental Cyber Resilience Initiatives

    Praveen Kumar Pemmasani, Aleksandra

    Governments worldwide recognize the increasing threats posed by cyberattacks on critical infrastructure, which encompasses sectors such as energy, healthcare, finance, and transportation. To mitigate risks and enhance resilience, national cybersecurity...

    209-218
  • 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 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 2022-12-31

    Enabling Students to Thrive in the AI Era

    Sai Dikshit Pasham

    Despite decades of study, the widespread use of ChatGPT and DALL-E has ignited a public discussion over the role of artificial intelligence (AI) in education. A plethora of research on AI-driven system design, deployment, and evaluation is available in the...

    31-40
  • 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 2022-12-31

    Possible Consequences for the Teaching of Computer Engineering in Light of New Technologies for Instruction in Mathematics for Students with Dyscalculia

    Dillep Kumar Pentyala

    The integration of ICTs (Information and Communication Technologies) into the curricula of children with learning difficulties has made great strides in the last several years. This paper summarises research that shows how valuable information and...

    12-23
  • IJAI 2022-12-29

    Where are the Professors in this Systematic Study of AI's Potential Uses in Universities?

    Vinay Chowdary Manduva

    A number of recent studies have identified Artificial Intelligence in Education (AIEd) as a promising new area of educational technology. Although it has been available for over 30 years, educators still don't completely understand how to use it for...

    216-234
  • IJAI 2022-12-31

    An Integrated Cloud and Network Architecture Utilising AI and LLMs for Secure Web Applications and Financial Fraud Analysis

    Rager Bons

    The swift expansion of cloud-based online applications and digital financial services has markedly heightened the intricacy of security risks and financial crime. Conventional rule-based security solutions and standalone analytics platforms are inadequate...

    246-255
1 - 15 of 15 items

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International Journal of Acta Informatica

INTRODUCTION International Journal of Acta Informatica (IJAI) is a fully open-access, international journal that provides academia...

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