PUBLICATION Archives - MSI Publishers

Cross-Domain Behavioral Pattern Analysis in Real World Intelligent Systems Using Heterogeneous Time Series Datasets

September 29, 2026September 29, 2026MSI PUBLISHERS

Authors: Raafat Talib Hashim ABSTRACT: In real life intelligence systems, there is a steady flow of various and dynamic time-series data that describe the observed behavior over time. Although predictive or learning-based approaches are frequently employed for the analysis of such data, relatively little work has focused on descriptive behavioral analysis across domains with fundamentally different temporal […]

Two Teachers, One Classroom: Special Education Teachers’ Perceptions of Co-Teaching–Facilitated Small-Group Learning and Its Influence on Learner Confidence and Engagement in Philippine Inclusive Classrooms

September 29, 2026September 29, 2026MSI PUBLISHERS

Author: Norben Pabondia Agas ABSTRACT: Purpose. The Philippine Inclusive Education Act of 2022 shifted the teaching of disabled students to general education classrooms wherein collaboration between the special education (SNEd) teacher and the general education teacher shall be an ordinary condition of basic education. The benefit of international synthesis, however, is that they highlight that […]

Socioeconomic Drivers of Agricultural Technology Adoptionamong Arable Crop Farmers in Oyo State, Nigeria

September 28, 2026September 28, 2026MSI PUBLISHERS

Authors: Oluseun Babatunde Oladoyinbo, Akin Dami Olabimisi, Monsurat Mojisola Omotoso, Nosirat Olayemi Idowu, Jamiu Abiodun Ramoni ABSTRACT: Agricultural technology adoption is widely recognized as a key driver of agricultural productivity, rural livelihoods, and food security. However, the adoption of improved agricultural technologies among arable crop farmers in Nigeria remains below expectations due to several socioeconomic […]

The Formation and Development of Chinese Civilization and Culture

September 18, 2026September 18, 2026MSI PUBLISHERS

Author: Vadim Rozin ABSTRACT: This article analyzes China’s historical development through the lens of its shifting social forms: dynasty, empire, and state. Drawing on the seminal work *China: A Short Cultural History* by Charles Patrick Fitzgerald, the author questions the universal applicability of the Western concepts of “empire” and “emperor” to Chinese civilization. In the […]

Wasserstein-Regularized Low-Rank Adaptation (OTLoRA): Mitigating Representation Drift and Catastrophic Forgetting in Small Language Models

September 17, 2026September 17, 2026MSI PUBLISHERS

Authors: Tran Thanh Hoa, Nguyen Minh Sang Abstract: The decentralized deployment of Small Language Models (SLMs) in domain-specific downstream tasks requires continuous parameter adaptation while strictly preserving fundamental linguistic representations. Low-Rank Adaptation (LoRA) has emerged as the premier Parameter-Efficient Fine-Tuning (PEFT) paradigm due to its minimal trainable parameter footprint (<1%) and negligible storage overhead. However, […]

The Dividend Policy Effect on Shareholder Wealth: An Empirical Assessment of Nigerian Listed Insurance Firms

September 14, 2026September 14, 2026MSI PUBLISHERS

Authors: Iweias, Seth Sokiri, Okeke Nneka Maureen ABSTRACT: This study examines the empirical influence of dividend policy over shareholder wealth within the context of listed insurance firms in Nigeria. The ex post facto research design was adopted making it possible for secondary data to be gathered from the audited annual financial statements of ten purposively […]

Applying Transaction Analytics to Enhance Anti-Money Laundering Compliance and Regulatory Risk Surveillance

September 10, 2026September 10, 2026MSI PUBLISHERS

Authors: Md Shehab Hossain, Saddam Nasir Chowdhury, Rakesh Kumar Reddy Aduri Abstract: This study examines how transaction analytics can strengthen Anti-Money Laundering (AML) compliance and regulatory risk surveillance in an increasingly complex financial environment. Traditional rule-based monitoring systems often generate high volumes of false positives and may fail to detect sophisticated laundering techniques involving layered […]

Influence of Green Human Resource Management (GHRM) Practices on the Performance of Manufacturing Firms in Lagos State, Nigeria

September 9, 2026September 9, 2026MSI PUBLISHERS

Authors: Prof. E. E. Ogbadu, Prof. J. Orogun, Mr. A. J. Ataja ABSTRACT: This study examined the relationship between Green Human Resource Management (GHRM) practices and the performance of manufacturing firms in Lagos State, Nigeria, with specific focus on three dimensions: Green Human Resource Planning (GHRP), Green Recruitment and Selection, and Green Training and Development. […]

Class-Conditional Conformal Prediction with Uncertainty-Triggered Selective Explainability for High Stakes Imbalanced Tabular Decisions

September 7, 2026September 7, 2026MSI PUBLISHERS

Authors: Pham Manh Trung Nguyen Abstract: Machine learning models deployed in high-stakes clinical and financial decision-making conventionally output uncalibrated point predictions and soft probabilities that exhibit unwarranted overconfidence. When applied to severely imbalanced tabular distributions—such as acute stroke events or rare cardiovascular disorders—traditional classification objectives incentivize models to minimize global risk by predicting the dominant […]

Integrating eXplainable Artificial Intelligence (XAI) and Deep Learning in Real-Time Network Intrusion Detection Systems: A Multi-Context Feature Shift Evaluation

September 5, 2026September 5, 2026MSI PUBLISHERS

Authors: Luong Truong An ABSTRACT: The exponential growth of network data and sophisticated cyber threats requires Intrusion Detection Systems (IDS) to possess both high accuracy and clear interpretability. This research proposes a comprehensive IDS framework that combines a hybrid Deep Learning architecture (CNN-LSTM) with the Synthetic Minority Over-sampling Technique (SMOTE) to efficiently identify anomalous behaviors. […]