Vol. 6 No. 1 (2026): MULTIDISCIPLINARY RESEARCH IN COMPUTING INFORMATION SYSTEMS

Published: 2026-01-31

Articles

Active Learning for Human-in-the-Loop AML Detection: Optimizing Label Efficiency and Analyst Workload

Noa Levi, Eitan Shapiro, David Ben-Ami (Author)

1-9
- pdf
Restoration of Intestinal Barrier Function via Dietary Amino Acid Supplementation: A Systems Biology Modeling Approach

Thomas H. Miller , Sarah E. Johnson (Author)

80-88
- PDF
Deep Learning-Based Automated Detection of Lesions in Medical Imaging using Convolutional Neural Networks and Transfer Learning

Robert Thompson , Sarah Miller (Author)

72-79
- pdf
Identification of Novel Circulating Biomarkers for Early Cancer Detection using High-Dimensional Feature Selection Algorithms

Takumi Saito , Kaito Sasaki (Author)

63-71
- PDF
Analyzing Consumer Purchase Patterns using Large-Scale Behavioral Data and Hidden Markov Models

Ji-Hoon Lee, Emily Robertson (Author)

50-57
- PDF
Evaluating the Learning Outcomes of Metaverse-Based Educational Platforms using Learning Analytics and Educational Data Mining

Sarah Johnson , Michael Richardson (Author)

58-62
- PDF
A Shapley Value-Based Explainable AI Framework using Monte Carlo Sampling for High-Stakes Decision Making

Riku Kato , Sota Yoshida (Author)

42-49
- PDF
Latency-Aware Edge-Cloud Collaboration for Distributed AI Inference: A Convex Optimization Perspective

Arthur P. Jenkins (Author)

34-41
- PDF
Distributed Multi-Agent Coordination using Game Theoretic Consensus Protocols for Complex Problem Solving

Min-Jun Kim (Author)

26-33
- PDF
Optimization of Grating Couplers for Vertical Emission Lasers using Adjoint Method and Topology Optimization

Juliette Durand (Author)

18-25
- PDF
Numerical Simulation of Consolidation Behavior of Soft Soil Foundations under Cyclic Loading using Discrete Element Method

Alexander Smith (Author)

10-17
- PDF
Bridging Cognitive Load Theory and Deep Q-Networks for Real-Time Difficulty Calibration in Automated Tutoring Systems

Yifan Guo (Author)

89-98
- pdf
Hierarchical Attention Mechanisms for Interpretable Competency Modeling in Computer-Adaptive Testing Environments

Lucía Fernández , Thomas Keller (Author)

99-112
- pdf
Causal Fault Localization for Cross-Border Payment Gateways Using Multi-Relational Service Dependency Graphs

Stefan Müller , Isabel Torres (Author)

113-131
- pdf
INTELLIGENT INCIDENT TRIAGE IN HIGH-VOLUME PAYMENT PROCESSING SYSTEMS VIA HIERARCHICAL GRAPH DIFFUSION NETWORKS

Yongcheng Dai, Jiawei Mo, Henrik Larsen , Paola Ricci (Author)

132-143
- pdf
Progressive Training Strategies for Routability Prediction in Modern Floorplanning

Shengyu Lin, Kangwei Xu , Matthias Vogel (Author)

144-155
- pdf
Long-Range Dependency Modeling in Decentralized Finance Markets Through Structured State Space Architectures

Chengyuan Xu (Author)

156-169
- pdf
OTA fault injection and rollback verification framework for safety-critical systems

Lina M. Kovacs, Hiroshi Tanaka, Sofia G. Alvarez (Author)

170-175
- pdf
A cross-domain OTA service quality governance framework based on policy layering and service level objectives (SLOs)

Eva de Vries, Tom Bakker, Mark Jansen (Author)

176-182
- pdf
Deep Sequence Models For Real-Time Journal Entry Anomaly Detection In Financial Reporting

Zirui Tang, Haonan Qiu , Lukas Steiner (Author)

183-198
- PDF
Adaptive Fusion of Traces and Logs via Graph Attention for Microservice Anomaly Localization

Yuchen Tang , Zhiyu Qian , Aleksandar Petrović (Author)

199-217
- PDF
Beyond Deterministic Alignment: Probabilistic VisionLanguage Representations for Pedestrian Re-Identification

Hiroshi Tanaka , Yuki Nakamura , Kenji Sato , Ayumi Kobayashi (Author)

218-224
- pdf
Uncertainty-Aware Pedestrian Re-Identification in Autonomous Driving Perception Pipelines

Marco Bianchi, Alessandro Rossi , Giulia Conti , Lorenzo De Santis (Author)

225-231
- pdf
Analysis of Competency Structure and Employee Behavioral Characteristics in Hotel Frontline Positions

Emily R. Thompson , Daniel K. Rodriguez , Michael J. Anderson (Author)

232-238
- pdf
An Event Sequence Study on the Organizational Capability Changes of Manufacturing Engineering and Technical Teams

Wei Ming Tan , Jun Kai Lim , Siti Nur Aisyah Rahman (Author)

239-245
- pdf
A Study on the Relationship between On-site Management Personnel Turnover and Accident Rate in Construction Enterprises

Hiroshi Tanaka , Yuki Nakamura , Kenji Sato (Author)

246-252
- pdf
ThreatSense: Neuro-Symbolic Reasoning for Autonomous Threat Assessment in Unmanned Systems

Tobias Krüger , Elena Petrova (Author)

253-267
- pdf

Vol. 6 No. 1 (2026): MULTIDISCIPLINARY RESEARCH IN COMPUTING INFORMATION SYSTEMS

Articles

Active Learning for Human-in-the-Loop AML Detection: Optimizing Label Efficiency and Analyst Workload

Restoration of Intestinal Barrier Function via Dietary Amino Acid Supplementation: A Systems Biology Modeling Approach

Deep Learning-Based Automated Detection of Lesions in Medical Imaging using Convolutional Neural Networks and Transfer Learning

Identification of Novel Circulating Biomarkers for Early Cancer Detection using High-Dimensional Feature Selection Algorithms

Analyzing Consumer Purchase Patterns using Large-Scale Behavioral Data and Hidden Markov Models

Evaluating the Learning Outcomes of Metaverse-Based Educational Platforms using Learning Analytics and Educational Data Mining

A Shapley Value-Based Explainable AI Framework using Monte Carlo Sampling for High-Stakes Decision Making

Latency-Aware Edge-Cloud Collaboration for Distributed AI Inference: A Convex Optimization Perspective

Distributed Multi-Agent Coordination using Game Theoretic Consensus Protocols for Complex Problem Solving

Optimization of Grating Couplers for Vertical Emission Lasers using Adjoint Method and Topology Optimization

Numerical Simulation of Consolidation Behavior of Soft Soil Foundations under Cyclic Loading using Discrete Element Method

Bridging Cognitive Load Theory and Deep Q-Networks for Real-Time Difficulty Calibration in Automated Tutoring Systems

Hierarchical Attention Mechanisms for Interpretable Competency Modeling in Computer-Adaptive Testing Environments

Causal Fault Localization for Cross-Border Payment Gateways Using Multi-Relational Service Dependency Graphs

INTELLIGENT INCIDENT TRIAGE IN HIGH-VOLUME PAYMENT PROCESSING SYSTEMS VIA HIERARCHICAL GRAPH DIFFUSION NETWORKS

Progressive Training Strategies for Routability Prediction in Modern Floorplanning

Long-Range Dependency Modeling in Decentralized Finance Markets Through Structured State Space Architectures

OTA fault injection and rollback verification framework for safety-critical systems

A cross-domain OTA service quality governance framework based on policy layering and service level objectives (SLOs)

Deep Sequence Models For Real-Time Journal Entry Anomaly Detection In Financial Reporting

Adaptive Fusion of Traces and Logs via Graph Attention for Microservice Anomaly Localization

Beyond Deterministic Alignment: Probabilistic VisionLanguage Representations for Pedestrian Re-Identification

Uncertainty-Aware Pedestrian Re-Identification in Autonomous Driving Perception Pipelines

Analysis of Competency Structure and Employee Behavioral Characteristics in Hotel Frontline Positions

An Event Sequence Study on the Organizational Capability Changes of Manufacturing Engineering and Technical Teams

A Study on the Relationship between On-site Management Personnel Turnover and Accident Rate in Construction Enterprises

ThreatSense: Neuro-Symbolic Reasoning for Autonomous Threat Assessment in Unmanned Systems

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