Vol. 2 No. 4 (2026): Journal of Information Technology and Informatics Engineering (JITIE)

Journal of Information Technology and Informatics Engineering (JITIE) Volume 4, Issue 1, August 2026

This issue presents a collection of recent articles addressing the latest developments and practical applications in the fields of information technology and informatics engineering. The topics covered include innovations in information systems, the application of artificial intelligence for data processing, cybersecurity, agile-based software development, and the optimization of computer network infrastructure.

This publication is intended to serve as a valuable reference for academics, practitioners, and researchers in expanding knowledge and contributing to the advancement of science and technology in the era of digital transformation. Each article has undergone a rigorous peer-review process to ensure the scientific quality and originality of the published work.

Published: 2026-08-01

Articles

Numerical-Reasoning Guardrails for Financial Chart Vision-Language Models with Evidence Extraction, Calibrated Abstention, and Institutional Risk Dashboards

Benjamin Harris, Derek Guan, Charlotte Martin (Author)

76-87
- PDF
Critical-Path and Uncertainty-Aware Dynamic Scheduling for Resource-Constrained LLM Multi‑Agent Teams

Shawn Tan, Emma Wilson, Vera Lu (Author)

01-15
- PDF
Language-Guided Cross-Subject Wearable Activity Recognition with Self-Supervised Transfer, Selective Prediction, and Edge Coaching Explanations

Oliver Thompson, Rachel Lu, Sophia Garcia, Kevin Li (Author)

77-89
- PDF
Constraint-Verified LLM Graph Workflow Synthesis with Execution-Guided Self-Repair, Parallel Optimization, and Trajectory Failure Prediction

Liam Miller, Jason Peng, Ava Taylor, Melody Ding (Author)

16-28
- PDF (Indonesian)
Calibration-Light Cross-Subject Signal-Readiness Screening for Motor-Imagery BCI with Self-Supervised Conformers, Selective Prediction, and Evidence-Grounded LLM Feedback

Mason Robinson, Helen Sun, Amelia Clark (Author)

78-90
- PDF
Auditing Dark-Pattern Risk in LLM Interaction Prompts: Leakage-Controlled Routing, Confidence-Aware Review, and an Autonomy-Centered Audit Design on DarkBench

Victor Xie, Noah Davis, Alice Gao (Author)

29-45
- PDF
Therapist-Facing Evidence-Linked Session Copilot with Progressive-Context Retrieval, Support-Strategy Control, Safety-Oriented Escalation, and Explanation Cards

Ethan Lewis, Joyce Yuan, Harper Walker, Tony Mao (Author)

91-103
- PDF
Confidence-Calibrated Camera–LiDAR Fusion under Sensor Shift: Synchronized-Pair Association, Anomaly Detection, and Proposal-Tracklet Continuity

William Moore, Brian Ye, Mia Anderson, Sabrina Hou (Author)

46-58
- PDF
TinyLLM-Assisted Real-Time MQTT Intrusion Detection with Conformal Alerting, Cross-Attack Generalization, and Evidence-Based Forensic Narratives

Logan Smith, Diana Qi, Riley Scott, Alan Zheng (Author)

104-116
- PDF
Event-Sourced Memory and State-Consistency Verification for Dual-Control Enterprise Agents: Recovery, Rollback, and Human Escalation

James Jackson, Vincent Tan, Isabella White, Fiona Shi (Author)

59-75
- PDF

Vol. 2 No. 4 (2026): Journal of Information Technology and Informatics Engineering (JITIE)

Articles

Numerical-Reasoning Guardrails for Financial Chart Vision-Language Models with Evidence Extraction, Calibrated Abstention, and Institutional Risk Dashboards

Critical-Path and Uncertainty-Aware Dynamic Scheduling for Resource-Constrained LLM Multi‑Agent Teams

Language-Guided Cross-Subject Wearable Activity Recognition with Self-Supervised Transfer, Selective Prediction, and Edge Coaching Explanations

Constraint-Verified LLM Graph Workflow Synthesis with Execution-Guided Self-Repair, Parallel Optimization, and Trajectory Failure Prediction

Calibration-Light Cross-Subject Signal-Readiness Screening for Motor-Imagery BCI with Self-Supervised Conformers, Selective Prediction, and Evidence-Grounded LLM Feedback

Auditing Dark-Pattern Risk in LLM Interaction Prompts: Leakage-Controlled Routing, Confidence-Aware Review, and an Autonomy-Centered Audit Design on DarkBench

Therapist-Facing Evidence-Linked Session Copilot with Progressive-Context Retrieval, Support-Strategy Control, Safety-Oriented Escalation, and Explanation Cards

Confidence-Calibrated Camera–LiDAR Fusion under Sensor Shift: Synchronized-Pair Association, Anomaly Detection, and Proposal-Tracklet Continuity

TinyLLM-Assisted Real-Time MQTT Intrusion Detection with Conformal Alerting, Cross-Attack Generalization, and Evidence-Based Forensic Narratives

Event-Sourced Memory and State-Consistency Verification for Dual-Control Enterprise Agents: Recovery, Rollback, and Human Escalation

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