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Next-Generation AML Surveillance: Combining Real-World Evaluation and Precision Alerts for Improved Detection

Nawfal Kareem Hussein; Sebastian Crowe

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 2
2026-02-06
Abstrak

The landscape of Anti-Money Laundering (AML) surveillance is rapidly evolving, driven by increasing sophistication in financial crimes and the need for more effective detection mechanisms. This article explores a next-generation AML surveillance f...

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Deep Learning–Based Facial Expression Recognition for Emotion Understanding in Human–Computer Interaction

P. Velavan; D. Angelina Mary; S. Suman Rajest; M. Mohamed Sameer Ali

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 2
2026-02-05
Abstrak

Facial expression recognition (FER) has become an important field of study in computer vision and artificial intelligence because it could help machines understand how people feel. FER systems try to figure out how people are feeling by looking at...

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Influence of Diagnostic Systems on the Efficiency of Maintenance and Repair of Modern Automotive Engines

Absamadov Bakhodir Turakhonovich

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 2
2026-02-02
Abstrak

This article provides a comprehensive analysis of the influence of diagnostic systems used in modern automotive engines on the efficiency of service and repair processes. The rapid development of electronic control systems, digital sensors, and co...

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A Real-Time Deep Learning–Based Drowsiness Detection and Alert System for Enhanced Automotive Safety

S. Manimaran; S.R. Saranya; M. Mohamed Thariq; M. Mohamed Sameer Ali; S. Suman Rajest

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 1
2026-02-02
Abstrak

The Comprehensive Drowsiness Detection and Alert Solution for Automotive Safety addresses the growing concern of road accidents caused by driver weariness, which is a factor in about 20% of incidents worldwide. Keeping drivers awake is very import...

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AI-Powered Early Fault Detection System in Electronic Circuits

Sarmad Hamad Ibrahim Alfarag

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 1
2026-01-30
Abstrak

Technical failures and problem may affect electric power systems and their essential industrial components, which in turn may affect the quality of electricity grid. Despite the significant developments in the plans of these systems, they may stil...

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The Concept for the Development of Higher Education Institutions in the Field of Architecture

Xakimov Jaxongir Mirzorustamovich

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 1
2026-01-30
Abstrak

This article examines contemporary challenges and development pathways for higher education institutions in the field of architecture, with a focus on aligning national educational systems with international standards and labor-market demands. The...

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The Effectiveness of Implementing a System of Risk-Adjusted Management Indicators in the Construction Sector

Arifdjanova Zilola Dilshadovna

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 3, No: 12
2025-12-30
Abstrak

ISO 31000:2018. Risk management — Guidelines. — Geneva: International Organization for Standardization, 2018.
Committee of Sponsoring Organizations of the Treadway Commission (COSO). Enterprise Risk Management – Integrating with Strategy and Perfo...

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Implementation of a Smart Neighborhood in the City of Urganch and Upgrading of Infrastructure Based on Eco-Technologies

Baydjanov I. S.; Iskandarov U. I.

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 1
2026-01-29
Abstrak

This study covers the implementation of a smart neighborhood model in the city of Urganch and the renewal of urban infrastructure based on modern eco-technologies. The study substantiates the relevance of introducing digital control systems, energ...

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Designing Modern Market Complexes in an Environment of National Harmony

Sobirov Azamat Sadullayevich

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 1
2026-01-28
Abstrak

Today, the design of objects that meet modern requirements in the field of urban planning and architecture, while reflecting national heritage, is considered a pressing issue. Market complexes are an important component of the city economy, and th...

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Rehabilitation in the Study of Ischemic Stroke

Abdullaeva Dildor Xalilovna

American Journal of Engineering , Mechanics and Architecture (2993-2637)
ISSN: 2993-2637
Vol: 4, No: 1
2026-01-22
Abstrak

At present, due to the rapid progress of treatment technology in the acute phase of ischaemic stroke, the mortality of patients has been greatly reduced but the number of disabled survivors is increasing, and most of them are elderly patients. Phy...

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