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A Hybrid Anomaly Detection Framework Integrating Self-Supervised Learning and Ensemble Intelligence for Securing IoT Networks

Hussein Ali Shakir; Ahmed Younus Ahmed

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 1
2026-04-19
Abstrak

The fast-tracking development of the Internet of Things (IoT) has led to the networks being subjected to very complex and innovative cyberattacks. As a result, the need for a reliable anomaly detection system has become a severe challenge. In this...

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Application of Artificial Intelligence in Various Fields

Hasanova Durdona Olim qizi

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 3
2025-11-25
Abstrak

Artificial intelligence (AI) has quickly grown in importance as part of modern day digital transformation, impacting much of society. However, the integration of AI technologies across a range of sectors including education, healthcare, economics,...

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Theoretical Basis of Leveling Tillage in A Paraplow-Type Slanted-Column Chisel Plow

Irgashev Dilmurod Begmurodovich

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 3
2025-11-27
Abstrak

This study presents a comprehensive approach to determining the optimal longitudinal spacing between the lower deep-loosening shanks and the upper working tools of two-tier chisel-type plows. By integrating soil deformation modeling, traction resi...

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Innovative Ways to Develop Metacompetence in The Context of Digital Technologies

Xurramov Anvar Jumanazarovich; Tashkarayev Ibrohim Abdullayevich

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 3
2025-11-06
Abstrak

The article considers and analyzes the views of leading foreign scientists on the problem of meta-subjectivity within the framework of a competency-based approach to education. Regardless of the scope of implementation, the article is devoted to t...

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An Enhanced LSTM-Based Model for Stock Price Forecasting Using Feature Engineering and Advanced Hyperparameter Optimization

Marwah Majid Jabbar AlTaie; Murteza Hanoon Tuama; Ruaa Oudah Dirchal; Wahhab Muslim Mashloosh

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 3
2025-10-17
Abstrak

In today's financial market, precise prediction of stock prices is a daunting but critical task. This study provides a detailed description of an advanced LSTM model designed for stock price prediction where the author emphasizes the novel macro f...

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Artificial Intelligence in Stem Programs to Develop Human Capital

Sonia Benito Hernández; Rouhollah Iran Shahy

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 2
2025-07-15
Abstrak

This study analyzes the use of artificial intelligence (AI) tools by students at the Technical University of Madrid (Spain) in science and engineering disciplines, based on a survey of 94 participants. The objective was to identify usage patterns ...

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Design and Build The Game "Mickey Adventure Saves His Friend From Monsters" Using The Finite State Machine Method

Muchamat David Arifudin; Cindy Taurusta; Suprianto Suprianto

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 3
2025-06-11
Abstrak

A few years ago, during the pandemic, people tended to experience high levels of stress because they considered the coronavirus to be a dangerous virus, resulting in psychological impacts in the form of fear, anxiety, and stress. To reduce stress ...

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The Implementation of a Web-Based Outdoor Equipment Rental System Design (Case Study: L3 Adventure)

As’ad Dulkarnain; Ade Eviyanti

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 3
2025-06-17
Abstrak

The advancement of information technology has transformed work methods and data management, especially among Gen Z. UMKM L3 Adventure, which rents out camping equipment, still uses manual processes for booking and data management. The COVID-19 pan...

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A Dual-Protocol File Transfer Application: Balancing Speed and Reliability in Peer-to-Peer Networks

G Rajasekaran; S. Suman Rajest; R Regin; M. Mohamed Sameer Ali; S. Ramesh Kumar

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 1
2025-05-22
Abstrak

In today’s digital era, secure and efficient file transfer mechanisms are crucial as digital communication becomes increasingly prevalent. This paper presents a File Transfer Application that enables collaborative file sharing among multiple users...

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Development and Analysis of Automatic Controls of Washer and Hand Dryer Equipment

Alfiansyah Satrio Wicaksono; Prantasi Harmi Tjahjanti

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 7, No: 3
2025-06-17
Abstrak

The results of making and testing hand washing and drying equipment are technological changes and improvements that are useful in everyday life and can even reduce the spread or transmission of viruses. When using hand washing and hand drying equi...

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