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An Attention-Enhanced CNN–RBF Framework for Network Intrusion Detection in Imbalanced Traffic
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
The increasing complexity and scale of modern network traffic driven by IoT and cloud-based infrastructures have made accurate intrusion detection a critical challenge. Conventional network intrusion detection systems (NIDS) and many deep learning–based approaches struggle to reliably detect minority and stealthy attacks due to severe class imbalance and limited discrimination of subtle traffic patterns. To address these limitations, this study proposes a hybrid CNN–RBF–Attention framework for n...
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The Implementation of Automation of Processed Fisheries Supports Food Security in Berahan Kulon Village, Demak Regency
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
Universitas Maritim AMNI carried out community service activities at Berahan Village to support Demak Regency program. It is not only students/cadets and lecturers who carry out community service activities but also the surrounding community. They are very enthusiastic in participating in implementing various program activities carried out at Berahan Village. The method of implementing this activity uses a direct ...
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Penerapan Konsep Rumah Tumbuh pada Tata Ruang Rumah Swatantra: Studi Kasus Rumah Tempat Tinggal Karya Studio Dasar
Konstruksi: Publikasi Ilmu Teknik, Perencanaan Tata Ruang dan Teknik Sipil
Vol 3
, No 4
(2025)
The limited urban land in Greater Jakarta demands the emergence of a residential approach that is more adaptive to the growing needs of space. This study examines the application of the concept of a growing house in the residence of Rumah Swatantra by Studio Dasar. The research method uses a qualitative-descriptive approach through literature studies and direct interviews with the designer architects. The results of the study show that the application of modular patterns and concrete hollow infi...
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Examining Students’ Perceptions of an Smalltalk2Me Powered Conversation Assistant in the Speaking Class
Ita Permatasari
; Rizka Maulina Wulandari
; Dian Palupi
; Halim Ahmad Faizin
; Bima Pramudya Waskito Adji
International Journal of Education and Social Sciences
Vol 2
, No 4
(2025)
This study investigates students’ perceptions of Smalltalk2Me, an artificial intelligence (AI)-powered conversational assistant designed to improve speaking skills in classroom learning. The main objective of this research is to explore how students perceive the tool’s effectiveness, usefulness, interactivity, and overall learning experience when using it for speaking practice. The research employed a qualitative descriptive method, with data collected through semi-structured interviews involvin...
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Variasi Dimensi Ellipse Silencer terhadap Torsi, Bmep, Kebisingan Mesin Bensin
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Vol 3
, No 5
(2025)
An exhaust pipe is a tubular device used to channel combustion gases from a vehicle’s engine into the environment. In addition to this primary function, the exhaust also serves to reduce the noise level produced by engine combustion. The component of the exhaust system that significantly affects torque, brake mean effective pressure (BMEP), and noise level is the silencer. This study aims to compare the torque, BMEP, and noise levels produced by variations in the length and construction dimensio...
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Perancangan Desain User Interface (UI) Website Nava Rent Car
Abstrak : Jurnal Kajian Ilmu seni, Media dan Desain
Vol 2
, No 5
(2025)
Nava Rent Car is a car rental service business located in Batam. Many customers have complained about the difficulty in making reservations and obtaining detailed information about the vehicles and services offered. To address this issue, the author designed a more informative, functional, and appealing User Interface (UI) website to support the marketing of services. This design was developed using the Design Thinking method with SWOT analysis techniques. This approach was chosen because it foc...
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Predicting First-Year Student Performance with SMOTE-Enhanced Stacking Ensemble and Association Rule Mining for University Success Profiling
Kikunda, Philippe Boribo
; Kasongo, Issa Tasho
; Nsabimana, Thierry
; Ndikumagenge, Jérémie
; Ndayisaba, Longin
; Mushengezi, Elie Zihindula
; Kala, Jules Raymond
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
This study examines the application of Educational Data Mining (EDM) to predict the academic per-formance of first-year students at the Catholic University of Bukavu and the Higher Institute of Edu-cation (ISP) in the Democratic Republic of Congo. The primary objective is to develop a model that can identify at-risk students early, providing the university with a tool to enhance student support and academic guidance. To address the challenges posed by data imbalance (where successful cases outnu...
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Pengaruh Komunikasi dan Budaya Organisasi Terhadap Kinerja Pegawai Pada Kantor BPKAD Kota Bima
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to determine the influence of communication and organizational culture on employee performance at the Bima City BPKAS Office. The instrument used in this study was a Likert-scale questionnaire. The sample consisted of 40 respondents selected using purposive sampling. Data collection techniques included observation, questionnaires, and literature review. Data analysis used multiple linear regression with SPSS for Windows. The results indicate that, partially and simultaneously, co...
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Development of Radiology Management System for Digital-Based Operational Implementation of Officer Schedules
International Journal of Public Health
Vol 2
, No 3
(2025)
Background: The scheduling of work of health workers, especially radiographers in type B hospitals, is a complex challenge due to the variety of radiology modalities, variations in the number of human resources, and the provisions of working hours regulations from the Ministry of Health of the Republic of Indonesia. Manual scheduling that is still in use tends to cause workload inequality, conflicts between employees, and operational inefficiencies. Objective: This study aims to design and devel...
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Inventory Analysis Using The ABC, VEN and EOQ Methods For Procurement Budget Efficiency Medicine at Tritya Eye Clinic Surabaya
International Journal of Management and Digital Sciences
Vol 2
, No 3
(2025)
Efficient drug inventory management is a critical factor in ensuring medicine availability and optimizing procurement budgets in healthcare facilities. This study aims to analyze drug inventory at Tritya Eye Clinic Surabaya using the ABC (Always, Better, Control), VEN (Vital, Essential, Non-Essential), and EOQ (Economic Order Quantity) methods to improve procurement budget efficiency. A quantitative descriptive approach with a case study method was employed. Data were collected from drug usage r...
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