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Perkembangan dan Efektivitas Early Warning System Berbasis Artificial Intelligence dalam Prediksi Financial Distress Perusahaan: Systematic Literature Review
DHARMA EKONOMI
Vol 33
, No 1
(2026)
Financial distress is a condition of declining financial health of a company that can develop gradually and lead to business failure if not detected early. With the increasing complexity of the business environment and the limitations of conventional statistical methods, Artificial Intelligence/AI is increasingly being adopted in the development of early warning systems (EWS) to predict financial distress. This study aims to examine the development of AI-based EWS research, identify the most wid...
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A Graph-Augmented Isolation Forest Using Node2Vec and GraphSAGE for Mobile User Behavior Anomaly Detection
Amaka Patience Binitie
; Sunny Innocent Onyemenem
; Nneamaka Christiana Anujeonye
; Arnold Adimabua Ojugo
; Francesca Avwuru Egbokhare
; Tabitha Chukwudi Aghaunor
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
This study presents a Graph-Augmented Isolation Forest (GAIF), an unsupervised anomaly-detection framework for analyzing mobile user behavior. The proposed framework represents users and behavioral attributes as a user–feature bipartite graph, enabling the capture of relational dependencies that are not explicitly modeled in conventional vector-based approaches. Low-dimensional user representations are learned through Node2Vec and Graph Sample and Aggregate (GraphSAGE), and the resulting embeddi...
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Graph-Theoretical Approach to Clusters – Analysis of Clusters with 5–11 Vertices –
Sekine, Rika
; Hayakawa, Shogo
; Taki, Sota
; Sato, Moemi
; Ikegaya, Haruki
; Kimura, Hiroto
; Nakata, Tomoya
; Murono, Ayumi
; Kobayashi, Yosuke
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
In this study, we systematically analyzed all isomers of 5–11 atom clusters using a graph-theoretical approach and evaluated their maximum Hückel energy (HE) within the Hückel approximation. The maximum HE increased with the number of bonds, reached a maximum at an intermediate value, and then decreased again, with the peak located near the average of the minimum and maximum possible edge numbers. This relationship was well reproduced by a simple linear expression. The isomers with maximum HE we...
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The Effect of Lean Management on Innovation Performance: How Absorptive Capacity Affects Food Manufacturing Industry?
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
This study analyzes the effect of Lean Management Practices (LMP) on Innovation Performance (IP) through the mediating role of Absorptive Capacity (AC) in Indonesia’s food and beverage industry. A structured questionnaire adapted from validated instruments (Gaspersz, 2007; Cohen & Levinthal, 1990; Damanpour, 1991) was distributed to 200 managers and supervisors from food manufacturing firms listed in the Indonesian Ministry of Industry registry, yielding 180 valid responses (90% response rat...
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Pengaruh Gaya Kepemimpinan dan Motivasi Kerja terhadap Loyalitas Pegawai pada Kantor Kecamatan Bungku Pesisir
Public Service And Governance Journal
Vol 7
, No 1
(2026)
This study aims to analyze the influence of leadership style and work motivation on employee loyalty at the Bungku Pesisir District Office, Morowali Regency. The study used a quantitative approach by distributing questionnaires to 40 employees as respondents. The research instrument consisted of 36 statement items with the variables of leadership style (X1), work motivation (X2), and employee loyalty (Y). The data were analyzed using descriptive statistics, classical assumption tests, and multip...
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Unifying Dual-Pyramid Structure and Y–G Channel Synergy for Full-Reference Image Quality Assessment
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Standard metrics such as SSIM often overlook complex chromatic distortions, creating a gap between objective scores and human judgment. To address this, we present the Synergistic Structural Similarity Index (SSSI), a metric grounded in a novel dual-pyramid strategy that integrates Gaussian-blurred stability with direct subsampling sharpness. Our method departs from luminance-only analysis by employing an equal, synergistic partnership between the luminance (Y) and Green (G) channels, mirroring...
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Analisis Pemanfaatan Canva Pada PAUD Sekolah Alam Jabalussalam Menggunakan Technology Acceptance Model
Asia, Nur
; Joceline, Vanesa Angelica
; Servanda, Yustian
; Indris, Nasruddin Bin
; Asia, Nur
; Joceline, Vanesa Angelica
; Servanda, Yustian
; Indris, Nasruddin Bin
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
Perkembangan teknologi digital mendorong guru untuk beradaptasi dengan media pembelajaran yang inovatif dan efektif, termasuk pada pendidikan anak usia dini (PAUD). Salah satu aplikasi yang banyak dimanfaatkan adalah Canva sebagai media pembelajaran dan laporan penilaian. Penelitian ini bertujuan untuk menganalisis pemanfaatan aplikasi Canva oleh guru PAUD Sekolah Alam Jabalussalam berdasarkan pendekatan Technology Acceptance Model (TAM). Penelitian ini menggunakan pendekatan kualitatif dengan j...
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Indeks Pembangunan Gender Indonesia: Antara Peningkatan Angka dan Kesenjangan Substansial
Public Service And Governance Journal
Vol 7
, No 1
(2026)
The Gender Development Index (GDI) is a key indicator for assessing disparities in human development achievements between women and men. In recent years, Indonesia’s GDI has shown a consistent upward trend, reaching 91.85 in 2024. Nevertheless, this numerical improvement does not fully represent the achievement of substantive gender equality. This article aims to analyze the dynamics of Indonesia’s GDI by positioning it within a comparative Asian context and examining the substantive gaps that p...
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Information Security Evaluation Based on KAMI Index 5.0 (2023) at PT X
Michelle, Greycia Febrina
; Modami, Nickel
; Manopo, Ephraim Eleazar Reva
; Kurniawan, Muhamad Rafly
; Enditama, Danendra Rafi
; Ayunda, Afifah Trista
; Michelle, Greycia Febrina
; Modami, Nickel
; Manopo, Ephraim Eleazar Reva
; Kurniawan, Muhamad Rafly
; Enditama, Danendra Rafi
; Ayunda, Afifah Trista
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
Transformasi digital di sektor jasa keuangan menuntut adanya jaminan keamanan informasi yang tangguh untuk melindungi data strategis dari ancaman siber yang semakin kompleks. PT X, sebagai institusi strategis yang mengelola investasi dan aset publik, menghadapi tantangan dalam menyeimbangkan operasional sistem Enterprise Resource Planning (ERP) dengan kepatuhan terhadap regulasi privasi data. Penelitian ini bertujuan untuk mengevaluasi tingkat kematangan (maturity level) keamanan informasi dan m...
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Evaluation of Information System Governance Using COBIT 4.1 and Index KAMI to Measure Maturity and Security Levels in Bank Maju
Untoro, Elianna Katherine
; Ayunda, Afifah Trista
; Untoro, Elianna Katherine
; Ayunda, Afifah Trista
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
The development of information technology requires the banking sector to implement measurable IT governance and information security to ensure operational reliability and customer data protection. However, many financial institutions, including Bank Maju, do not yet have a comprehensive picture of the maturity of IT governance and information security in an integrated manner. This study aims to evaluate the maturity of information technology governance using the COBIT 4.1 framework and to assess...
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