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Integrating Quantum, Deep, and Classic Features with Attention-Guided AdaBoost for Medical Risk Prediction
Kusuma, Muh Galuh Surya Putra
; Setiadi, De Rosal Ignatius Moses
; Herowati, Wise
; Sutojo, T.
; Adi, Prajanto Wahyu
; Dutta, Pushan Kumar
; Nguyen, Minh T.
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
Chronic diseases such as chronic kidney disease (CKD), diabetes, and heart disease remain major causes of mortality worldwide, highlighting the need for accurate and interpretable diagnostic models. However, conventional machine learning methods often face challenges of limited generalization, feature redundancy, and class imbalance in medical datasets. This study proposes an integrated classification framework that unifies three complementary feature paradigms: classical tabular attributes, dee...
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Optimalisasi Digital Marketing dan Inovasi Pelayanan Publik dalam Pengembangan Bank Pembangunan Daerah Jawa Tengah
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
This research aims to analyze the optimization of digital marketing in increasing the competitiveness of Bank Jateng, formulate the main challenges in the implementation of digital-based public service innovations, and develop an integration strategy between digital marketing and public service innovation to strengthen the role of Bank Jateng in regional economic development. The research method used was descriptive qualitative with data collection techniques through interviews with 11 informant...
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Evaluasi Pelayanan Ambulans Hebat Kota Semarang: Inovasi dan Tantangan dalam Pelayanan Kesehatan Darurat
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
The purpose of this research is to analyze the innovation in emergency health services through the implementation of the Ambulans Hebat program in Semarang City, to analyze the challenges and obstacles faced in the implementation of the Ambulans Hebat service, and to analyze the quality of emergency health services provided by Ambulans Hebat. This research is descriptive qualitative in nature, using interview techniques with 9 informants and a questionnaire with 96 respondents. The results of th...
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Evaluasi Pelaksanaan Universal Health Coverage di Kota Semarang: Perspektif Pembiayaan, Akses, dan Kualitas Layanan Kesehatan
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
The implementation of Universal Health Coverage (UHC) has become a key priority of the Semarang City Government's policy in achieving equitable and sustainable health insurance. This study aims to evaluate the implementation of the UHC program in Semarang City, focusing on three main aspects: financing, accessibility, and the quality of health services. Additionally, this study examines the effectiveness of the Pangeran Diponegoro Program as a local innovation to accelerate universal coverage ac...
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Evaluasi Capaian Tujuh Prasyarat Pengarusutamaan Gender dalam Tata Kelola Pemerintahan Kota Semarang
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
Gender mainstreaming (PUG) is a development strategy that integrates gender equality as a key principle in planning and budgeting. The city of Semarang has adopted this approach in various policy documents; however, its implementation still faces significant challenges. This study aims to evaluate the achievement of the seven prerequisites for PUG according to the guidelines from the Ministry of PPPA, including commitment, policies, institutional frameworks, resources, sex-disaggregated data, ge...
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Peran Dinas Penanaman Modal dan Pelayanan Terpadu Satu Pintu dalam Perizinan Online Penyelenggara Reklame
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
This research explores the role of the Dinas Penanaman Modal dan Pelayanan Terpadu Satu Pintu (DPMPTSP) of Tangerang City in implementing an online permit system for billboard advertising as a form of digital transformation in public service. The study aims to analyze the institutional role of DPMPTSP, identify obstacles in the implementation of online licensing, and evaluate the improvement efforts undertaken. Using a qualitative descriptive method, data were collected through in-depth intervie...
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EDANet: A Novel Architecture Combining Depthwise Separable Convolutions and Hybrid Attention for Efficient Tomato Disease Recognition
Ibrahim, Yusuf
; O. Momoh, Muyideen
; O. Shobowale, Kafayat
; Mukhtar Abubakar, Zainab
; Yahaya, Basira
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
Tomato crop yields face significant threats from plant diseases, with existing deep learning solutions often computationally prohibitive for resource-constrained agricultural settings; to address this gap, we propose Efficient Disease Attention Network (EDANet), a novel lightweight architecture combining depthwise separable convolutions with hybrid attention mechanisms for efficient Tomato disease recognition. Our approach integrates channel and spatial attention within hierarchical blocks to pr...
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Determinasi Kepatuhan Wajib Pajak Orang Pribadi Berdasarkan Kesadaran, Pemahaman Perpajakan, dan Pemahaman Sanksi Pajak: Studi Kasus di KPP Pratama Klaten
Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
Taxes serve as the primary source of state revenue and a crucial component in financing national development through the State Budget (APBN). This study examines the determinants of individual taxpayer compliance within the Klaten Primary Tax Office (KPP) in Central Java, with particular emphasis on the influence of awareness, comprehension of regulations, and understanding of tax sanctions. The research method uses a quantitative associative approach. Primary data were obtained by distributing...
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Investigating a SMOTE-Tomek Boosted Stacked Learning Scheme for Phishing Website Detection: A Pilot Study
Ugbotu, Eferhire Valentine
; Emordi, Frances Uchechukwu
; Ugboh, Emeke
; Anazia, Kizito Eluemunor
; Odiakaose, Christopher Chukwufunaya
; Onoma, Paul Avwerosuoghene
; Idama, Rebecca Okeoghene
; Ojugo, Arnold Adimabua
; Geteloma, Victor Ochuko
; Oweimieotu, Amanda Enaodona
; Aghaunor, Tabitha Chukwudi
; Binitie, Amaka Patience
; Odoh, Anne
; Onochie, Chris Chukwudi
; Ezzeh, Peace Oguguo
; Eboka, Andrew Okonji
; Agboi, Joy
; Ejeh, Patrick Ogholuwarami
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
The daily exchange of informatics over the Internet has both eased the widespread proliferation of resources to ease accessibility, availability and interoperability of accompanying devices. In addition, the recent widespread proliferation of smartphones alongside other computing devices has continued to advance features such as miniaturization, portability, data access ease, mobility, and other merits. It has also birthed adversarial attacks targeted at network infrastructures and aimed at expl...
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Application of anthocyanin extract from butterfly pea flower (Clitoria ternatea) as a freshness indicator : Aplikasi ekstrak antosianin bunga telang (Clitoria ternatea) sebagai indikator kesegaran
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 2
(2025)
Chicken and processed products like dimsum are susceptible to rapid spoilage due to their high water and nutrient content. This makes it difficult for consumers to directly assess a packaged product's freshness. To address this, a novel smart packaging solution using a biodegradable film infused with anthocyanin extract from butterfly pea flowers (Clitoria ternatea) as a visual freshness indicator was developed. The primary objective of this research was to evaluate the effect of three different...
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