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Optimized Deep Learning Framework for Clinical Data Classification Using Firefly-Enhanced Stacked Sparse Autoencoders
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Diabetes is a chronic metabolic disorder characterized by sustained high blood sugar levels, which frequently cause complications, including neuropathy and cardiovascular disease. Due to the complex and nonlinear nature of clinical data, accurate and timely prediction is challenging. Traditional approaches struggle to generalize or extract rich features from low-resolution datasets. In this paper, a hybrid deep learning model (FA-SSAE: Firefly Algorithm-based Stacked Sparse Autoencoder) is propo...
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Evaluation of Learning Management System for Users with Accessibility Needs Using Extended Technology Acceptance Model (E-TAM)
Zatin Niqotaini
; Henki Bayu Seta
; Theresiawati
; Dwi Vernanda
; Artika Arista
; Muhammad ibrahim Al Farisi
; Rapolo Joshua Napitupulu
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Inclusive education aims to provide equal learning opportunities for students with special needs, including the use of a Learning Management System (LMS). The urgency of this research stems from the significant challenges in LMS accessibility, which pose major obstacles for students with disabilities. These challenges include difficult navigation, a lack of screen reader features, and unfriendly interface design. The objectives of the research are to identify and evaluate the factors of LMS acce...
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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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Informasi Potensi Kemitraan dan Penyusunan Strategi Pasar Mendukung Pengembangan Akses Pasar dan Kemitraan Sentra IKM
Oktaviana, Lusi
; Herwiyanto
; Rohmad Suryadi
; Dewi Purnasari
; Inna Nur Rokhmah
; Fitri Handayani
; Sofia Ningsih Rahayu Putri
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Industri Kecil dan Menengah (IKM) merupakan kontributor penting dalam pembangunan ekonomi daerah melalui penciptaan lapangan kerja, peningkatan nilai tambah, dan penguatan struktur ekonomi berbasis lokal. Namun demikian, banyak IKM masih menghadapi tantangan berkelanjutan yang berkaitan dengan keterbatasan kapasitas inovasi, rendahnya adopsi pemasaran digital, serta lemahnya akses terhadap kemitraan strategis. Sentra IKM Srikayu di Surakarta merupakan klaster industri furnitur yang mengkhususkan...
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Rekonstruksi Kewenangan Lembaga Penegak Hukum dalam Tata Kelola Pemerintahan Pasca Reformasi
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Penelitian ini menganalisis kewenangan dan kelembagaan penegak hukum di Indonesia dalam perspektif tata negara dan kelembagaan negara. Penelitian ini menggunakan pendekatan kualitatif dengan metode yuridis normatif dan sosiologis, penelitian ini mengidentifikasi empat permasalahan fundamental: proliferasi kelembagaan yang menimbulkan tumpang tindih kewenangan, lemahnya independensi lembaga penegak hukum terhadap intervensi politik, disintegrasi sistem peradilan pidana terpadu, dan ketiadaan meka...
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Kebijakan Non Penal Dalam Pencegahan Tindak Pidana Perdagangan Telur Penyu Sebagai Satwa Yang Dilindungi di Kabupaten Bangka Tengah
Jurnal Penelitian Serambi Hukum
Vol 19
, No 01
(2026)
Non-penal policies in the prevention of the crime of trafficking in turtle eggs as protected animals are efforts used to overcome the occurrence of turtle egg trafficking by the community without using criminal punishment by focusing on prevention and coaching the community. Therefore, the purpose of this study is to find out what non-penal policies are implemented by the Directorate of Water and Air Police (DitPolairud) of the Babel Police and the Natural Resources Conservation Center (BKSDA) o...
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Literature Review: Analysis of Chatbot Trends in Government Administration
Candrawati, Zerlina Anggun
; Mahaputra, Axel Arwanov Firdaus
; Rachma, Sarah Amelia
; Candrawati, Zerlina Anggun
; Mahaputra, Axel Arwanov Firdaus
; Rachma, Sarah Amelia
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
In this modern era, governments are required to provided faster, more efficient services that can be accessed anytime and anywhere. Digital transformation encourages governments to introduce service innovations, one of which is through the use of chatbots. Therefore, this study uses a Grounded Theory-based Systematic Literature Review (SLR) approach to map and analyze 100 research related to use of chatbots in the context of government administration, considering the year of publication, type of...
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Characteristics of high-protein corn yogurt with the addition of soy protein isolate and spirulina
Dewi, Ratih Tiara
; Aini, Nur
; Haryanti, Pepita
; Khairunnisa, Anita
; Probowati, Banun Diyah
; Arsyistawa, Hadana Sabila
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 11
, No 1
(2026)
Corn milk yogurt is a fermented product that has a low protein content. One of the efforts to increase the protein content of corn milk yogurt is by adding spirulina and soy protein isolate as a source of high protein. The objectives of this research are 1) to study the formulation of high protein corn milk yogurt with the addition of spirulina and soy protein isolate; 2) to study the characteristics of corn milk yogurt. Corn yogurt with the addition of spirulina (0.08, 0.12 and 0.16%) and soy p...
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Desain Sistem Informasi Deteksi Dini Penyakit Tidak Menular (Obesitas) Berbasis Web Di Departemen Kesehatan Banyuwangi
Junaida, Junaida
; Zehro, Lailatuz
; Hasanah, Sinta Hanifa Uswatun
; Hamdani, A.
; Junaida, Junaida
; Zehro, Lailatuz
; Hasanah, Sinta Hanifa Uswatun
; Hamdani, A.
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
Perkembangan teknologi informasi memberikan kontribusi yang signifikan dalam peningkatan kualitas pelayanan kesehatan, khususnya dalam upaya deteksi dini Non-Communicable Diseases (PTM). PTM seperti diabetes melitus, hipertensi, penyakit kardiovaskular, dan obesitas memiliki prevalensi yang terus meningkat serta sering kali tidak terdeteksi pada tahap awal. Dinas Kesehatan Kabupaten Banyuwangi secara rutin melaksanakan program skrining PTM di fasilitas pelayanan kesehatan. Namun, berdasarkan has...
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YOLOv8-Based Waste Classification System with Ultrasonic Trigger for Power Efficiency
Nuraini, Yusna Salma
; Al Zahra, Nabila
; Ilham, Muhammad Faris
; Kusnadi, Irwan Tanu
; Bahri, Saeful
; Koeswara, Tya Septiani Nurfauziah
; Nur'aini, Yusna Salma
; Al Zahra, Nabila
; Ilham, Muhammad Faris
; Kusnadi, Irwan Tanu
; Bahri, Saeful
; Koeswara, Tya Septiani Nurfauziah
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
Akumulasi limbah yang tidak terkelola secara efektif menimbulkan ancaman serius bagi keberlanjutan lingkungan dan kesehatan masyarakat global, khususnya di kawasan urban padat penduduk. Meskipun teknologi pemilahan sampah otomatis telah berkembang, sistem eksisting sering kali terkendala efisiensi energi yang rendah dan isu higienitas akibat ketergantungan pada kontak fisik atau penggunaan sistem kamera yang aktif terus-menerus (always-on). Penelitian ini bertujuan merancang Sistem Pemilah Sampa...
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