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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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A Quantum Circuit Learning-based Investigation: A Case Study in Iris Benchmark Dataset Binary Classification
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
This study presents a Quantum Machine Learning (QML) architecture for perfectly classifying the Iris flower dataset. The research addresses improving classification accuracy using quantum models in machine-learning tasks. The objective is to demonstrate the effectiveness of QML approaches, specifically the Variational Quantum Circuit (VQC), Quantum Neural Network (QNN), and Quantum Support Vector Machine (QSVM), in achieving high performance on the Iris dataset. The proposed methods result in pe...
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4 Sitasi
Phytochemical and Antioxidant Activity of Akway (Drymis piperita Hook f.) Stem Bark Ethanol Extract
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 3
(2024)
The amount of solvent affects the effectiveness of the extraction, so the chemical components are extracted entirely from the plant. This study investigated the best ratio of Akway bark : solvent (ethanol) to produce Akway extract with the highest antioxidant activity. Extraction with the treatment of Akway skin: ethanol ratio of 1:2; 1:4; 1:6 (b/v) was carried out and then the results were tested for total phenolic and flavonoid content and antioxidant activity. The best Akway bark:ethanol rati...
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1 Sitasi
Sosialisasi dan Pelatihan Budidaya Larva Black Soldier Fly (BSF) sebagai Solusi Untuk Pakan Ternak Alternatif di Desa Nglebak
Bagus Tri Wibowo
; Almeid Jati Wisesa
; Jesika Ayu Nur Islami
; Faizal Aji Priambodo
; Umi Nur Kholifah
; Rizky Dwinanda
; Mu’tasim Billah
; Dona Wahyuning Laily
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 2
, No 1
(2022)
Besarnya pengeluaran biaya pakan konsentrat pada usaha ternak masih menjadi masalah umum bagi para peternak. Memilih alternatif pakan memiliki kandungan protein lebih tinggi seperti pemanfaatan larva Black Soldier Fly dapat dijadikan solusi permasalahannya. Oleh karena itu, kelompok 02 KKN-T UPN “Veteran” Jawa Timur mengadakan sosialisasi dan pelatihan budidaya larva Black Soldier Fly (BSF) di desa Nglebak, kecamatan Bareng, kabupaten Jombang. Tujuan dari kegiatan ini adalah adanya budidaya larv...
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KAJIAN HUKUM TENTANG DELIK PENGGELAPAN Studi Kasus Putusan Pengadilan Negeri Surakarta (Nomor: 05 / Pid.B / 2015 / PN. Skt dan Nomor: 169/Pid.B/2014/PN Skt)
Dinamika Hukum
Vol 6
, No 2
(2020)
The purpose of this research is to review and to analyze the implementation of
the legal consideration of judges in convicting toward the offense perpetrator of
embezzlement on district court decision and comparison of judge’s decision in the crime
of embezzlement on Surakarta district court.Research focus background is based on the
aspect of material penal law implementation existence by legal prosecutor toward crime
of embezzlement and what the legal considerations are in deciding crime of
e...
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