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Integrating Hybrid Statistical and Unsupervised LSTM-Guided Feature Extraction for Breast Cancer Detection
Setiadi, De Rosal Ignatius Moses
; Ojugo, Arnold Adimabua
; Pribadi, Octara
; Kartikadarma , Etika
; Setyoko, Bimo Haryo
; Widiono, Suyud
; Robet, Robet
; Aghaunor, Tabitha Chukwudi
; Ugbotu, Eferhire Valentine
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Breast cancer is the most prevalent cancer among women worldwide, requiring early and accurate diagnosis to reduce mortality. This study proposes a hybrid classification pipeline that integrates Hybrid Statistical Feature Selection (HSFS) with unsupervised LSTM-guided feature extraction for breast cancer detection using the Wisconsin Diagnostic Breast Cancer (WDBC) dataset. Initially, 20 features were selected using HSFS based on Mutual Information, Chi-square, and Pearson Correlation. To addres...
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REVOLUSI KESEHATAN DIGITAL MELALUI TEKNOLOGI BIG DATA DALAM APLIKASI MOBILE JKN: RAPID REVIEW
Siallagan, Amelia Dameyanti
; Diana, Haninan Salma
; Fitriya, Neng Inggri
; Nurhuda, Puspa Madya
; Oktaviany, Veny
; Luginasari, Yulia
; Sukaesih, Nunung Siti
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 16
, No 1
(2025)
Pendahuluan : Aplikasi Mobile JKN, yang diluncurkan oleh BPJS Kesehatan, adalah salah satu implementasi teknologi big data dalam sektor kesehatan, yang meningkatkan kualitas, efisiensi, dan aksesibilitas pelayanan kesehatan. Penelitian ini bertujuan untuk mengidentifikasi sistem pengelolaan data melalui dalam Aplikasi Mobile JKN sebagai implementasi teknologi big data. Metode : Desain studi dalam penelitian ini adalah rapid review dengan kriteria inklusi artikel yang diteliti dipublikasikan dari...
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PRAKTIK PROFESIONAL PENGEMBANG TEKNOLOGI PEMBELAJARAN: IMPLEMENTASI ILMU TEKNOLOGI PENDIDIKAN DAN KODE ETIK YANG MENAUNGINYA
Kusdiantie, Meiyesha
; Risty Adhia Febianty
; Putri, Melyani Rizkia
; Salsabilla, Alma Salum
; Hutajulu, Debora Keisha
NALAR: Jurnal Pendidikan dan Kebudayaan
Vol 3
, No 2
(2025)
Artikel ini membahas mengenai pengimplementasian ilmu teknologi pendidikan dalam jabatan fungsional pengembang teknologi pembelajaran dan kode etik yang menaunginya. Penelitian ini bertujuan untuk memperkaya pemahaman mengenai pengaplikasian teknologi pendidikan di dalam jabfung PTP dan pemahaman lebih jauh mengenai kode etik yang menaungi jabfung PTP. Dengan fokus tujuan tersebut maka yang menjadi responden adalah 2 orang profesional alumni teknologi pendidikan yang sekarang menjabat sebagai ja...
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ANALISIS YURIDIS PENERAPAN PASAL 56 KITAB UNDANG-UNDANG HUKUM ACARA PIDANA DALAM PERADILAN PIDANA DITINJAU DARI KEPASTIAN HUKUM DAN KEADILAN HUKUM
Rahman, Muhammad Faiz
; Husna, Aqila
; Mihrab, Nurrahmah Stephanie
; Oktaviana, Malkah Melia
; Dariyah H, Salsabila Poetri
DINAMIKA HUKUM
Vol 26
, No 1
(2025)
Abstract
Indonesia is a country based on law and not based on mere power. A rule of law has a commitment to uphold every human right (HAM) and guarantees that every citizen has equal status before the law. Law has the aim of achieving peace, justice and benefits for society, in order to achieve order and tranquility in order to realize the supremacy of law. To realize legal supremacy, law enforcers are needed. This research uses a type of normative legal research, which is carried out by looking...
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Aspect-Based Sentiment Analysis on E-commerce Reviews using BiGRU and Bi-Directional Attention Flow
Setiadi, De Rosal Ignatius Moses
; Warto, Warto
; Muslikh, Ahmad Rofiqul
; Nugroho, Kristiawan
; Safriandono, Achmad Nuruddin
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Aspect-based sentiment Analysis (ABSA) is vital in capturing customer opinions on specific e-commerce products and service attributes. This study proposes a hybrid deep learning model integrating Bi-Directional Gated Recurrent Units (BiGRU) and Bi-Directional Attention Flow (BiDAF) to perform aspect-level sentiment classification. BiGRU captures sequential dependencies, while BiDAF enhances attention by focusing on sentiment-relevant segments. The model is trained on an Amazon review dataset wit...
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Analisis Pengaruh Tarif, Aksesibilitas, Sarana dan Prasarana Terhadap Minat Pengguna Bus Rosalia Indah di Kota Blitar
Faisal, Mochamad
; Sulistyowati, Sulistyowati
; Amalia, Listiati
; Sumantri, Andar Sri
; Samekto, Agus Aji
; Roesjanto, Roesjanto
; Supriyanto, Supriyanto
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
Abstract. The background of this research is the rampant competition in the bus transportation business which is marked by the increasing number of bus transportation companies in several locations that are even close to each other, which results in customers being faced with a lot of choices. One of the famous transportation services in Blitar City is the Rosalia Indah bus. Ticket sales from PO Rosalia Indah are higher every day compared to other POs, such as PO Harapan Jaya. Therefore, transpo...
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Penerapan Media Digital dalam Mengatasi Kurangnya Konsentrasi Minat Belajar Siswa Terhadap Pembelajaran IPS SD
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
This study aims to study the results of the application of digital media in overcoming the lack of concentration of students' interest in learning Social Sciences (IPS) in Elementary Schools. In IPS lessons there are various sciences about social and society, of course it is important to learn. The method used is a case study with a qualitative approach involving homeroom teachers and students. The results of the data obtained were taken by interviewing teachers and students involved in SDN 02 S...
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Analisis Model PBL dengan Media Canva terhadap Hasil Belajar Siswa Pendidikan Pancasila Kelas Tinggi SD
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
One of the conditions for achieving learning objectives is the achievement of satisfactory grades from students. Educators must be able to use learning models so that students are active not passive. The learning model is a learning process from start to finish. The model that educators can apply is the Problem Based Learning (PBL) model. The PBL model is one of the learning models where students are given real problems and students must be able to find solutions by finding a way out. The implem...
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Analisis Keberlanjutan Usaha Mikro, Kecil, dan Menengah UMKM di Tengah Tantangan Ekonomi Digital Kota Medan
Zarin Zakkiatul Fauziah
; Cindy Rahmawati
; Nayla Salsabila
; Raysha Zahra Rigandi
; Tamara Icha Nadine Saragi Turnip
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
MSMEs play a key role in the national economy, especially in increasing economic growth and creating new jobs. However, in the digital era, MSMEs face major problems, such as low levels of digital literacy, limited access to the internet, and fierce competition with large companies that have used technology before. This study examines the variables that influence the sustainability of MSMEs amidst digital challenges and finds methods that can be used so that MSMEs can survive and grow. The resea...
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Substitution of wheat flour with purple sweet potato and red bean increased energy value, protein, and fat content of muffin: Substitusi Terigu dengan Ubi Ungu dan Kacang Merah Meningkatkan Nilai Energi, Protein, dan Lemak Muffin
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 1
(2025)
Muffin is a wheat flour-based snack with gluten content and high glycemic index, so substitution is needed to reduce the impact of excess consumption on health. The ingredients used are purple sweet potato and red bean which have high content of energy, carbohydrates, protein and low GI. The study aimed to determine the effect of substituting wheat flour with sweet potato flour and red bean flour on the nutritional value of muffins. This was an experimental study with a single-factor completely...
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