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Optuna Based Hyperparameter Tuning for Improving the Performance Prediction Mortality and Hospital Length of Stay for Stroke Patients
Tikaningsih, Ades
; Universitas Amikom Purwokerto
; Lestari, Puji
; Universitas Amikom Purwokerto
; Nurhopipah, Ade
; Universitas Amikom Purwokerto
; Tahyudin, Imam
; (Scopus ID: 56764427700, Universitas Amikom Purwokerto)
; Winarto, Eko
; RSUD Banyumas Polyclinic Neural
; Hassa, Nazwan
; RSUD Banyumas Polyclinic Neural
Telematika
Vol 17
, No 1
(2024)
Cardiovascular disease (CVD) stands as the foremost contributor to worldwide mortality, with strokes as part of significant CVD. Research on potential mortality risks and hospitalizations for stroke patients became crucial as a basis for evaluation to improve the quality and control of stroke patient services. Although machine learning technology has been widely used in health data analysis, understanding the relative performance and characteristics of machine learning (ML) models is still limit...
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PENGULANGAN TINDAK PIDANA OLEH KLIEN YANG MENDAPATKAN INTEGRASI DI BALAI PEMASYARAKATAN KELAS II KLATEN
Dinamika Hukum
Vol 14
, No 3
(2024)
The purpose of this study is to examine and analyze the factors that cause clients to repeat crimes that previously received an integration program at the Klaten Class II Correctional Center. Review and analyze the implementation of guidance and supervision of clients who receive integration programs at the Klaten Class II Correctional Center.The Correctional Center has an important role in providing guidance to clients who have obtained an integration program, namely by providing guidance and s...
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A Critical Task Need Analysis of English for Room Division Department of Hospitality Industry: Internship Students’ Reflection
Fadilah, Rahmi
; Ayudia, Honesty Yonanda
; Harmawan, Violintikha
; Adzandri, Faraz
; Rangkuti, Putri Astri
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
English for hospitality workers is mostly used in the room division where this section is directly related to guests that includes the realm of housekeeping and front office work. In this study, it will be discussed how the needs analysis of the use of English is taken from the learner approach to the task approach. The purpose of the study is for ensuring that language instruction is relevant, efficient, and tailored to the specific requirements of the hospitality industry, ultimately contribut...
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Critical Digital Pedagogy’s Framework: Lecturer’s Voices to Analysis the Incorporation of Discord Tool in Higher Education
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
Critical pedagogy can be reflected in the situation when the learners become social transformers of their community and world, and when they critically construct knowledge. The prior researchers s only evaluated discrepancies in gender and age. Freire and Brown's framework also verified the feasibility and reliability of implementing CDP. However, general skills and unspecific digital tools drove the reader's bias and ambiguity. Consequently, the purposes of the study aim to connect previous to...
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THE ROLE OF FREE SEX HAZARDS INFORMATION SERVICES TO IMPROVE UNDERSTANDING OF REPRODUCTIVE SYSTEM HEALTH (Research on Adolescents in Wonosari, Jatikuwung, Gondangrejo, Karanganyar in 2021)
MEDI KONS
Vol 8
, No 1
(2024)
This study aimed to determine the level of understanding of adolenscents about the dengers of free sex regarding reproductive health through information services carried out in RT 04 RW 03 Wonosari Village Jatikuwung, Gondangrejo, Karanganyar. This research is a qualitative research. The research subjects were 3 teenagers and their parents. Data obtained through observation interviews and documentation. Observations were carried out by the researcher by observing the behavior of research subject...
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An Analysis of Reading Comprehension In Narrative Text At Eleventh Grade Students of SMA N1 Slogohimo
English Research Journal : Journal of Education, Language, Literature, Arts and Culture
Vol 8
, No 2
(2024)
This study aims to analyze the students reading comprehension ability on narrative text based on the four levels of comprehension skills at eleventh Grade Students of SMA N1 Slogohimo. This research used qualitative descriptive research To describe the students reading comprehension in narrative text based on the four level comprehension skill for eleventh Grade Students of SMA N1 Slogohimo. To collect the data, the researcher used questionnaires and interview with the teacher and students. Afte...
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A DISCOURSE ANALYSIS OF SONG ENTITLED "GHOST" BY JUSTIN BIEBER
English Research Journal : Journal of Education, Language, Literature, Arts and Culture
Vol 8
, No 2
(2024)
This study aims to analyze the form of discourse analysis of songs entitled “Ghost†by Justin Bieber. The researcher used a qualitative descriptive method. The data collection in the research was listening, watching, reading and taking notes all data from the song. The researcher used the validity triangulation data and triangulation theory to check validation. The result of the research showed that in song entitled “Ghost†by Justin Bieber was divided into three aspects, they were socio...
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Pemberdayaan Masyarakat Kelurahan Brumbungan, Kecamatan Semarang Tengah, Kota Semarang Melalui Pembuatan Sabun Cair
Oktaviananda, Cyrilla
; Pratiwi, Mumpuni Asih
; Purnavita, Sari
; Cahyani, Intan Dwi
; Argananda, Jasmine Aulia
Palawa: Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 2
(2024)
Kantor kelurahan Brumbungan terletak di Jalan Brumbungan RT 8 RW 5 Kecanatan Semarang Tengah. Jumlah penduduk kelurahan Brumbungan per Oktober 2023 adalah sebesar 3.354 jiwa dengan 1.502 KK. Penduduk Perempuan berjumlah 1.876 jiwa. Jumlah ini 400an jiwa lebih banyak dibandingkan penduduk laki-laki. Jumlah penduduk perempuan yang lebih banyak diasumsikan bahwa sejumlah 400an perempuan merupakan tulang punggung keluarga. Untuk itu, diperlukan upaya-upaya aktif untuk menambah keterampilan perempuan...
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Strategi Komunikasi Retro Squad Dalam Menarik Minat Pendengar Melalui Radio Streaming
Marianto, Maruschka Albertine
; Universitas Budi Luhur Jakarta
; Vera, Nawiroh
; Universitas Budi Luhur Jakarta
Aguna: Jurnal Ilmu Komunikasi
Vol 5
, No 1
(2024)
Di era digital ini, radio sudah banyak kehilangan pendengarnya, namun tetap bisa mempertahankan eksistensinya. Retro Squad merupakan salah satu radio komunitas yang berani mengudara melalui internet atau streaming. Penelitian ini menggunakan teori Strategi Komunikasi Anwar Arifin. Paradigma yang digunakan adalah paradigma post-positivisme, dengan metode penelitian Deskriptif Kualitatif. Hasil dari penelitian ini adalah Retro Squad menggunakan empat langkah Strategi Komunikasi yang meliputi menge...
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Pengharuh Penggunaan Media Video Kesehatan terhadap Pengetahuan Remaja tentang Pencegahan Hiv/Aids Kelas X Ipa 1 di SMA 26 Batam
Vol 15
, No 1
(2024)
Latar Belakang : Penularan HIV/AIDS terjadi karena kurangnya pengetahuan di kalangan remaja. Remaja harus paham pentingnya kesehatan reproduksi dan menghindari seks bebas untuk mencegah penularan HIV dan perilaku seks berisiko. Hal ini terjadi karena kurangnya pengetahuan di kalangan remaja. Remaja harus paham pentingnya kesehatan reproduksi dan menghindari seks bebas untuk mencegah penularan HIV. Metode : Metode penelitian ini adalah Quasi eksperimen dengan rancangan pre tes – pos tes one group...
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