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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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Pengaruh Penambahan Jamur Kuping Hitam (Auricularia Polytricha) Terhadap Sifat Kimia dan Organoleptik Nugget Ikan Tongkol Abu-Abu (Thunnus Tonggol)
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
Fish nuggets are a food that is quite popular with people because they contain high nutrition. Addition of black ear mushrooms to gray tuna nuggets to increase nutritional value and crude fiber content and acceptability. This study aims to determine the effect of the correct concentration of black ear fungus on chemical and organoleptic properties. This research was conducted using a completely randomized design method (CRD) with 4 treatments at the concentration of addition of black ear fungus...
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The Use of Google Translate and U-Dictionary as Machine Translation for Translating Text: EFL College Student’s Preference and Perceptions
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
Several studies have investigated the effects of using Google Translate and U-Dictionary on translation products for English as a foreign language (EFL) student. However, students' preferences regarding these two machines’ translation for translating texts in EFL translation classes in Indonesia still seem relatively few and have not been much explored. This research aimed to determine which machine translation EFL college students prefer for translating their text. This study used a qualitative...
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Pemanfaatan Teknologi Informasi, Literasi Keuangan, Modal Usaha dan Kreativitas dalam Mencapai Business Sustainability pada Mahasiswa Wirausaha
Widiastuti, Ekaningtyas
; (SINTA ID : 6152351, Universitas Jenderal Soedirman)
; Simin, Simin
; Listiowati, Emyliana
; Nikmah, Filda Khoirun
Probisnis
Vol 17
, No 1
(2024)
Penelitian ini bertujuan untuk menguji pemanfaatan teknologi informasi, literasi keuangan, modal usaha, dan kreativitas dalam mancapai business sustainability pada Mahasiswa Wirausaha Universitas Jenderal Soedirman. Metode pengumpulan data yang digunakan berupa kuisioner. Teknik pengambilan sampel dalam penelitian ini adalah Convenience sampling. Analisis data menggunakan program SPSS dengan metode Regresi Linear Berganda. Sampel yang dihasilkan sebanyak 99 responden mahasiswa berwirausaha. Hasi...
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Pelatihan Teknik Sampling Dan Survey Untuk Meningkatkan Kinerja Karyawan PT Mustika Jaya Lestari Semarang
Yulianto, Safaat
; Khikmah, Laelatul
; Ambarwati, Atika Nurani
; Wijayaningrum, Taswati Nova
; Sulistijanti, Wellie
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 4
, No 1
(2024)
Survey is a very important step in supporting decision making in various fields. In conducting surveys, surveyors are required to collect data that must be approached by statistical methods. To be able to understand and conduct surveys correctly, an understanding of statistical analysis is needed, especially on quantitative data. The low understanding and analysis of data and the use of statistical methods make survey results with quantitative data cannot be completed correctly. To be able to co...
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Improving Students’ English Grammar Through Incorporating Games
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
This classroom action research aimed to enhance English grammar learning at a junior high school level by incorporating game-based activities, focusing on the simple present tense. The primary objective was to address identified challenges, such as low student enthusiasm and understanding of grammatical concepts. The study used classroom action research, unfolded in three cycles, each refining the game-based approach based on insights from the previous cycle. The methodology involved pre-tests,...
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Sistem Pendukung Keputusan Penilaian Kinerja Pegawai Dpmptsp Kota Salatiga Menggunakan Moora (Multi-Objective Optimization By Ratio Analysis)
Jurnal Ilmiah Sains dan Teknologi
Vol 6
, No 01
(2024)
Proses penilaian kinerja pegawai pada DPMPTSP Kota Salatiga dilakukan secara manual dengan menggunakan form yang sudah ditetapkan dengan kriteria penilaian kinerja yaitu nilai SKP, orientasi pelayanan, integritas, komitmen, disiplin, kerjasama, dan kepemimpinan. Pelaksanaan penilaian kinerja pegawai mengalami kendala untuk penentuan pegawai yang mendapatkan penghargaan. Mengingat jumlah pegawai yang banyak dan proses evaluasi kinerja pegawai yang cukup rumit dengan banyaknya kriteria menyebabkan...
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Penggunaan Metode Rank Order Centroid dalam Penentuan Nilai Centroid (Studi Kasus : Dataset Biji Gandum)
Jurnal Ilmiah Sains dan Teknologi
Vol 6
, No 01
(2024)
Clustering is a data processing in data mining, namely a clustering process by separating a set of data into smaller groups or clusters based on similar characteristics. A clustering method in data mining is K-Means. The KMeans method processes data into the desired number of clusters and the data will be placed into clusters based on the proximity of the centroid or distance to each cluster. The conventional K-Means method has the disadvantage, namely the initial centroid selection is random so...
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Pelatihan Pembuatan Animasi Untuk Kalangan Pengajar Dalam Upaya Meningkatan Ketrampilan Dibidang Teknologi
Yulianton, Heribertus
; Santi, Rina Candra Noor
; Ningsih, Dewi Handayani Untari
; Wismarini, Theresia Dwiati
; Supriyanto, Edy
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 4
, No 1
(2024)
Macromedia Flash is an application that can be used to create animations. The use of Macromedia Flash is still not used optimally for developing learning media. Macromedia Flash itself is a software application used to create animations and is an application program commonly used in creating multimedia. The convenience of this application can be used to create and edit animations to make them more interesting and beautiful. For learning media, teaching materials can be used to beautify the teach...
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Analisis Struktural dan Pandangan Dunia Pengarang dalam Cerkak Cobaning Asmara
Vol 2
, No 2
(2024)
The problem discussed in this study is the structural cerkak Cobaning Asmara which aims to describe and explain the author's worldview regarding the existence of Poerwadhie and the concept of true love contained in the cerkak Cobaning Asmara. This research is an analytical research to examine the contents of the cerkak, the author's worldview, and the concept of true love from the cerkak by using a qualitative descriptive method through a sociological approach to literature. The script used to e...
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