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All Journal Jurnal Akuntansi Muhammadiyah JOURNAL OF HEALTHCARE TECHNOLOGY AND MEDICINE Jurnal Perspektif Ekonomi Darussalam AcTion: Aceh Nutrition Journal Journal Of Management Science (JMAS) Jurnal Mantik Informatika JURNAL ILMIAH SIMANTEK International Journal of Engineering, Science and Information Technology CENDEKIA : Jurnal Ilmu Pengetahuan AJAD : Jurnal Pengabdian kepada Masyarakat Journal Of Human And Education (JAHE) International Journal of Economics and Management Research MARAS : Jurnal Penelitian Multidisplin
Putri Mauliza, Putri
Universitas Battuta, Medan, Indonesia
Religion Agriculture, Biological Sciences & Forestry Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Transportation Other

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Performance Analysis of H2O and H2O with HCl Material Image Classification Using Inception V3, VGG19, DenseNet201, and Otsu Segmentation Yunidar, Yunidar; Melinda, Melinda; Putri, Mauliza; Irhamsyah, Muhammad; Basir, Nurlida; Khairah, Alfita
International Journal of Engineering, Science and Information Technology Vol 5, No 4 (2025)
Publisher : Malikussaleh University, Aceh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52088/ijesty.v5i4.1253

Abstract

Challenges in classifying signals with fluctuations remain a focus in the field of image and signal processing. Deep learning technology, especially CNN (Convolutional Neural Network), has proven effective for complex visual classification; however, its performance can still be improved, particularly for signal nonlinearity distributions that are not evenly distributed. This study develops a system for classifying signals that exhibit high fluctuations using a merged Otsu segmentation and deep learning ensemble approach with InceptionV3, VGG19, and DenseNet201 models. The methodology employed is a quantitative study based on a deep learning ensemble. H?O and H?O with HCL signal datasets were processed using Otsu segmentation and then extracted using three CNN architectures, which were then combined with the methods of soft voting and stacking. Evaluation is conducted through the analysis of accuracy, precision, recall, loss, and a confusion matrix. DenseNet201 records the highest accuracy of 95%, precision of 0.90, recall of 0.86, and f1-score of 0.95. InceptionV3 achieves equivalent accuracy (95%) but with a recall of 0.83. VGG19 noted an accuracy of 91%, a precision of 0.82, and a recall of 0.78. The ensemble results show improvement in stability classification, especially in class H?O segmentation. However, the classification class HCL segmentation still shows more mistakes. The integration of Otsu segmentation and deep learning ensemble models has been proven effective in increasing the accuracy of classifying signal fluctuations. Segmentation helps highlight the importance of spatial features, while ensemble enhances model generalization. Research furthermore recommended exploring method segmentation and adaptive data augmentation to handle more complex and unbalanced distributions.
Pelatihan Seni Henna Pengantin Bagi Masyarakat Untuk Meningkatkan Pendapatan Lokal dan Peluang Usaha Bagi Masyarakat Desa Lhung Tarok Kecamatan Blang Pidie Kabupaten Aceh Barat Daya Bagus Susanto, Dimas; Riska, Mila; Kurrahman, Taufit; Putri, Mauliza; Nidar, Rosma; Ardika, Danil
Journal Of Human And Education (JAHE) Vol. 4 No. 6 (2024): Journal of Human And Education (JAHE)
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jh.v4i6.1756

Abstract

Pelatihan keterampilan merupakan langkah strategis yang diakui secara luas dalam pembangunan lokal. Pelatihan seni henna pengantin bertujuan untuk meningkatkan pendapatan daerah dan menciptakan peluang bisnis baru. termasuk dukungan pasca pelatihan untuk memastikan penerapan keterampilan dan keberlanjutan. Mengintegrasikan unsur budaya lokal ke dalam produk henna art dapat meningkatkan nilai pasar dan kepuasan pelanggan. Secara keseluruhan, program pelatihan seni henna di desa lhung tarok telah menunjukkan hasil positif dalam meningkatkan pendapatan lokal dan mendorong peluang usaha. Kata Kunci: Seni Henna, Pendapatan lokal, Peluang Usaha.
PENGARUH PENGAWASAN DAN KOMPENSASI TERHADAP DISIPLIN KERJA PEGAWAI PADA KANTOR DINAS PERINDUSTRIAN DAN PERDAGANGAN ACEH Mauliza, Putri; ., Fitriliana; Hanum, Firlia; ., Juwita
Jurnal Akuntansi Muhammadiyah (JAM) Vol 13, No 2 (2023): Edisi Juli-Desember 2023
Publisher : University Muhammadiyah Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Penelitian ini bertujuan untuk mengetahui pengaruh pengawasan dan kompensasi terhadap disiplin kerja pada kantor Dinas Perindustrian dan Perdagangan Aceh. Populasi dalam penelitian ini adalah para pegawai pada kantor Dinas Perindustrian dan Perdagangan Aceh sebanyak  135 orang dan sampel dalam penelitian ini sebanyak 57 responden. Teknik analisis data yang digunakan adalah uji regresi linier berganda. Tenik pengumpulan data dilakukan dengan cara penyebaran kuesioner, dan teknik skala Likert. Hasil penelitian secara simultan pengawasan dan kompensasi berpengaruh signifikan terhadap disiplin kerja, karena nilai F hitung sebesar 2,665 lebih besar dari F tabel sebesar 2,380. Secara parsial pengawasan berpengaruh signifikan terhadap disiplin kerja, karena nilai thitung sebesar 2,331 lebih besar dari ttabel sebesar 2,002. Secara parsial variabel kompensasi berpengaruh signifikan terhadap disiplin kerja, karena nilai thitung sebesar 2,411 lebih besar dari ttabel sebesar 2,002. Nilai koefisien korelasi (R) menunjukkan nilai sebesar 0,500 yang menandakan bahwa hubungan antara variabel independen dengan variabel dependen adalah positif karena memiliki nila R 0,5. Nilai R2 sebesar 0,790 menunjukkan bahwa hanya sebesar 79 % variasi variabel dependen (disiplin kerja) yang dapat dijelaskan oleh variasi variabel independen (pengawasan dan kompensasi). Sedangkan sisanya yang sebesar 21 % dijelaskan oleh variabel lain yang tidak dimasukkan ke dalam penelitian yang mungkin dapat mempengaruhi disiplin kerja.
Literatur Review Pengaruh Peer Education terhadap Pengetahuan dan Sikap Remaja tentang Pencegahan HIV-AIDS Rezeki, Sahbainur; Mauliza, Putri; Dhirah, Ulfa Husna
JOURNAL OF HEALTHCARE TECHNOLOGY AND MEDICINE Vol 9, No 1 (2023): April 2023
Publisher : Universitas Ubudiyah Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33143/jhtm.v9i1.2876

Abstract

Tujuan dari penelitian ini adalah untuk mengetahui pengaruh per education terhadap pengetahuan dan sikap remaja tentang pencegahan HIV/AIDS. Berdasarkan hasil pengumpulan artikel sebagai referensi utama yang ditelaah dalam penelitian ini dan setelah dilakukan penyeleksian, diperoleh sebanyak 20 artikel yang memenuhi kriteria inklusi . Kemudian 20 artikel yang sudah memenuhi kriteria diseleksi kembali berdasarkan kesesuaian dengan tujuan penelitian dan kualitas quartile jurnal yang dikeluarkan oleh Scopus dan SchimagoJr, sehingga diperoleh 8 artikel yang dijadikan referensi utama.Kata Kunci: peer group, remaja, AIDSThe purpose of this study was to determine the effect of per education on the knowledge and attitudes of adolescents about HIV/AIDS prevention. Based on the results of the collection of articles as the main reference reviewed in this study and after selection, 20 articles were obtained that met the inclusion criteria. Then 20 articles that met the criteria were re-selected based on suitability with the research objectives and the quality of the journal quartiles issued by Scopus and SchimagoJr, so that 8 articles were obtained as the main references.Keywords: peer group, teenagaer, AIDS
Associations between knowledge, attitudes, junk food consumption, and obesity risk among productive age adults in Aceh, Indonesia Marniati, Marniati; Anwar, Chairanisa; Mauliza, Putri
AcTion: Aceh Nutrition Journal Vol 10, No 4 (2025): December
Publisher : Department of Nutrition at the Health Polytechnic of Aceh, Ministry of Health

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30867/action.v10i4.2998

Abstract

Obesity has become a global public health problem with increasing prevalence. In Indonesia, Aceh ranks 10th out of 38 provinces, with an obesity prevalence of 24.4%. The number of obesity cases in Aceh Besar Regency among individuals of productive age has increased, despite an overall decline in patient visits between 2022 and 2024. This study aimed to analyze the relationship between knowledge, attitudes, and consumption habits of junk food and the risk of obesity in individuals of productive age. This observational analytical study with a case-control design was conducted in Aceh Besar between May and June 2025. The sample consisted of 120 productive-age adults (15–64 years) selected through proportional sampling methods. Knowledge, attitudes, and junk food consumption were measured using a structured questionnaire that had been tested for validity, and data analysis was performed using the chi-square test. The results showed a significant relationship between knowledge (p=0.017; OR=0.375) and junk food consumption habits (p=0.001; OR=0.269) and the incidence of obesity. Conversely, attitudes did not show a statistically significant relationship with the risk of obesity (p=0.083; OR=0.509). In conclusion, nutritional knowledge and junk food consumption habits are important factors in the risk of obesity in individuals of productive ages. Strengthening nutrition education and reducing fast-food consumption are recommended community-based obesity prevention measures.
Pengaruh Pemasaran Digital Terhadap Keputusan Pembelian dengan Citra Merek sebagai Variabel Mediasi Tarigan, Rajutawan Riki Maruli Tua; Wahyuni, Etty Sri; Ari Prabowo; Mauliza, Putri
MARAS : Jurnal Penelitian Multidisiplin Vol. 4 No. 1 (2026): MARAS : Jurnal Penelitian Multidisiplin, Maret 2026
Publisher : Lumbung Pare Cendekia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60126/maras.v4i1.1503

Abstract

Penelitian ini bertujuan untuk menganalisis pengaruh pemasaran digital terhadap keputusan pembelian konsumen Fore Coffee di Kota Medan dengan citra merek sebagai variabel mediasi. Metode penelitian yang digunakan adalah kuantitatif dengan pendekatan survei. Populasi dalam penelitian ini adalah seluruh konsumen Fore Coffee di Kota Medan, dengan sampel sebanyak 100 responden yang ditentukan menggunakan teknik purposive sampling. Pengumpulan data dilakukan melalui kuesioner dengan skala Likert 1-5. Teknik analisis data menggunakan Partial Least Squares Structural Equation Modeling (PLS-SEM) dengan bantuan software SmartPLS 4.0. Hasil penelitian menunjukkan bahwa: (1) pemasaran digital berpengaruh positif dan signifikan terhadap citra merek; (2) pemasaran digital berpengaruh positif dan signifikan terhadap keputusan pembelian; (3) citra merek berpengaruh positif dan signifikan terhadap keputusan pembelian; dan (4) citra merek memediasi secara parsial pengaruh pemasaran digital terhadap keputusan pembelian konsumen Fore Coffee di Kota Medan.
PENGARUH PENGAWASAN PIMPINAN, KOMPENSASI FINANSIAL DAN KNOWLEDGE MANAGEMENT TERHADAP KEDISIPLINAN KERJA PEGAWAI PADA KANTOR KECAMATAN KRUENG SABEE KABUPATEN ACEH JAYA Hanum, Filia; Ikhbar, Samsul; Juwita, Juwita; Fitriliana, Fitriliana; Mauliza, Putri; Saputra, Heri
CENDEKIA: Jurnal Ilmu Pengetahuan Vol. 6 No. 2 (2026)
Publisher : Pusat Pengembangan Pendidikan dan Penelitian Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51878/cendekia.v6i2.9131

Abstract

ABSTRACT Employee work discipline is one of the important factors in supporting the effectiveness and improvement of performance in government organizations. Various factors are assumed to influence the level of employee discipline, including leadership supervision, financial compensation, and the implementation of knowledge management that has not been optimally carried out. This study aims to analyze the effect of leadership supervision, financial compensation, and knowledge management, both simultaneously and partially, on employee work discipline at the Krueng Sabee Sub-District Office, Aceh Jaya Regency. This research employed a quantitative approach using a survey method. Data were collected through questionnaires and documentation studies, with the research subjects consisting of all employees of the Krueng Sabee Sub-District Office totaling 32 respondents. Data analysis was conducted using multiple linear regression to examine the relationships and effects among the research variables. The results indicate that leadership supervision, financial compensation, and knowledge management simultaneously have a positive and significant effect on employee work discipline. Partially, each independent variable also shows a positive and significant effect, with knowledge management identified as the most dominant variable influencing employee work discipline. The coefficient of determination reveals that most of the variation in employee work discipline can be explained by these three variables, while the remaining variation is influenced by other factors outside the research model. The findings conclude that improving employee work discipline can be achieved through strengthening leadership supervision, providing adequate financial compensation, and implementing effective and sustainable knowledge management. ABSTRAK Kedisiplinan kerja pegawai merupakan salah satu faktor penting dalam mendukung efektivitas dan peningkatan kinerja organisasi pemerintahan. Berbagai faktor diduga memengaruhi tingkat kedisiplinan pegawai, di antaranya pengawasan pimpinan, kompensasi finansial, dan penerapan knowledge management yang belum berjalan secara optimal. Penelitian ini bertujuan untuk menganalisis pengaruh pengawasan pimpinan, kompensasi finansial, dan knowledge management baik secara simultan maupun parsial terhadap kedisiplinan kerja pegawai pada Kantor Camat Krueng Sabee Kabupaten Aceh Jaya. Penelitian ini menggunakan pendekatan kuantitatif dengan metode survei. Data dikumpulkan melalui kuesioner dan studi dokumentasi, dengan objek penelitian seluruh pegawai Kantor Camat Krueng Sabee Kabupaten Aceh Jaya yang berjumlah 32 responden. Analisis data dilakukan menggunakan metode regresi linier berganda untuk mengetahui hubungan dan pengaruh antarvariabel penelitian. Hasil penelitian menunjukkan bahwa secara simultan pengawasan pimpinan, kompensasi finansial, dan knowledge management berpengaruh positif dan signifikan terhadap kedisiplinan kerja pegawai. Secara parsial, masing-masing variabel independen juga memiliki pengaruh positif dan signifikan, dengan knowledge management sebagai variabel yang paling dominan dalam memengaruhi kedisiplinan kerja pegawai. Nilai koefisien determinasi menunjukkan bahwa sebagian besar variasi kedisiplinan kerja pegawai dapat dijelaskan oleh ketiga variabel tersebut, sementara sisanya dipengaruhi oleh faktor lain di luar model penelitian. Simpulan penelitian ini menegaskan bahwa peningkatan kedisiplinan kerja pegawai dapat dicapai melalui penguatan pengawasan pimpinan, pemberian kompensasi finansial yang memadai, serta penerapan knowledge management yang efektif dan berkelanjutan.
Co-Authors ., Fitriliana ., Juwita Anwar, Chairanisa Aprilda Yanti Ardika, Danil Ari Prabowo Bagus Susanto, Dimas Basir, Nurlida Dhirah, Ulfa Husna Etty Sri Wahyuni Fitriliana Fitriliana Fitriliana Hanum, Filia Hanum, Firlia Henry Aspan Ikhbar, Samsul Juwita Juwita Juwita, Juwita Khairah, Alfita Kurrahman, Taufit Liana, Fitri Marlina Marniati Marniati, Marniati Melinda Melinda Muhammad Irhamsyah Nelly Nelly Nidar, Rosma Rezeki, Sahbainur Riska, Mila Rusli Yusuf Safitri, Yuni Ayu Saiful Amri Saputra, Heri T. Roli Ilhamsyah Tarigan, Rajutawan Riki Maruli Tua Yunidar Zahara Meutia