p-Index From 2020 - 2025
14.385
P-Index
This Author published in this journals
All Journal Jurnal Penelitian Saintek Jurnal Ilmu Komputer Jurnal Pendidikan Kimia Undiksha KARMAPATI (Kumpulan Artikel Mahasiswa Pendidikan Teknik Informatika) ISSN: 2252-9063 Jurnal Pendidikan Kimia Indonesia Jurnal Sains dan Teknologi JSM (Jurnal SIFO Mikroskil) Telematika : Jurnal Informatika dan Teknologi Informasi Jurnal Informatika dan Teknik Elektro Terapan JURNAL PROFESI KEGURUAN Sinkron : Jurnal dan Penelitian Teknik Informatika Informatics for Educators and Professional : Journal of Informatics Information Management For Educators And Professionals (IMBI) JURNAL REKAYASA TEKNOLOGI INFORMASI SINTECH (Science and Information Technology) Journal Jurnal Informatika Universitas Pamulang Jiko (Jurnal Informatika dan komputer) Jurnal ULTIMATICS Jurnal Ilmiah Media Sisfo WIDYABHAKTI Jurnal Ilmiah Populer Jurnal Nasional Komputasi dan Teknologi Informasi International Journal of Natural Science and Engineering Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Jurnal EDUTECH Undiksha J-SAKTI (Jurnal Sains Komputer dan Informatika) Majalah Ilmiah UNIKOM JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Jurnal Pembelajaran Inovatif INFOMATEK: Jurnal Informatika, Manajemen dan Teknologi Jurnal Ilmiah Ilmu Komputer Fakultas Ilmu Komputer Universitas Al Asyariah Mandar TeknoIS : Jurnal Ilmiah Teknologi Informasi dan Sains JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Sistem Komputer dan Informatika (JSON) Jurnal Ilmu Komputer dan Sistem Informasi (JIKOMSI) Journal of Technology and Informatics (JoTI) J-SAKTI (Jurnal Sains Komputer dan Informatika) Jurnal WIDYA LAKSMI (Jurnal Pengabdian Kepada Masyarakat) Digital Transformation Technology (Digitech) Jurnal Krisnadana Jurnal Redoks : Jurnal Pendidikan Kimia dan Ilmu Kimia LOKATARA SARASWATI Jurnal Krisnadana Journal of Social Work and Empowerment Jurnal Teknologi Informasi Indonesia JURNAL TEKNIK INFORMATIKA DAN KOMPUTER Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) Galaksi
Claim Missing Document
Check
Articles

Found 2 Documents
Search
Journal : Galaksi

Comparative Analysis of The MOORA Method for Evaluating The Effectiveness of Scholarship Acceptance Piantari, Ni Kadek Ayuk; Putra, I Nyoman Tri Anindia; Widiastutik, Sri; Kartini, Ketut Sepdyana
Jurnal Galaksi Vol. 1 No. 1 (2024): Galaksi - May 2024
Publisher : Yayasan Sraddha Panca Widya Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70103/galaksi.v1i1.3

Abstract

The 1945 Constitution regulated the distribution of scholarships to make access to better life opportunities easier. Nevertheless, in some universities the scholarship selection process still depends on conventional criteria to choose the beneficiaries of scholarships; no information technology or decision support system is in place to support the objective selection process. At SMA Negeri 1 Manggis, the application of the Multi-Objective Optimisation on the Basis of Ratio Analysis (MOORA) approach is predicted to improve the effectiveness and objectivity of the scholarship recipient selecting process. Weighting the criteria and normalising the decision matrix produces optimal alternative ranking when applying the MOORA approach to choose scholarship applicants. Following normalisation, a predefined algorithm is used to compute the optimisation value for every alternative student. For ten student possibilities, the computational results show the Yi (Max - Min) values. Then, using these values, one may create a final ranking of the best options, and scholarship recipients can be counselled on the three best options. It is expected that using the DSS approach
Time Facial Expression Recognition Using Optimized CNN Models for Behavioral and Emotional Analysis Wirawan, Komang Diva Andi; Putra, I Nyoman Tri Anindia
Jurnal Galaksi Vol. 1 No. 3 (2024): Galaksi - Desember 2024
Publisher : Yayasan Sraddha Panca Widya Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70103/galaksi.v1i3.43

Abstract

Facial expression recognition is a significant field in human-computer interaction, aiming to analyze emotions such as happiness, sadness, anger, and fear. This study develops a facial expression detection system using Convolutional Neural Networks (CNN) to address challenges like lighting variations and facial angles. The research begins with collecting and preprocessing datasets, including FER-2013, to normalize, augment, and label images for seven emotion classes. The CNN model is designed with convolutional, pooling, and fully connected layers, optimized using ReLU activation, Adam optimizer, and categorical crossentropy loss function. Training is conducted on 80% of the dataset, with 20% for validation, achieving a validation accuracy of 91.7%. System performance is evaluated using precision, recall, F1-score, and real-time testing integrated with cameras, achieving an average detection accuracy of 90%. Results demonstrate the system's robustness in detecting emotions under varying conditions, highlighting its potential for applications in security, education, and emotional therapy. Future research recommends incorporating larger datasets and advanced transfer learning methods to improve system efficiency and accuracy.
Co-Authors Abdullah, Syarifudin Abednego, Ben Abenk, Made Irvan Sastra Aditama Kadek Aditya Dwiputra, I Made Afriando Tamba, Benedictus Agung Julian Swisnandya, I Gusti Agus Supriatmaja, Gede Agustina, Ni Kadek Vira Ahmad Dhenny Bagaskara Ahmad Dhenny Bagaskara Anak Agung Dewi Puspita Sari Ardani, Rahmat Rival Aristana, Made Dona Wahyu Astuti, Komang Sri Ayu Atmaja, Ketut Jaya Azizah, Nabila Aulia Bagas Suardika Wedayasa, Putu Bendesa, Anggaradiva Choirul Aminin Christina Purnama Yanti Claudya Pratama, Putri Darma Putra, Gusti Ngurah Asoka Devanda Fortuna Ashia, Kadek Dewangga, I Dewa Agung Arta Nata dodik putra Dwi Mahardika, Made Dwi Putra Asana Dwi Wredhi Sarwa Putra, Kadek dwipayana, i putu surya Evi Dwi Krisna . Fajar Muharam Fariani Fariani Fransceco Linggalo Gede Agus Supriatmaja Gian Maharta Putra, I Made Gilang Chandra Wijaya, Gede Giridharma, Putu Wahyu Satya Gunawan, Made Isyana Macika Hardiatama, Kadek I Gede Bagastia Widi Atmaja I Gede Iwan Sudipa I Gusti Made Ngurah Desnanjaya I Komang Arya Dana I Made Edy Listartha I Made Marthana Yusa I Made Muryasa I Made Subrata Sandhiyasa I Made Sugiarta I Nyoman Widhi Adnyana I Putu Candra Jumariana I Putu Hendika Permana I Putu Hery Setiawan I Putu Mas Yuda Pratama Ida Bagus Gede Sarasvananda Indrajid, Fransesko Ira Zulfa Januarta, Dina Jarot Eko Prasetyo Juniartha, Juniartha Keanu Luhung Prilantana Ketut Sepdyana Kartini Komang Mahendra Komang Redy Winatha Kristian Telaumbanua Luh Gede Kusuma Dewi Made Irvan Sastra Abenk Made Julijati Putra, Dewa Made Leo Radhitya Mahardika, Ngurah Manik Mahendra, Komang Mahesa Chandra Martha, Mohammad Yahya Trie Mulyawan, I Putu Ivan Wiartadi Naufal Akbar Ihsan Baedlawi Ni Kadek Era Puspita Ni Kadek Pandeni Tara Apsari Ni Kadek Risma Juniantari Ni Komang Ayu Sinariyani Ni Luh Gede Evi Aprilianti NI LUH PUTU LABASARIYANI Ni Made Sri Dadi Sukerthi Ni Nyoman Widiyaningsih Ni Putu Ayu Siska Wulantari Ni Putu Hanny Wulandari Putri Ni Putu Sri Widiani Ni Putu Yuniawati Yunia Ni Wayan Suardiati Putri Nia Maharani Nia Naryantika, Made Nyoman Tri Novi Suryawati, Desak Nyoman Trinity Laksmi Maharani Piantari, Ni Kadek Ayuk Pradipatyudha, I Putu Rajendra Pradipta, I Putu Tonyco Satria Prakoso, Galih Yuniar Pramana, I Gusti Ngurah Agung Yogananta Pramest, Ni Luh Gede Sintia Pratiwi, Desak Made Candra Purba, Checilia First Rhido Putra Ananta, Kadek Pande Putra, I Gede Surya Dharma Putra, I Gusti Ngurah Arya Wirahadi Pratama Putraditya, Ida Bagus Ananda Nosa Putri, Ni Komang Bintang Kertika Putu Dhanu Driya Putu Hendra Premana Putu Risma Emiliana Pande Putu Wirayudi Aditama Radhitya, Made Leo Revan Dwi Hanza Rewo, Marselinus Harson Riana, Roni Sandhiyasa, I Made Subrata Saputra, Putu Krishna Gangga Saraswati, Ni Wayan Sumartini Satriani, Luh Putu Dian Selivan, Diana Simanjuntak, Sahat Maruli Simbolon, Very Irawan Sitanggang, Timothy Somantri, M. Fikri Sri Widiastutik Suarmiriadi, Putu Dian Surath, Lintang Hilmi Mumtaz Suratmin Suryani, Ni Ketut Rika Sutarja, Ketut Dhea Ananda Putri Sutarwiyasa, I Ketut Tahalea, Sylvert Prian Telaumbanua, Maylin Monica Thalib, Emmy Febriani Tjokorda Istri Agung Pandu Yuni Maharani Tommy Angga Wijaya, Gde Vera Handayani, Ni Luh Putu Putri Veronika Trivonda Djani Wedayasa, Putu Bagas Suardika Widiyaningsih, Ni Nyoman Wiguna, I Komang Arya Ganda Wijaya, Gde Tommy Angga Winatha, Komang Redy Wirawan, Komang Diva Andi Wiwin Astari, Ida Ayu Gede Rishma Yoga Kristian Suyitno Yogiswari, Made Jyotisa Yohana Jun