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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Natural Science: Journal of Science and Technology The Journal of Experimental Life Sciences (JELS) CAUCHY: Jurnal Matematika Murni dan Aplikasi Bulletin of Electrical Engineering and Informatics JAS (Journal of ASEAN Studies) Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Teknik Pengairan: Journal of Water Resources Engineering Dauliyah Journal of Islamic and International Affairs JOIV : International Journal on Informatics Visualization Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Electro Luceat BAREKENG: Jurnal Ilmu Matematika dan Terapan Kuttab: Jurnal Ilmu Pendidikan Islam Edukasi Islami: Jurnal Pendidikan Islam Jurnal al-Ulum : Jurnal Pemikiran dan penelitian ke-Islaman Jurnal Sisfokom (Sistem Informasi dan Komputer) LINGUISTIK : Jurnal Bahasa dan Sastra Nation State : Journal of International Studies Justisia Ekonomika Profit : Jurnal Kajian Ekonomi dan Perbankan Syariah Journal of Electronics, Electromedical Engineering, and Medical Informatics Ulumuna: Jurnal Studi Keislaman RESIPROKAL: Jurnal Riset Sosiologi Progresif Aktual Journal of Robotics and Control (JRC) INSPIRASI: Jurnal Kajian dan Penelitian Pendidikan Islam Islam Universalia : International Journal of Islamic Studies and Social Sciences Jurnal Pendidikan dan Kewirausahaan Indonesian Journal of Electrical Engineering and Computer Science Community Development Journal: Jurnal Pengabdian Masyarakat Journal of Management - Small and Medium Enterprises (SME's) Al Ghazali: Jurnal Kajian Pendidikan Islam dan Studi Islam Jurnal Teknik Informatika (JUTIF) Ulumuna Jurnal Teknologi Pendidikan : Jurnal Penelitian dan Pengembangan Pembelajaran At Turots: Jurnal Pendidikan Islam Dharmas Education Journal (DE_Journal) MANAJERIAL: Jurnal Inovasi Manajemen dan Supervisi Pendidikan COMMUNITY : Jurnal Pengabdian Kepada Masyarakat Journal Corner of Education, Linguistics, and Literature Indonesian Journal of Peace and Security Studies PAKDEMAS : Jurnal Pengabdian Kepada Masyarakat Jurnal Teknik Sumber Daya Air Indonesian Journal of Global Discourse Tanfidziya: Journal of Arabic Education JURNAL ILMU PENDIDIKAN Qawanin: Journal of Economic Syaria Law Prosiding University Research Colloquium POACE: Jurnal Program Studi Administrasi Pendidikan Jurnal Ekonomi Syariah dan Hukum Islam Prosiding Konferensi Nasional Penelitian Matematika dan Pembelajarannya KOLONI Innovative: Journal Of Social Science Research Jurnal Pengabdian Masyarakat Bangsa Pengabdian Pendidikan Indonesia (PPI) Indonesian Journal of Mathematics and Applications International Journal of Post-Axial: Futuristic Teaching and Learning Jurnal Kebijakan Pembangunan Daerah (JKPD) Alamtana Aspirasi: Jurnal Ilmiah Administrasi Negara Jurnal Indonesia Mengabdi
Syaiful Anam
School of Political Science and International Studies, Queensland University, Australia
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering 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 Dentistry 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 Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

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Diabetes mellitus diagnosis method based random forest with bat algorithm Anam, Syaiful; Deny Tisna Amijaya, Fidia; Hadi Wijoyo, Satrio; Eka Ratnawati, Dian; Ayu Dwi Lestari, Cynthia; Ilyas, Muhaimin
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 14, No 2: April 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v14.i2.pp1140-1149

Abstract

Diabetes mellitus (DM) is a very dangerous disease and can cause various problems. Early diagnosis of DM is essential to avoid severe effects and complications. An affordable DM diagnosis method can be developed by applying machine learning. Random forest (RF) is a machine learning technique that is applied to develop a DM diagnosis method. However, the optimization of RF hyperparameters determines the performance of RF approach. Swarm intelligence (SI) could be used to solve the hyperparameter optimization problem on RF. It is robust and simple to be applied and doesn’t require derivatives. Bat algorithm (BA) is one of SI techniques that gives a balance between exploration and exploitation to find a global optimal solution. This article proposes developing an RF-BA-based technique for diagnosing DM. The results of the experiment demonstrate that RF-BA can diagnose DM more accurately than conventional RF. RF-BA has higher performance compared to RF-particle swarm optimization (PSO) in terms of computational time. The RF-BA also are able to solve the overfitting problem in the conventional RF. In the future, the proposed method has a high chance of being implemented for helping people with early DM diagnosis with high accuracy, low cost, and high-speed process.
URGENSI IMPLEMENTASI PENDEKATAN INTEGRATIF-INTERKONEKTIF DALAM PENGEMBANGAN KURIKULUM PAI DI MADRASAH Amalia; Maulida, Ghina Rahmah; Ratnasari, Dwi; Sukowati, Laila; Anam, Syaiful
Kuttab: Jurnal Ilmu Pendidikan Islam Vol 9 No 1 (2025): Kuttab: Jurnal Ilmu Pendidikan Islam
Publisher : Universitas Islam Lamongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30736/ktb.v9i1.2380

Abstract

Persoalan integrasi keilmuan harus direalisasikan dalam proses pembelajaran pada semua level tingkat pendidikan. Salah satu upaya yang perlu dilakukan adalah dengan melakukan redesain kurikulum. Dalam melakukan proyek desain kurikulum ini, paradigma keilmuan integratif-interkonektif menjadi satu pendekatan yang mutlak dilakukan. Penelitian ini menggunakan metode kualitatif dengan jenis penelitian studi pustaka. Hasil dari penelitian ini berargumen bahwa masih terdapat problematika pengembangan kurikulum PAI di madrasah, dalam implementasi pendekatan integratif-interkonektif. Namun demikian, hal ini tetap harus diagendakan mengingat tantangan PAI dengan perkembangan IPTEK masa kini dan masa depan perlu mendapat respon di dunia pendidikan. Dialog antara materi PAI, ilmu sosial, filsafat dan IPTEK, menjadi satu ikhtiar penting dalam rangka pengembangan kurikulum PAI lebih adaptif dan faktual di masa depan.
Pelatihan Kewirausahaan Berbasis E-Learning Bagi Murid SMK Dewi, Yuli Kartika; Riza, Fahrul; Jodhinata, Andreas; Anam, Syaiful; Choa, Yeshua Austin Harvey; Tuminem, Hannan Azka
Pengabdian Pendidikan Indonesia Vol. 2 No. 03 (2024): Artikel Periode Desember 2024
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/ppi.v2i03.5350

Abstract

The ability of institutions organizing Distance Learning (PJJ) to conduct Community Service programs (PkM) online is frequently questioned, notably their effectiveness. The paper seeks to demonstrate that e-learning-based community service initiatives including collaboration among distance learning students, conventional students, lecturers, and partners can produce concrete outcomes. E-learning-based entrepreneurship training was delivered to 20 vocational high school students who were involved in extracurricular entrepreneurship activities. The implementation technique is a mixed approach, with distance learning students acting as presenters, normal students serving as on-site mentors, lecturers designing the curriculum, and schoolteachers monitoring student progress. The training results reveal an increase in entrepreneurial attitude and the ability to produce unique ideas that can be implemented in the field. This conclusion underscores the fact that online community service programs, if well-designed and involving a variety of parties, can be successfully executed and have a good impact on student skill development.
Particle Swarm Optimization – Extreme Learning Machine with Decreasing Inertia Weight for COVID-19 Prediction in Surabaya Tuloli, Mohamad Handri; Anam, Syaiful; Nur Shofianah
The Journal of Experimental Life Science Vol. 13 No. 3 (2023)
Publisher : Graduate School, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.jels.2023.013.03.01

Abstract

COVID-19 has spread all throughout the world, even to Indonesia. Surabaya becomes one of Indonesia's major cities where COVID-19 is fast spreading, culminating in a large number of positive cases and over 1000 deaths from the disease by November 2020. The number of positive COVID-19 cases predicted can be utilized to limit hospital facility availability and develop plans and policies for tackling the illness outbreak. One of the many prediction systems identified is the Extreme Learning Machine (ELM). ELM has a quick and precise training speed. However, the performance of ELM depends on the number of neurons. When the number of neurons is not precisely specified, prediction accuracy suffers. Particle Swarm Optimization (PSO) has the ability to optimize the number of node ELM neurons so the ELM can achieve better results. The number of neurons is determined using Particle Swarm Optimization (PSO) with decreased inertia weight. As a result, this research proposes predicting COVID-19 instances in Surabaya using a hybrid of PSO and ELM (PSO-ELM) with decreased inertia weight. The studies reveal that the offered techniques with different activation functions work comparably well in predicting COVID-19 instances in Surabaya. The best MAPE is achieved using the sigmoid activation function with the number of hidden layer nodes around . Keywords: Covid-19, Optimization, Prediction, PSO-ELM.
Liver Cirrhosis Classification using Extreme Gradient Boosting Classifier and Harris Hawk Optimization as Hyperparameter Tuning Nalasari , Lista Tri; Anam, Syaiful; Shofianah, Nur
Journal of Electronics, Electromedical Engineering, and Medical Informatics Vol 7 No 2 (2025): April
Publisher : Department of Electromedical Engineering, POLTEKKES KEMENKES SURABAYA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35882/jeeemi.v7i2.730

Abstract

This study proposes an early diagnosis model based on Machine Learning for liver cirrhosis classification using the Hepatitis C dataset, which is the leading cause of cirrhosis, from UCI ML. The classification is performed using the XGBoost algorithm because it provides high accuracy and time efficiency based on previous studies. However, these advantages depend on the combination of its hyperparameters set. XGBoost has a large number of hyperparameters, which can be time-consuming for researchers to manually configure. Therefore, this study proposes combining XGBoost with the Harris Hawks Optimization (HHO) algorithm for hyperparameter tuning. HHO is implemented with a hawk population of 40 and maximum iterations set at 25. The proposed XGBoost-HHO model provides an average performance of 99.34% for accuracy, MAR, MAP and 99.33% for Macro F1-score. These performances are achieved with the shortest processing time across 25 experiments compared to other combination models. The performance of the XGBoost-HHO model shows more significant increase in performance and reduction in overfitting compared to the standard XGBoost, SVM, RF models, as well as several other combined models including RF-HHO, SVM-HHO, XGBoost-PSO, and XGBoost-BA. Additionally, based on the feature importance analysis of the XGBoost-HHO algorithm, Alanine Aminotransferase (ALT), Protein, and Gamma-glutamyltransferase (GGT) contribute the most to the classification process, with gain values of 11.21, 9.51, and 7.98, respectively. Overall, the findings of this study show that the XGBoost-HHO algorithm combination provides competitive performance and can serve as an excellent alternative for liver cirrhosis classification in terms of both accuracy and time efficiency.
PARTISIPASI MASYARAKAT PESISIR DALAM MENGEMBANGKAN DESTINASI WISATA PANTAI DI DESA CAMPLONG KABUPATEN SAMPANG Imadoeddin, Imadoeddin; Anam, Syaiful; Aristin, Rini; Hasbullah, Hasbullah; Rudiyanto, Mohammad
KOLONI Vol. 1 No. 4 (2022): DESEMBER 2022
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/koloni.v1i4.378

Abstract

Camplong Beach is a tourist attraction with a strategic location and the most crowded of visitors. However, lately the number of visitors has decreased due to Camplong beach which is no longer in demand by the public, especially the coastal community and visitors because some of the tourist attractions are not maintained, there is garbage scattered on the beach, and the lack of amusement rides. Speaking of tourism, competition is currently tight. All tours are vying to attract visitors. Why in the world of tourism, competition is fierce, because tourism is now a pillar of the Indonesian economy after trade. The current growth of the tourism sector can provide benefits for both the State and the surrounding community. One example is the growth of the economy and the availability of jobs. This study uses the Community Participation Theory from Keith Devis, among others: (1) participation or participation (involvement / participation); (2) the availability of making a contribution to efforts in achieving group goals, this means a sense of pleasure, volunteerism in helping the group, a person becomes a member of the group with all its values; (3) the element of responsibility, this element is a prominent aspect of the feeling of being a member. Based on the results of the research conducted, there are three important elements in Keith Devis' definition of participation, namely participation, availability to contribute, and responsibility. Using the participation theory, it resulted that community participation was very enthusiastic, the availability of community contributions in developing destinations was still considered sufficient, and community responsibility was still relatively low. From this research, community participation in developing coastal tourist destinations in Camplong Village, Sampang Regency is still low, especially in the element of responsibility which has been stated by Keith Devis. Keywords: Coastal Community Participation, Tourism Destinations
DEBIROKRATISASI PELAYANAN: “ANALISIS PELAYANAN RETRIBUSI PARKIR DI PAMEKASAN” Anam, Syaiful
Aspirasi: Jurnal Ilmiah Administrasi Negara Vol 2, No 2 (2017): JURNAL ASPIRASI AGUSTUS 2017
Publisher : Universitas Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53712/aspirasi.v2i2.318

Abstract

The paradigm of public administration to putting public services of the shift in the main focus of the public bureaucracy an substance, arguing that it reduces the portion of the government's role that the single agent shifts to citizens in the position of sovereign owners and is always encouraged to participate in the implementation of development and public services. Maining approach of public is not the state but the putting citizen. Democratization is an analysis of the modern bureaucratic theory of classical bureaucratic forms that prioritize the role and function of government structures in governance of productivity-based and professional organizations. The perspective of the administration of public becomes the administration of public or administration by public which becomes the key issue of bureaucracy in the service barometer. Inherent with the public service, that public policy is one of the crucial domains in it. Good policy, Good Public Policy will realize quality public service. Regional Regulation (Perda) of Pamekasan Regency Number6 Year 2010About Retribution of Parking Service at Public Road and Levy of Special Parking Area in Pamekasan Regency is one of the articulation form of more concrete governmental interest in the form of regional regulation in principle to maximize the role of government as a public servant that is giving optimal service to the community, providing legal certainty about parking management, giving parking regulators certainty.
Pendampingan Penyusunan Laporan Keuangan Masyarakat atau Produsen Budidaya Jamur Tiram Dalam Meningkatkan Penghasilan Keluarga di Desa Kurungan Nyawa I Rifa'i, Muhamad Nanang; Ismail, Khafid; Anam, Syaiful
Jurnal Indonesia Mengabdi Vol. 3 No. 1 (2021): June Edition
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) STKIP Nurul Huda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30599/jimi.v3i1.1613

Abstract

This dedication is motivated because the preparation of financial report books for oyster mushroom cultivation in Kurungan Nyawa I village has not been maximized, even though 60% of the villagers have been in this business for quite a long time for the last 5 years. So far, bookkeeping is only written on a piece of paper and is likely to be lost. Some concrete solutions offered in the outreach program to the community regarding assistance in preparing financial reports for oyster mushroom cultivation are (socialization, training, and monitoring). The results of this activity include: 1) being able to produce bookkeeping correctly 2) being able to help bookkeeping management so that it looks neat. With the orderly management of financial statements, it will affect the stability of the oyster mushroom cultivation so that it can improve the family economy.
Pendampingan Pembuatan Inovasi Alat Pres Baglog untuk Meningkatkan Jumlah Produksi dan Kualitas pada Budidaya Jamur Tiram Nanang Rifa'i, Muhamad; Ali, Mufti; Muhtashor, Imam; Anam, Syaiful; Muzaky, Ahmad; Ikhwanudin, Tedy; Maulana, Zacki Ibnu
Jurnal Indonesia Mengabdi Vol. 6 No. 2 (2024): December Edition
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) STKIP Nurul Huda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30599/jimi.v6i2.3920

Abstract

Artikel ini bertujuan untuk 1) Meningkatkan jumlah produksi baglog jamur tiram, 2) Meningkatkan kualitas baglog jamur tiram. Metode atau rencana pelaksanaan PkM ini adalah 1) Tahap Observasi Lapangan, 2) Tahap identifikasi temuan dilapangan, 3) Tahap perencanaan dan pembuatan alat, 4) Tahap uji coba alat, 5) Tahap evaluasi alat. Hasil yang didapat dari PkM ini yaitu 1) Alat yang dirancang dan dibuat dapat meningkatkan jumlah produksi baglog yang semula dalam 1 jam memproduksi 50 baglog sedangkan menggunakan alat pres baglog menjadi 75 baglog per 1 jam, 2) Dengan menggunakan alat pres baglog juga dirasakan oleh produsen dalam hal kualitas dengan asumsi semakin padat media pada baglog itu akan semakin bagus dalam proses pertumbuhan jamur tiram. Luaran dari PkM ini yaitu menghasilkan alat pres yang bekerja semi otomatis untuk meningkatkan jumlah produksi dan kualitas baglog.
ZINA DALAM PRESPEKTIF HUKUM ISLAM DAN UNDANG-UNDANG NO. 1 TAHUN 2023 TENTANG KITAB UNDANG-UNDANG HUKUM PIDANA Anam, Afdolul; Anam, Syaiful
IQTISODINA Vol. 8 No. 1 (2025): Juni
Publisher : LPPM IAI Nazhatut Thullab

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

Abstract

This normative legal research aims to examine how Islamic law differs from Positive Law in Indonesia in this case Law No. 1 of 2023 concerning the Criminal Code regarding the act of adultery. Data sources obtained through comparative analysis studies. In general, there are differences in legal concepts between Islamic Law and Positive Law Law No. 1 of 2023 concerning the Criminal Code regarding the act of adultery, especially in terms of the punishment given. Islamic law provides a penalty of one hundred lashes for perpetrators of adultery, while Law No. 1 of 2023 concerning the Criminal Code states that adultery is a criminal act that can be punished with a sentence of 6 months to 1 year
Co-Authors A.Mirza Fauzan Gazali, A.Mirza Fauzan Abd. Aziz Abdul Bari Abdul Rouf Alghofari Achmad Taufik Adella Novita Aeri Rachmad Agus Supriyadi Ahmad Afif Supianto Ainol Yaqin, Ainol Aji, Kurniawan Akhmad Khumaidi Akhodiyah, Sulistina Alfian Hidayat Alifiobono, Adeva Amalia Amar, Siti Salama Anam, Afdolul Andreas Andriani , Fitri Angga Rizky, Agus ani ani Ardiyansa, Safrizal Ardana Arifin Arifin Aris Munandar Asyidiqi, Hasbi Asyrofa Rahmi, Asyrofa Ayu Dwi Lestari, Cynthia Ayudaning D , Pamungkas Aziz Bukhori, Hilmi Bukhori, Hilmi Aziz Bustamin, Syamsumar Choa, Yeshua Austin Harvey Deny Tisna Amijaya, Fidia Devita Sari, Nindy Dian Eka Ratnawati Dian Sisinggih Dian Sisingih, Dian Dwi Mifta Mahanani, Dwi Mifta Dwi Ratnasari Edi Satriyanto Fahrul Riza Fajri, Haidar Ahmad Fatirul, Achmad Noor Fauzi, Rahman Ali Feby Indriana Yusuf Fery Widhiatmoko Fiantika, Feny Rita Fisnia Pratami Fitriah, Zuraidah Guci, Abdi Negara Habibi, Nur Syakherul Hadi Wijoyo, Satrio Hady Rasikhun Hamdani, Ibnu Mansyur Hamiduddin, Hamiduddin Hanayanti, Citra Siwi Handayani, Nilam Hasbullah Hasbullah Hdayat, Alfian Helen Yuliana Angmalisang Hosim, Moh Alpa Husni , Valencia Ikhwanudin, Tedy Ilyas, Muhaimin Imadoeddin, Imadoeddin Imam Nurhadi Purwanto Indah Yanti Irma Noervadila Islamiyah, Ummi Habibatul Isnani Darti Jayanti, Luh Putu Dharma Judijanto, Loso Julianto, Eric Karjaya, Lalu Puttrawandi Karsim, Karsim Kasanova, Ria Kasyful Amron Khafid Ismail Khairurrizki, Khairurrizki Khozaimi, Ach. Kurniadi, Harso Kusumawinahyu, Wuryansari M Kusumo, R. Budiarianto Suryo Lailatul Jannah, Noor Lestari, Baiq Ulfa Septi Lestari, Cynthia Ayu Dwi Lestari, Silvya Anggun Lina, Roidah Maharani, Natasha Clarissa Maharani, Natasha Clarrisa mahmudy, wayan f Mar'atun, Chairanil Mardialina, Mala Marsudi Marsudi Marsum Marsum Maulana, Avin Maulana, M. Idam Maulana, Zacki Ibnu Maulida, Ghina Rahmah Miftahus Surur, Miftahus Mila Kurniawaty Muhammad Rivai Muharini Kusumawinahyu, Wuryansari Muhtashor, Imam Munir, Ahmad Mubarak Muzaky, Ahmad Nagib, Rima Abdul Mujib Nahdhiyah, Ulfatun Nalasari , Lista Tri Nanang Rifa'i, Muhamad Ni Wayan Surya Wardhani Nono Hery Yoenanto Noor Hidayat, Noor NUR HAMID Nur Shofianah Nurdiana, Titin Pardede, Hilman Ferdinandus Prasetyo, Onky Puspito, Bayu Putra, M. Rafael Andika R. Suhaimi Rahmawati Rifa'i, Dhila Silvia Rahmawati, Reny Rosalina Ramdani, Ahmad Ratri, Dian Kusumaning Rifa'i, Muhamad Nanang Rifa’i , Muhamad Nanang Rini Aristin, Rini RINI RINI Rizki, Kurnia Zulhandayani robbaniyah, qiyadah Ronaldo, Reza Rosi, Muhammad Fathur Rosid, Muchamad Rosulana, Ahmad Rudiyanto, Mohammad Sabilla, Kinanti Rizsa Safitri, Anisa Dewi Saiful Bukhori Saputri, Levia Sari, Meylita Sa’adah, Umu Shofianah, Nur Siska Siska Sofia Mendez Suhaimi Suhaimi Sukma Umbara Tirta Firdaus, Sukma Umbara Tirta Sukowati, Laila Sundari Sundari Suryani Suryani Syaiful . Syarifatul Azaliyah, Syarifatul Trisilowati Trisilowati, Trisilowati Tuloli, Mohamad Handri Tuminem, Hannan Azka Umbara, Sukma Utomo, M. Chandra Cahyo Utomo, Yudo Bismo Uyun, Nazdrotul Very Dermawan Vicky Zilvan, Vicky Wahada, Listiatul Wayan Firdaus Mahmudy Widiyanto Widiyanto Widyantoro, Didik Wijaya, Komang Agus Arta Wuryasari Muharini Kusumawinahyu Yuli Kartika Dewi Yunanto, Fredy Zabadi, Fairus Zulkarnain Zulkarnain