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All Journal At-Taqaddum Management Analysis Journal Jurnal Kedokteran Gigi Universitas Padjadjaran Jurnal Ilmiah Peuradeun Jurnal STIE Semarang (Edisi Elektronik) ILKOMNIKA: Journal of Computer Science and Applied Informatics JURNAL CAPITAL : Kebijakan Ekonomi, Manajemen dan Akuntansi Darul Ilmi: Jurnal Ilmu Kependidikan dan Keislaman Jurnal Pengabdian Masyarakat: Humanity and Medicine Wijaya Putra Law Review Kartika: Jurnal Studi Keislaman Scoring: Journal of Film Music Neurona Addabani: Interdisciplinary Journal of Islamic Education Jurnal Pengabdian Masyarakat Management Analysis Journal Indonesian Journal of Electronics, Electromedical Engineering, and Medical Informatics Inovasi Sosial: Jurnal Pengabdian Masyarakat House of Wisdom: Journal on Library and Information Sciences
Achmad Junaidi, Achmad
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Religion Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Medicine & Pharmacology Neuroscience Nursing Public Health Social Sciences Other

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Conceptual Integration Model of Good Governance and Qur’anic Leadership in Islamic Education Junaidi, Achmad; Pelu, Ibnu Elmi A.S
Darul Ilmi: Jurnal Ilmu Kependidikan dan Keislaman Vol 13, No 1 (2025)
Publisher : UIN Syekh Ali Hasan Ahmad Addary Padangsidimpuan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24952/di.v13i1.16014

Abstract

This study aims to develop a conceptual model that integrates the principles of good governance with the values of Qur’anic leadership in the effort to transform the quality of Islamic education. In the context of globalization challenges and the crisis of educational leadership, this concept is expected to serve as both a normative and applicative strategy to strengthen the governance of Islamic educational institutions with an emphasis on accountability, participation, and justice. A qualitative-conceptual approach is employed, utilizing literature review on good governance theory, Qur’anic verses on leadership, and contemporary Islamic education literature. The findings indicate that such integration can provide a model of educational leadership that is not only efficient in managerial terms but also deeply rooted in Islamic spiritual and moral values. This study offers a new insight: the principles of good governance can be rearticulated through Qur’anic values, resulting in an educational governance framework that is both systemically effective and grounded in strong moral and spiritual foundations. Practical recommendations include strengthening the leadership capacity of school principals, embedding Qur’anic values in school governance, and implementing value-based management training. This research is limited to a conceptual study without empirical testing. Therefore, future research is recommended to validate the model through field studies across various levels of Islamic educational institutions and to develop integrative-based quality evaluation instruments.
FAKTOR-FAKTOR YANG MEMPENGARUHI LUARAN PADA PASIEN PERDARAHAN SUBARAKHNOID: PENELITIAN COHORT PROSPEKTIF 18 BULAN Muhlisa, Safitri; Ramadhoni, Pinto Desti; Junaidi, Achmad; Octavinawaty, Lenny; Adwirianny, Ashita Hulwah
Majalah Kedokteran Neurosains Perhimpunan Dokter Spesialis Saraf Indonesia Vol 40 No 2 (2024): Vol 40 No 2 (2024): Volume 40, No 2 - Maret 2024
Publisher : PERDOSNI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52386/neurona.v40i2.451

Abstract

Introduction: Subarachnoid hemorrhage (SAH) is an acute bleeding in the subarachnoid space. The mortality rate of SAH is quite high and survivors will experience limitations in activity daily living. Identification and factors that affect SAH are needed to improve patient outcomes. Aim: to identify the factors that affect the mortality of SAH Methods: This study was an observational study with a prospective cohort approach regarding the factors that affect the outcome of subarachnoid hemorrhagic patients in Dr. Mohammad Hoesin Hospital Palembang from January 2021 to July 2022. Results: From 62 subjects, the patients were 55.35 (SD ± 12.4) years old in average, most of them were female (67.7%). About 87.1% of patients had GCS> 8 (mean 11.68, SD ± 3.273). There were 82.3% of patients with mild-moderate NIHSS (mean 11.68; SD ± 3.273). The mortality rate was 37.1% (n = 23) with associated factors such as onset of admission (p = 0.044, GCS on admission (p= 0.003), severity of stroke (NIHSS) (p = 0.013), SAH severity (Hunt and Hess scale) (p=0.00), modified fisher scale (p=0.000), and coiling (p=0.001).The factor that most influenced the outcome was modified Fisher 3-4 (OR= 12,426, CI95% = 2,239 – 68,953) and non-coiling (OR: 12,2278, CI95% = 1,716 – 87,838). Discussion: There was a significant correlation between admission onset, GCS on admission, stroke severity (NIHSS score), modified Fisher scale, SAH severity (Hunt and Hess scale), and coiling, with the mortality of subarachnoid hemorrhage. Modified fisher scale and non-coiling were the most dominant factors that affected the mortality rate. Keywords: SAH, mortality, outcome
An Analysis of Work Stress and Family-Conflict Work on Organizational Commitment and Turnover Intention: A Case Study on Employee of PT. Apparel One Indonesia Junaidi, Achmad; Elsa Adelia, Febri; Nindhita, Yoga
Jurnal Ilmiah Peuradeun Vol. 10 No. 2 (2022): Jurnal Ilmiah Peuradeun
Publisher : SCAD Independent

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26811/peuradeun.v10i2.586

Abstract

This study departs from findings that show that the turnover rate of employees at PT. Apparel One Indonesia in 2018 is 3.715% which exceeds the threshold set by the company by 2% each year, and the findings that the variables that explain the phenomenon of turnover intention are still different which then leads to the formulation of the problem regarding "how to reduce turnover". Based on these problems, this study developed a research model that was empirically tested to re-explain the variables that could affect turnover intention by using data obtained from interviews using a questionnaire to PT. Apparel One Indonesia's employees. The test was conducted using the Structural Equation Modeling (SEM) approach. The test results showed that work stress and family conflict had a significant adverse effect on organizational commitment. This study also shows that work stress and work-family conflict had a significant positive effect on turnover intention. In contrast, organizational commitment had a significant negative effect on turnover intention.
Single visit root canal treatment of a third lower molar with curved canal and Class II disto-occlusal caries: Case report Tsanie, Maria Latifa; Junaidi, Achmad; Kristanti, Yulita; Nugraheni, Tunjung; Untara, Tri Endra; Santosa, Pribadi; Enggardipta, Raras Ajeng
Jurnal Kedokteran Gigi Universitas Padjadjaran Vol 37, No 1 (2025): April 2025
Publisher : Fakultas Kedokteran Gigi Universitas Padjadjaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24198/jkg.v37i1.58361

Abstract

ABSTRACTIntroduction: Root canal treatment (RCT) of mandibular third molars is often considered challenging due to anatomical variability, limited accessibility, and difficulty achieving proper isolation. As a result, extraction is frequently chosen. This case report outlines a successful single-visit RCT on a right mandibular third molar with a curved canal and Class II disto-occlusal caries. Case Report: A 30-year-old female presented with a large cavity on her right lower molar and requested a restorative treatment. Three weeks earlier, devitalization and temporary restoration had been performed by another dentist. Clinical examination revealed no periapical lesion, and percussion testing was negative. Radiographic analysis showed a slight curvature in the distal canal. A pre-curved K-File and the One Curve System were used for instrumentation. The canal was obturated in a single visit, followed by restoration using direct composite and short fiber-reinforced composite. Matrix and PTFE tape were utilized for proper adaptation in the distal area. Conclusion: With accurate diagnosis, understanding of anatomical complexity, and appropriate technique, single-visit RCT on mandibular third molars is achievable. This case supports the viability of conservative treatment for necrotic third molars with asymptomatic apical periodontitis, avoiding unnecessary extraction.Keywords single visit, root canal treatment, third lower molar, curved canal, composite restoration. ABSTRAKPendahuluan: Perawatan saluran akar (RCT) pada molar ketiga mandibula menantang karena variasi konfigurasi saluran, kesulitan akses ke area posterior, dan tantangan dalam isolasi. Akibatnya, pencabutan sering menjadi pilihan. Laporan kasus ini mendeskripsikan protokol RCT kunjungan tunggal pada molar ketiga kanan mandibula dengan saluran melengkung dan karies disto-oklusal kelas II. Laporan Kasus: Seorang wanita 30 tahun datang dengan kavitas besar pada molar ketiga kanan bawah dan menginginkan perawatan tanpa pencabutan. Tiga minggu sebelumnya, dokter lain telah melakukan devitalisasi dan restorasi sementara. Pemeriksaan klinis menunjukkan tidak ada lesi periapikal dan uji perkusi negatif. Radiograf menunjukkan kelengkungan ringan pada saluran distal. RCT dilakukan menggunakan K-file pra-lengkung dengan sistem One Curve. Obturasi dilakukan dalam satu kunjungan, diikuti restorasi komposit langsung yang diperkuat dengan komposit serat pendek. Area distal direstorasi menggunakan matriks dan pita PTFE. Simpulan: RCT kunjungan tunggal pada molar ketiga mandibula dengan pulpa nekrotik dan periodontitis apikal asimptomatik dapat berhasil dilakukan dengan diagnosis akurat dan teknik yang tepat. Pendekatan konservatif ini menunjukkan bahwa pencabutan bukan satu-satunya pilihan.Kata kunci sekali kunjungan, perawatan saluran akar, molar ketiga, saluran melengkung, restorasi komposit.
A Strategi Kepala Sekolah dalam Implementasi Perbup 37 Tahun 2022 Kab. Ponorogo Tentang Kegiatan Keagamaan: Strategi Kepala Sekolah, Implementasi Perbup, Kegiatan Keagamaan Pradana, Adi; Junaidi, Achmad; Ahmadi, Ahmadi
Addabani: Interdisciplinary Journal of Islamic Education Vol. 1 No. 1 (2023): ADDABANI: Interdisciplinary Journal of Islamic Education
Publisher : Muttaqien Publsihing, Pusat Penelitian dan Pengabdian kepada Masyarakat STAI DR.KH.EZ.Muttaqien Purwakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52593/adb.01.1.02

Abstract

The duties and obligations of the school principal include ensuring that religious activities in schools are carried out effectively. Religious activities are an important part of education because they can help students develop a thorough understanding of religious beliefs and strengthen their religious identity. Data collection techniques include observation, interviews, and documentation. The research subjects were school principals, vice principals for curriculum and student affairs, and teaching staff. Data is analysed by condensing it (data condensation), presenting it (data display), and drawing conclusions or verifying them (conclusion drawing and verification). The results of the study show that the principal's strategy in implementing Perbup No. 37 of 2022 concerning religious activities includes: 1) cooperating with partnerships from around educational institutions; 2) providing socialisation to committees and student guardians about the importance of religious activities; and 3) publishing or giving awards to students who have graduated tahfidz.
Pelatihan Manajemen Keuangan Bagi UMKM Rumah Kreatif BUMN Bank BRI Cabang Kota Semarang Hartarini, Yovita Mumpuni; Sopi, Sopi; Nafiah, Zumrotun; Junaidi, Achmad
Jurnal Pengabdian Masyarakat (JUDIMAS) Vol. 2 No. 1 (2024)
Publisher : Pusat Penelitian dan Pengabdian Masyarakat STIKes Banyuwangi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54832/judimas.v2i1.179

Abstract

Kegiatan ini diselenggarakan atas dasar banyaknya Usaha Mikro, Kecil, dan Menengah (UMKM) belum melakukan pengelolaan keuangan atas kegiatan usahanya. Pelaksanaan kegiatan ini melibatkan UMKM yang ada di Kota Semarang. Dengan memanfaatkan manajemen keuangan, UMKM dapat menghasilkan pengelolaan keuangan usahanya dengan mudah, cepat, dan tepat. Hasil dari kegiatan ini adalah UMKM menghasilkan pengelolaan keuangan usahanya yang dapat digunakan sebagai informasi dan kontrol usahanya.
Bitcoin Mining Hardware Profitability Prediction Using Categorical Boosting and Extreme Gradient Boosting Algorithms Dimas Satria Prayoga; Puspita Sari, Anggraini; Junaidi, Achmad
Indonesian Journal of Electronics, Electromedical Engineering, and Medical Informatics Vol. 7 No. 1 (2025): February
Publisher : Jurusan Teknik Elektromedik, Politeknik Kesehatan Kemenkes Surabaya, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35882/9xb2dz14

Abstract

Cryptocurrencies, especially Bitcoin, have gained global recognition, with mining being one of its most interesting aspects. This is especially important in the context where only a few types of bitcoin mining rigs are expected to operate profitably. On the other hand, in the field of machine learning, there are widely used algorithms, namely Extreme Gradient Boosting (XGBoost), which is known for its effectiveness, and Categorical Boosting (CatBoost), which excels in handling categorical data. This study aims to combine the performance of CatBoost and XGBoost using the Ridge Regression technique in predicting a case study that is not often encountered, namely predicting the profitability of Bitcoin mining hardware. The main steps include collecting data from reliable sources, preprocessing the data to ensure compatibility, feature selection to select the most relevant features, building a prediction model using the preprocessed data set, and then training and testing both models to evaluate their predictive accuracy. The evaluation metrics on the test data reveal the performance of CatBoost, XGBoost, and the CatBoost-XGBoost. CatBoost demonstrates a training time of 3.35 seconds with a MAPE of 15.67% and an RMSE of 0.1733. In comparison, XGBoost has a longer training time of 5.27 seconds but achieves a significantly lower MAPE of 6.49% and an RMSE of 0.1737. Meanwhile, the CatBoost-XGBoost, with the longest training time of 6.84 seconds, delivers a competitive MAPE of 6.57% and the lowest RMSE of 0.1696 among the three approaches. These results highlight that while XGBoost and CatBoost meta model outperform CatBoost in terms of accuracy, the Ridge meta model provides slightly better overall predictive performance based on RMSE.
Pendampingan Pengembangan Soft Skills Ibu-Ibu Mekar di Era Society 5.0 di Kota Semarang Fidyah Yuli Ernawati; Hendrayanti, Silvia; Junaidi, Achmad; Sukarsono Sukarsono
Inovasi Sosial : Jurnal Pengabdian Masyarakat Vol. 2 No. 4 (2025): November : Inovasi Sosial : Jurnal Pengabdian Masyarakat
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/inovasisosial.v2i4.2521

Abstract

This community service activity aims to improve the soft skills capacity of the Ibu-Ibu Mekar community in Semarang City to face the demands of the Society 5.0 era. The program was implemented through four stages: needs assessment, participatory planning, training, and mentoring. The methods used included interactive lectures, group discussions, role-play, and contextual practice. The results of the activity showed significant improvements in participants' communication, creativity, collaboration, and problem-solving skills. In addition, several participants began to demonstrate informal leadership roles and greater involvement in community activities. These findings indicate that the experience-based participatory mentoring approach is effective in strengthening women's empowerment and preparing communities for socio-technological change. The program also helped participants develop adaptability to change, increased self-confidence, and facilitated the formation of broader social networks in their communities. Empowering women through soft skills development is expected to create a more resilient community in facing the challenges posed by digital transformation in the Society 5.0 era. This program emphasizes the importance of sustainable soft skills development as a foundation for community resilience in the Society 5.0 era.
Konstruksi Pengetahuan dalam Relasi Kuasa di Pondok Pesantren Juhairiyah; Maimun; Sa’dud Darain, A.; Fitriyah, Eliyatul; Junaidi, Achmad
Kartika: Jurnal Studi Keislaman Vol. 6 No. 1 (2026): Kartika: Jurnal Studi Keislaman (Februari)
Publisher : Lembaga Pendidikan Tinggi Nahdlatul Ulama (LPT NU) PCNU Kabupaten Nganjuk

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59240/kjsk.v6i1.451

Abstract

This study aims to examine how knowledge is constructed within the dynamics of power relations at Subulus Salam Islamic Boarding School. Using a qualitative method with a case study design, this research explores the interaction between formal and cultural authority structures and their influence on teaching practices and epistemological processes. Data were collected through in-depth interviews, participant observation, and documentation analysis, and were analyzed using an interactive model. The findings reveal that power relations in the pesantren are predominantly shaped by the central role of the kiai, whose authority determines educational policies, the selection of legitimate knowledge, and the direction of students’ intellectual development. This authoritative structure creates a learning environment in which students tend to adopt a passive stance and have limited opportunities for critical engagement. However, the study also identifies emerging initiatives within the institution to encourage intellectual participation, promote dialogical learning, and strengthen students’ critical thinking skills. These efforts indicate a shift toward more transformative and participatory educational practices. Overall, this research demonstrates that balancing traditional authority with inclusive learning strategies is essential for enhancing the quality of Islamic education in pesantren while maintaining their cultural identity.
Robustness Evaluation of Gradient Boosting Models Against Unseen Attacks on the ToN-IoT Dataset Hakim, Albi Akhsanul; Aditiawan, Firza Prima; Junaidi, Achmad
ILKOMNIKA Vol 8 No 2 (2026): Volume 8, Number 2, August 2026
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28926/ilkomnika.v8i2.886

Abstract

Machine learning-based Intrusion Detection Systems (IDS) often achieve strong performance on known attack distributions but may degrade when encountering unseen attacks. This study evaluates the robustness of two gradient boosting models, XGBoost and LightGBM, under unseen attack distribution shifts using the ToN-IoT dataset. A controlled attack-exclusion strategy was applied, where selected attack types were excluded from training and evaluated only during testing. Unlike conventional unseen-attack evaluations that primarily report performance degradation, this study further investigates attack-specific degradation through feature-level distribution similarity analysis. Feature importance analysis was used to identify key traffic features, while Jensen-Shannon Divergence (JS Divergence) quantified distribution similarity between attack and normal traffic. Model robustness was assessed using Recall, Macro-F1, PR-AUC, False Negatives (FN), and False Negative Rate (FNR) across five random seeds. The results show that performance degradation varied substantially across attack types. Both models maintained near-baseline performance for unseen Scanning attacks, whereas unseen DDoS and especially MITM attacks produced larger increases in FNR and greater performance degradation. Correlation analysis indicated that the proto feature exhibited the strongest relationship between distribution similarity and detection errors, with lower JS Divergence generally associated with higher FNR. These findings suggest that robustness degradation depends not only on attack novelty but also on the similarity between attack and normal traffic distributions, providing additional insight into attack-specific robustness behavior in IDS models.
Co-Authors Adwirianny, Ashita Hulwah Agung Prasetyawan AHMADI Amar, Muhammad Ana Afida Anggraeni, Dya Anggraini Puspita Sari Aryanto, Tossy Awerman Awerman Buhori, A Ary Firman Dimas Satria Prayoga Elsa Adelia, Febri Enggardipta, Raras Ajeng Febrianti, Sania Fidyah Yuli Ernawati, Fidyah Yuli Firza Prima Aditiawan Fitriyah, Eliyatul Hakim, Albi Akhsanul Hartarini, Yovita Mumpuni Hendrayati, Selvia Ibnu Elmi AS Pelu Juhairiyah Khairil Anwar Lesmana, Dimas Bayu Putra Maimun marisdina, selly Marsha Ayunita Irawati Mohamad Rifqy Roosdhani Muhlisa, Safitri Nainggolan, Putri Drani Nindhita, Yoga Octavinawaty, Lenny Okparasta, Andika Permani, Dyah Pradana, Adi Pramesti, Adella Anggia Pribadi Santosa Rafiqi, Ilham Dwi Ramadhoni, Pinto Desti Rini Nindela, Rini Rosa, Marta Samsul Arifin Sari, Oki hardiyanti Rukmana Sa’dud Darain, A. Silvia Hendrayanti Sopi, Sopi Subekti, Heny Sukarsono Sukarsono Totok Wahyu Abadi Tri Endra Untara, Tri Endra Tsanie, Maria Latifa Tunjung Nugraheni Wahyudi Wahyudi Yulita Kristanti Yusril Yusril Zumrotun Nafiah