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All Journal International Journal of Electrical and Computer Engineering MATICS : Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology) JUTI: Jurnal Ilmiah Teknologi Informasi Sinergi Agrokreatif Jurnal Ilmiah Pengabdian kepada Masyarakat Publication Library and Information Science Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control LibTech : Library and Information Science Journal Jurnal Riset Mahasiswa Matematika Engagement: Jurnal Pengabdian Kepada Masyarakat Journal of Research on Community Engagement
Hisyam Fahmi
Universitas Islam Negeri Maulana Malik Ibrahim Malang
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Dentistry Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Library & Information Science Mathematics Social Sciences

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IMPLEMENTASI PENGEMBANGAN METODE DIFFERENTIAL EVOLUTIONUNTUK CLUSTERING PIXEL Ahmad Saikhu; Hisyam Fahmi
JUTI: Jurnal Ilmiah Teknologi Informasi Vol 9, No 2, Juli 2011
Publisher : Department of Informatics, Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (277.541 KB) | DOI: 10.12962/j24068535.v9i2.a32

Abstract

Perkembangan metode komputasi telah mengalami percepatan yang luar biasa. Berbagai teknik komputasi untuk mendapatkan solusi dengan kinerja optimal terus berkembang. Sejumlah algoritma termasuk dalam rumpun Evolutionary Computation, diantaranya adalah Differential Evolution (DE) yang berhasil menyelesaikan masalah optimasi dalam berbagai bidang diantaranya masalah clustering. Keunggulan DE adalah karena implementasinya yangmudah dan kecepatan konvergensinya. Dalam clustering, DE menghadapi kendala penentuan jumlah cluster. Pada penelitian ini diimplementasikan sebuah algoritma Evolutionary Clustering (EC) yang merupakan pengembangan dari DE. EC diterapkan untuk melakukan pengelompokan pixel-pixel dari citra gray-scale atas beberapa area homogen yang berbeda satu dengan lainnya. EC tidak membutuhkan informasi awal tentang jumlah cluster yang akan terbentuk. EC menjadi salah satu solusi untuk menentukan jumlah cluster optimal dengan nilai validitas yang lebih baik. Kinerja dari EC akan dibandingkan dengan algoritma Fuzzy C-Means (FCM). Hasil dari EC dibanding FCM relatif sama dari segi nilai cluster validity index namun EC membutuhkan waktu relatif lebih singkat.
Evaluations for Community Vocational Training Centers to Become Business Incubators in East Java, West Nusa Tenggara, and East Nusa Tenggara Hisyam Fahmi; Ahmad Abtokhi; Ridwan; Musataklima; Abdul Aziz; Shalih Husni; Noor Rizqiya Fimaulidina; Puji Lestari; Hamdani
Engagement: Jurnal Pengabdian Kepada Masyarakat Vol. 10 No. 1 (2026): February 2026
Publisher : Asosiasi Dosen Pengembang Masyarajat (ADPEMAS) Forum Komunikasi Dosen Peneliti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29062/engagement.v10i1.1846

Abstract

Background: This study addresses the broader issue of enhancing the economic impact and sustainability of community vocational training centers (BLKK). It focuses on the BLKK programs in East Java, West Nusa Tenggara, and East Nusa Tenggara, with the purpose of evaluating their potential to evolve beyond training facilities into effective business incubators that foster community entrepreneurship. Purpose of the Study: The purpose is to assess the capacity of BLKK centers to function as business incubators. The objectives are to identify the critical factors—such as human resources, leadership, environment, and collaboration—necessary for this transition and to provide actionable recommendations for improvement. Methods: The study employs a mixed-methods approach, utilizing field visits and questionnaires to collect empirical data from the targeted BLKK centers. The analysis is framed within a holistic perspective that considers integrated organizational and ecosystem development. Results: The findings underscore that transforming BLKK centers into effective incubators requires a comprehensive strategy. Key recommendations include aligning training curricula with market demands, improving tenants' access to capital, expanding professional and business networks, and instituting robust post-incubation support mechanisms. The study concludes that continuous monitoring and evaluation, coupled with these strategic enhancements, are vital for developing a competent workforce and promoting sustainable business practices within the community.
Co-Authors Abdul Aziz Achmad Nizar Hidayanto Ahmad Abtokhi Ahmad Saikhu Angga Dwi Mulyanto Aniati Murni Arymurthy Ari Kusumastuti Bella Nafa Savitri Devi Fitrianah Devi Fitrianah Devi Fitrianah Elnaz Putri, Hilda Zaqya Erna Herawati, Erna Evawati Alisah Farrah Nurmalia Sari Habibullah, Muhamad Hamdani Heni Widayani Mohammad Nafie Jauhari Mufidah, Hanifatul Muhammad Khudzaifah Muhammad Khudzaifah Musataklima Noor Rizqiya Fimaulidina Pang Ning-Tan Prayugo, Mohammad Bagus Dimas Puji Lestari Ridwan Riyan Fahmi Syihabuddin Sari, Farrah Nurmalia Savitri, Bella Nafa Shalih Husni Syihabuddin, Riyan Fahmi Syurifah, Gita Ramadhani Wardatus Wina Permana Sari