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All Journal Jurnal Ekonomi ASAS : Jurnal Hukum Ekonomi Syariah Agrointek Jurnal Akuntansi Multiparadigma Jurnal Teknologi Informasi dan Ilmu Komputer Sinkron : Jurnal dan Penelitian Teknik Informatika Swabumi (Suara Wawasan Sukabumi) : Ilmu Komputer, Manajemen, dan Sosial Resona : Jurnal Ilmiah Pengabdian Masyarakat Jurnal Pilar Nusa Mandiri Al-Urban: Jurnal Ekonomi Syariah dan Filantropi Islam Jurnal Teknik Informatika STMIK Antar Bangsa Expose: Jurnal Ilmu Komunikasi Distribusi Journal of Saintech Transfer JURNAL TEKNOLOGI INFORMASI Jurnal Ilmu Komputer dan Bisnis El-Usrah: Jurnal Hukum Keluarga Jurnal Ilmiah Edunomika (JIE) Management Studies and Entrepreneurship Journal (MSEJ) Abdimasku : Jurnal Pengabdian Masyarakat Jurnal Manajemen dan Bisnis Kreatif Al-Mal:Jurnal Akuntansi dan Keuangan Islam Journal of Islamic Law Jurnal AbdiMas Nusa Mandiri JOURNAL LA MEDIHEALTICO Jurnal Abdimas Bina Bangsa Abditeknika - Jurnal Pengabdian Kepada Masyarakat Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen ProBisnis : Jurnal Manajemen Jurnal Pengabdian pada Masyarakat Ilmu Pengetahuan dan Teknologi Terintegrasi Paradigma Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) International Journal of Economics (IJEC) Indonesian Journal of Islamic Economics and Finance ABDIMU Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Masyarakat Jurnal Penelitian dan Pengabdian Masyarakat Majapahit Journal of Islamic Finance and Management Majapahit Journal of Islamic Finance dan Management Jurnal Manajemen Rekayasa (Journal of Engineering Management) Engagement: Jurnal Pengabdian Kepada Masyarakat SMART: Jurnal Pengabdian Kepada Masyarakat Al-Intaj : Jurnal Ekonomi dan Perbankan Syariah Indonesian Journal of Electronics, Electromedical Engineering, and Medical Informatics Journal of Electrical Engineering and Informatics Smart Humanity: Jurnal Pengabdian Masyarakat Kesmas: Jurnal Kesehatan Masyarakat Nasional (National Public Health Journal)
Ridwansyah Ridwansyah
Program Studi Ilmu dan Teknologi Pangan Fakultas Pertanian USU Medan
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Veterinary Other

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Journal : Jurnal Pilar Nusa Mandiri

 1 
PARTICLE SWARM OPTIMIZATION UNTUK MENINGKATKAN AKURASI PREDIKSI PEMASARAN BANK Ridwansyah, Ridwansyah; Purwaningsih, Esty
Jurnal Pilar Nusa Mandiri Vol 14 No 1 (2018): Pilar Nusa Mandiri : Journal of Computing and Information System Periode Maret 2
Publisher : LPPM Universitas Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (937.131 KB) | DOI: 10.33480/pilar.v14i1.94

Abstract

Pemasaran bank dapat melalui promosi sebuah produk dengan menghasilkan data dan informasi yang cukup kompleks dan luas sehingga akan merasa kesulitan dalam menganalisisnya. Neural network dapat menyelesaikan masalah khususnya sampel data besar yang di dapat di uci data set namun masih memiliki kekurangan pada pemilihan fitur yang sesuai dan optimal pada bobot atribut yang digunakan sehingga menyebabkan tingkat akurasi prediksi menjadi kurang tinggi, Algoritma PSO dapat meningkatkan bobot atribut dan meningkatkan akurasi suatu algoritma dan klasifikasi data yang lebih besar. Hasil penelitian menggunakan Neural network dan Algoritma PSO menunjukkan perbaikan yang lebih baik dan mengesankan dalam kinerja model neural network yang memiliki kelemahan dalam pemilihan fitur.
HYBRID OPTIMIZATION METHOD BASED ON GENETIC ALGORITHM FOR GRADUATES STUDENTS Ridwansyah, Ridwansyah; Wijaya, Ganda; Purnama, Jajang Jaya
Jurnal Pilar Nusa Mandiri Vol 16 No 1 (2020): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Peri
Publisher : LPPM Universitas Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (996.523 KB) | DOI: 10.33480/pilar.v16i1.1180

Abstract

Graduation is a target that must be achieved by students, especially graduating on time will be very important. To determine students who graduate on time or cannot be determined before students reach the final semester and hold a trial, many students who fail to graduate on time cause delays and affect the quality assurance of a tertiary institution. The problem in this research is how to optimize student graduation in order to graduate on time. Therefore, to determine this decision, we conducted a graduation data trial using the SVM method with GA optimization. SVM with accurate learning skills and good generalizations in classifying non-linear data, but SVM is weak in terms of parameter optimization it requires optimization using GA. GA is a method that has evolved to produce a more optimal data. From the results of processing using SVM and GA, we get more optimal results with 86.57%. Then from these results can help students to graduate on time.
Co-Authors Abdul Hamid Adris Ade Putra Ahmad Mujahid, Ahmad Alayzha, Vivi Nur Alfian, Achmad Allimmah, Khoirunnisa Nurul Amelia, Merry Amrina, Dania Hellin Andharsaputri, Resti Lia Andi Saryoko ANGGUN RACHMAWATI, ANGGUN Anip Dwi Saputro, Anip Dwi Anus Wuryanto Ardini Saptaningsih Raksanagara, Ardini Saptaningsih Arisca, Nurmalita Arizona, Riza Asnawati Asnawati Ayasar, Prayogi Putra Dinar, Ashari Seribu Djawad , Yasser Abd Dwimutian, Febyviani Elisa Julianti Era Yusraini Erike Anggraeni Ersi Sisdianto Esty Purwaningsih Evendi, Rustam Faika, Siti Faizah, Siti FARAH FAHMA Farhana, Nur Laila Fatma Lestari Fortuna, Salsabila Mutia Fortuna, Salsabilla Mutia Ganda Wijaya, Ganda Ganggang Canggi Arnanto Ghani, Wan Ruslan Abdul Gianova, Erin Gustika Nurmalia Hafis Nurdin Haripuddin . Haris Herdiansyah, Haris Hartati, Eka Yuni Hendra Jaya Heni Noviarita Herfina, Inne Dwi Herlambang, Saifuddin Herliawan, Irwan Hidayat, Icha Afrillia Idris, Maruf Idris, Ma’ruf Ifna, Nur Ifna Indah Ariyati Indayani Irfansyah, Nanda Irmawati Carolina Ispandi Ispandi, Ispandi Jajang Jaya Purnama Juwita, Safna Kahfi, Ahmad Hafidzul Khaswar Syamsu Kresna Ramanda Kustia, Kustia Labusab, Labusab Lasmiatun, KMT Lawelendo, Lawelendo Mantasia Mantasia Marariza, Helma Mayzal, Tiondon Meilissa Ayu Pratiwi Moh. Muslih Monalysa, Lita Muhammad Iqbal Fasa Mustamin Mustamin Mutahharah Hasyim, Mutahharah Naffati, Abdel Kadir Nawawi, Hendri Mahmud Northa Idaman Novriyanto, Abib Nugraha, Fitra Septia Nurhasmi Nurhasmi Nursalma, Intan Nusasenjaya, Radite Okta Supriyaningsih Oky Kurniawan Pariabti Palloan Ponta, Tasri Pratama, Reza Hardian Purnama Soiswaty, Dwi Purwadhi Purwadhi Purwoko, Reza Yuridian Ramadhani, Mutiara Razimi, Mohd Syahril Ahmad Retno Sari Rian Andriani, Rian Rima Melati Risnandar, Risnandar Rizki, Marisa RIZQINA, AULIA LAILY Rosyda, Susy Ruray, Titiek Arafiani Sabril, Aulia Samad, Putri IS Samman, Muhammad Sanusi, Dirga Kaso Sari, Defya Sari, Yetri Martika Sari, Yuniar Sartika Septina, Mulya Jayanti Putri Setiawan, Zunan SRI RAHAYU suhaeb, Sutarsi Suhartono sulis, sulistiawaty sulis, sulistiawaty - Supriadi Supriadi Suprianingsih, Okta Susanto, Is Susy Rosyida Tauhidin Abas, Totoh Terip Karo-Karo Theresia Santi, Theresia Titi Candra Sunarti Tubarad, Chara Pratami Tidespania Tyas, Prayoga Ning Usman Usman Wahrini, Retyana Wahyu Iryana Weny Rosilawati Yahya, Haidar Silmi Yunita Sari Zen, Hasrul