Items where Author is "Binanto, Iwan"

Mali, M. Rizky Fajar and N, Basilius Arilla Dimas and Jaya, Ajitama and Binanto, Iwan (2024) Perbandingan Algoritma Random Forest dan Artificial Neural Network untuk Dataset Water Potability. Journal of Technology Research in Information System and Engineering (JTRISTE), 11 (1). pp. 53-59. ISSN 2355-3677

Binanto, Iwan and Tumanggor, Andrianto (2024) Comparison of the K-Means method with and without Principal Component Analysis (PCA) in predicting employee resignation. E3S Web of Conferences, 475. pp. 1-10. ISSN 2267-1242

Binanto, Iwan (2024) Improving of anticancer compound identification model for medicinal plant’s LCMS data. Proceedings of the Transdisciplinary Symposium on Engineering and Technology (TSET) 2022. ISSN 0094-243X

B, Jesly Putri Kristiani and Leokadja, Louisa and Binanto, Iwan (2024) Perbandingan Metode Klasifikasi Random Forest Dan Support Vector Machine Terhadap Dataset Resiko Kanker Serviks. Journal of Technology Research in Information System and Engineering (JTRISTE), 11 (1). pp. 60-66. ISSN 2355-3677

Binanto, Iwan and Hernawan, Agung (2023) System Architecture for Chemical Compound Identification Data LC-MS of Medicinal Plant. ICIC-EL Part B, 14 (10). pp. 1029-1036. ISSN 2185-2766

Aprilianti, Ni Made Dina and Gein, Jeanytha and Paska, Patricia Dian and Binanto, Iwan and Sianipar, Nesti F. (2023) Analisis Perbandingan Algoritma KNN, Gaussian Naive Bayes, Random Forest untuk Data Tidak Seimbang dan Data yang Diseimbangkan dengan Metode Tomek Link Undersampling Pada Dataset LCMS Tanaman Keladi Tikus. In: Seminar Nasional Sains dan Teknologi 2023, 1 November 2023, Fakultas Teknik Universitas Wahid Hasyim.

Binanto, Iwan and Tumanggor, Andrianto (2023) Comparison of the K-Means method with and without Principal Component Analysis (PCA) in predicting employee resignation. In: InCASST 2023 - The 1st International Conference on Applied Sciences and Smart Technologies, Fakultas Sains dan Teknologi, Universitas Sanata Dharma.

Binanto, Iwan and Tumanggor, Andrianto (2023) Comparison of the K-Means method with and without Principal Component Analysis (PCA) in predicting employee resignation. In: InCASST 2023 - The 1st International Conference on Applied Sciences and Smart Technologies, Fakultas Sains dan Teknologi, Universitas Sanata Dharma.

Binanto, Iwan and Kumalasanti, Rosalia Arum and Sianipar, Nesti Fronika (2023) Handling of unbalanced LC-MS medicinal plant data using Near-Miss Undersampling tested with Gaussian Naive Bayes and K-Nearest Neighbors. In: 2023 2nd International Conference on Computational Modelling, Simulation and Optimization (ICCMSO), Bali, Indonesia.

Suparwito, Hari and Gunawan, Ridowati and Binanto, Iwan and Widyastuti, Wiwien and Kumalasanti, Rosalia Arum (2023) Karya Inovasi : Buku Pengantar Pembelajaran Mesin Menggunakan Bahasa Pemrograman Python. a.n.Menteri Hukum dan Hak Asasi Manusia u.b Direktur Hak Cipta dan Desain Industri.

Dea, Frista and Primadani, Margareta Navi and Kartikasari, Theresia Winnie and Binanto, Iwan and Sianipar, Nesti F. (2023) Klasifikasi Senyawa Keladi Tikus Menggunakan Algoritma KNN, Gaussian Naive Bayes dengan Menerapkan Imblanace Data Borderline SMOTE. In: Seminar Nasional Sains dan Teknologi 2023, Universitas Wahid Hasyim.

Batan, Gabriel Advent and Keytimu, Malvino Jordhan and Katumbo, Flora Lebonna and Binanto, Iwan and Sianipar, Nesti F. (2023) Penerapan Metode Random Forest, Gaussian NB, Dan KNN Terhadap Data Unbalancedan Data BalanceMenggunakan Random Over Sampling Untuk Klasifikasi Senyawa Keladi Tikus. In: Seminar Nasional Teknik Elektro, Informatika & Sistem Informasi (SINTaKS) 2023, Universitas Respati Yogyakarta.

Meriana, Vina and Wirayanti, Ni Komang Ayu and Laksono, Julius Rakha Bowo and Binanto, Iwan and Sianipar, Nesti F. (2023) Perbandingan Algoritma Klasifikasi KNN, Gaussian Naive Bayes, Dan Random Forest Pada Dataset LCMS Tanaman Keladi Tikus Yang Diseimbangkan Dengan Metode Synthetic Minority Over-Sampling Technique. In: Seminar Nasional Teknik Elektro, Informatika & Sistem Informasi (SINTaKS) 2023, Universitas Respati Yogyakarta.

Tangkelobo, Eliana and Mayaut, Wisye and Listanto, Hanjian and Binanto, Iwan and Sianipar, Nesti F. (2023) Perbandingan Algoritma Klasifikasi Random Forest, Gaussian Naive Bayes, dan K-Nearest untuk Data Tidak Seimbang dan Data yang diseimbangkan dengan metode Random Undersampling pada dataset LCMS Tanaman Keladi Tikus. In: Seminar Nasional Teknik Elektro, Informatika & Sistem Informasi (SINTaKS) 2023, Universitas Respati Yogyakarta.

Monika, Agustina Putri and Risti, Felisia Elvira Paska and Binanto, Iwan and Sianipar, Nesti F. (2023) Perbandingan Algoritma Klasifikasi Random Forest, Gaussian Naive Bayes, dan KNearest Neighbor untuk Data Tidak Seimbang dan Data yang diseimbangkan dengan Metode Adaptive Synthetic pada Dataset LCMS Tanaman Keladi Tikus. In: Seminar Nasional Teknik Elektro, Informatika & Sistem Informasi (SINTaKS) 2023, Universitas Respati Yogyakarta.

Binanto, Iwan and Warnars, Harco Leslie Hendric Spits and Sianipar, Nesti Fronika and Budiharto, Widodo (2022) Webscraping data labeling system on liquid chromatography-mass spectrometry of rodent tuber for efficiency of supervised learning preprocessing. ICIC Express Letters Part B: Applications, 13 (1). pp. 107-114. ISSN 2185-2766

Binanto, Iwan and Warnars, Harco Leslie Hendric Spits and Sianipar, Nesti Fronika and Budiharto, Widodo (2022) Anticancer compound identification model of rodent tuber’s liquid chromatography-mass spectrometry data. ICIC Express Letters, 16 (1). pp. 9-16. ISSN 1881-803X

Binanto, Iwan and Warnars, Harco Leslie Hendric Spits and Sianipar, Nesti Fronika and Budiharto, Widodo (2021) Mining Frequent Pattern on Liquid Chromatography-Mass Spectrometer Data of Rodent Tuber to Find the Association Rules of Compounds for Machine Learning. ICIC Express Letters, Part B: Applications, 12 (12). pp. 1185-1191. ISSN 2185-2766

Binanto, Iwan and Warnars, Harco Leslie Hendric Spits and Sianipar, Nesti Fronika and Budiharto, Widodo (2021) Understanding LCMS Data for Identification of Chemical Compounds Contained in Rodent Tuber : Timeseries or Not. Systematic Reviews in Pharmacy, 12 (1). pp. 648-654. ISSN 09758453

Binanto, Iwan (2015) Implementasi CAI untuk program bantu pembelajaran Bahasa Inggris level real beginner berbasis multimedia pada Lembaga Bahasa ABCD Yogyakarta. Widya Teknik, 14 (2). pp. 63-68. ISSN 1412-7350

Binanto, Iwan (2014) Internalisasi nilai-nilai option for the poor melalui service learning pada masyarakat miskin produktif di Desa Poncosari, Srandakan, Bantul, DIY. In: Pemberdayaan Kelompok Miskin Produktif di Kawasan Perkotaan, Semarang.

Rosa, Paulina Heruningsih Prima and Priyatma, Johanes Eka and Polina, Agnes Maria and Binanto, Iwan (2014) Studi awal pengembangan sistem e-voting di Kabupaten Jembrana Bali memakai perspektif teori kompleksitas. In: Seminar Nasional Riset dan Teknologi Terapan IV 2014.

Binanto, Iwan (2013) Perbandingan metode pengembangan perangkat lunak multimedia. In: Seminar Nasional Ritektra 2013, Univ. Atmajaya Jakarta.