Tenaga Pengajar
Profil > Tenaga Pengajar
Profil Dosen
Ir. Warsono, M.S., Ph.D.
Staff Performance
SINTA Summary
| Scopus | GScholar | WOS |
|---|---|---|
|
|
|
Research
| Title | Leader | Members | Funding Source | Year | Amount |
|---|---|---|---|---|---|
| Pengembangan Model Generalized Structured Component Analysis (GSCA) Pada Data Berhierarki Longitudinal dan Penerapannya pada Data Mutu Lulusan SMA di Indonesia | Dr. Ir. Budi Susetyo, M.s. | Penelitian Kompetitif Nasional ( PPS-PDD ) | 2026 | Rp. 0 | |
| ANALISIS KEBIJAKAN PUBLIK MELALUI MEDIA SOSIAL: KLASIFIKASI BERBASIS TRANSFORMER DAN PENDEKATAN NERLDA PADA TWEET DI INDONESIA | Dian Kurniasari | PENELITIAN DIPA LPPM ( PPF ) | 2025 | Rp. 40.000.000 | |
| FUNGSI KARAKTERISTIK DAN FLEKSIBILITAS DISTRIBUSI GENERALIZED F DALAM PEMODELAN DATA POLUSI LINGKUNGAN | Warsono | PENELITIAN DIPA LPPM ( PPF ) | 2025 | Rp. 40.000.000 | |
| Model Klasifikasi Biologis Presisi Tinggi Menggunakan XGBoost dan CatBoost dengan Fitur Ekstraksi TNC, DPC dan SOCN | Favorisen Rosyking Lumbanraja | Penelitian Kompetitif Nasional ( PFR ) | 2025 | Rp. 101.270.000 | |
| Pengembangan Model Generalized Structured Component Analysis (GSCA) Pada Data Berhierarki Longitudinal dan Penerapannya pada Data Mutu Lulusan SMA di Indonesia | Dr. Ir. Budi Susetyo, M.s. | Penelitian Kompetitif Nasional ( PPS-PDD ) | 2025 | Rp. 47.610.000 | |
| Diagnosa Penyakit Tuberkulosis Menggunakan Metode Klasifikasi Naive Bayes dengan Hybrid SMOTE-NC+ Tomek Links Balancing | Khoirin Nisa | Penelitian Kompetitif Nasional ( PPS-PTM ) | 2024 | Rp. 10.110.000 | |
| Model Klasifikasi Data Sekuens pada Genome dengan Machine Learning | Favorisen Rosyking Lumbanraja | Penelitian Kompetitif Nasional ( PPS-PDD ) | 2024 | Rp. 51.630.000 | |
| PERFORMA BIDIRECTIONAL ENCODER FROM TRANSFORMERS (BERT) PADA KLASIFIKASI SENTIMEN ULASAN PENILAIAN OBAT DENGAN RATING DAN TEXTBLOB | Dian Kurniasari | PENELITIAN DIPA LPPM ( PNPD ) | 2024 | Rp. 25.000.000 | |
| MODEL HIBRID MULTIVARIATE TIME SERIES DEEP LEARNING UNTUK PERAMALAN EKSPOR-IMPOR KOPI DAN NILAI TUKAR RUPIAH | Warsono | PENELITIAN DIPA LPPM ( PN MULTI ) | 2024 | Rp. 75.000.000 | |
| DEEP LEARNING DENGAN MODEL BIOWORDVEC UNTUK KLASIFIKASI LAPORAN MEDIKAL | Warsono | PENELITIAN DIPA LPPM ( PP ) | 2023 | Rp. 40.000.000 |
Community Services
| Title | Leader | Members | Funding | Year | Amount |
|---|---|---|---|---|---|
| IbKIK Rumah Cerdas Kampung Digital | Sri Ratna Sulistiyanti | Pengabdian Kepada Masyarakat Kompetitif Nasional ( PPUPIK ) | 2018 | Rp. 150.000.000 | |
| IbKIK Rumah Cerdas Kampung Digital | Sri Ratna Sulistiyanti | Pengabdian Kepada Masyarakat Kompetitif Nasional ( PPUPIK ) | 2017 | Rp. 152.500.000 | |
| IbM GURU MATEMATIKA KURIKULUM 2013 SEKOLAH MENENGAH PERTAMA DI KECAMATAN RAJABASA KOTA BANDAR LAMPUNG | Warsono | Pengabdian Kepada Masyarakat Kompetitif Nasional ( PKM ) | 2015 | Rp. 37.500.000 |
Intellectual Property Rights
| Title | Inventors | Year | Application Number | Type |
|---|---|---|---|---|
| No data available | ||||
Books
| Title | Publisher | Year | City | ISBN |
|---|---|---|---|---|
| No data available | ||||
Scopus Articles
| Title | Quartile | Publisher | Year | Citations |
|---|---|---|---|---|
| CLASSIFICATION OF ESSENTIAL AND NON-ESSENTIAL GENES IN HUMAN GENOME SEQUENCE DATA USING ENSEMBLE MACHINE LEARNING | Q3 as Journal | Communications in Mathematical Biology and Neuroscience | 2026 | 0 |
| Performance of CNN and LSTM Model on COVID-19 News Headline Data Classification | Q1 as Journal | Baghdad Science Journal | 2025 | 0 |
| The Kernel Function of Reproducing Kernel Hilbert Space and Its Application on Support Vector Machine | Q1 as Journal | Science and Technology Indonesia | 2025 | 0 |
| Breast Cancer Area Identification in Mammograms Using Expectation Maximization Gaussian Mixture Model | Q1 as Journal | Karbala International Journal of Modern Science | 2025 | 1 |
| Leveraging Transfer Learning Using Convolutional Neural Networks to Enhance Brain Tumor Images Classification | Q3 as Journal | Iaeng International Journal of Computer Science | 2025 | 0 |
| On the Characteristic Function of the Four-Parameter Generalized Beta of the Second Kind (GB2) Distribution and Its Approximation to the Singh-Maddala, Dagum, and Fisk Distributions | Q1 as Journal | Science and Technology Indonesia | 2025 | 0 |
| LSTM-CNN Hybrid Model Performance Improvement with BioWordVec for Biomedical Report Big Data Classification | Q1 as Journal | Science and Technology Indonesia | 2024 | 4 |
| Generalized space-time autoregressive (GSTAR) modeling with seemingly unrelated regression (SUR) for forecasting inflation data in five cities on the island of Sumatra | Q4 as Conference Proceedin | Aip Conference Proceedings | 2024 | 0 |
| The BVAR model approach in predicting the JCI index, USD-IDR exchange rate, and EUR-IDR exchange rate during the COVID-19 pandemic | Q4 as Conference Proceedin | Aip Conference Proceedings | 2024 | 0 |
| Modelling and forecasting data with panel vector autoregressive GMM estimation on economic growth and inflation data in 10 ASEAN countries | Q4 as Conference Proceedin | Aip Conference Proceedings | 2024 | 0 |