Article

Abidin, Zaenal and Junaidi, Akmal and Wamiliana, Wamiliana and Togatorop, Frengky Marulitua and Ahmad, Imam and Puspaningrum, Ajeng Savitri (2024) Direct Machine Translation Indonesian-Batak Toba. IEEE Explore. pp. 82-87. ISSN 979-8-3505-0750-4

Amelia, Meli and Sholeha, Ilma Isyahna and Revangga, Yanda Rico and Wamiliana, Wamiliana (2024) The Comparison of Brute Force, Cheapest-Insertion, and Nearest-Neighbor Heuristics for Determining the Shortest Tour for Visiting Malls in Bandar Lampung. EXPERT, 14 (1). pp. 51-54. ISSN 2745-7265

Aswin, Michele Yap and Wamiliana, Wamiliana and Fitriani, Fitriani and Ansori, Muslim and Notiragayu, Notiragayu (2024) Perbandingan Cheapest Insertion Heuristic dan Algoritma Christofides untuk Menentukan Tour Pasar Tradisional di Kota Bandar Lampung. Jurnal Pepadun, 5 (2). pp. 180-192. ISSN 2774-3403

Azizah, Happy Nur and Herawati, Netti and Sutrisno, Agus and Widiarti, Widiarti (2024) Study of Gated Recurrent Unit (GRU) and Extreme Gradient Boosting (XGBoost) Methods in Predicting the Closing Price of Garudafood Putra Putri Jaya Tbk., Indonesia. International Journal of Multidisciplinary Research and Publications, 7 (1). pp. 199-202. ISSN 2581-6187

Darina, Novi and Widiarti, Widiarti and Chasanah, Siti Laelatul and Setiawan, Eri (2024) PENERAPAN METODE DOUBLE MOVING AVERAGE DAN DOUBLE EXPONENTIAL SMOOTHING PADA PERAMALAN NILAI IMPOR BARANG KONSUMSI TAHUN 2017-2022. MATHunesa : Jurnal Ilmiah Matematika, 12 (1). pp. 31-37. ISSN 2716-506X

Dorrah, Azis and Sutrisno, Agus and Tiryono, Ruby and handoko, handoko (2024) THE DEVELOPMENT DYNAMIC OF HIV/AIDS IN LAMPUNG USING NONLINEAR DIFFERENTIAL EQUATION MODEL OF SIR (SUSCEPTIBLE, INFECTIOUS, AND RECOVERED). Journal of Innovation Research and Knowledge, 3 (11). ISSN 2798-3471

Fernando, Yusra and Darwis, Dedi and Mehta, Abhishek R and Wamiliana, Wamiliana and Wantoro, Agus (2024) A New Approach of Steganography on Image Metadata. INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION, 8 (2). pp. 968-976. ISSN 2549-9904

Herawati, Netti and Aulia, Nufus and Azis, Dorrah and Nisa, Khoirin (2024) COMPARATIVE STUDY IN ADDRESSING MULTICOLLINEARITY USING LOCALLY COMPENSATED RIDGE-GEOGRAPHICALLY WEIGHTED REGRESSION (LCR-GWR) AND GEOGRAPHICALLY WEIGHTED LASSO (GWL). International Journal of Applied Science and Engineering Review (IJASER), 5 (2). pp. 36-50. ISSN 2582-6271

Herawati, Netti and Sukma, Herlina and Nisa, Khoirin and Nusyirwan, Nusyirwan and Saidi, Subian and Tiryono, Tiryono and Misgiyati, Misgiyati (2024) Poisson Ridge Regression for Multicollinearity Data: Case Study of the Number of Maternal Deaths in Lampung Province, Indonesia. International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), 13 (1). pp. 1-8. ISSN 2319-8753

Herawati, Netti and Wijayanti, Ameliana and Sutrisno, Agus and Nusyirwan, Nusyirwan and Misgiyati, Misgiyati (2024) The Performance of Ridge Regression, LASSO, and Elastic-Net in Controlling Multicollinearity: A Simulation and Application. Journal of Modern Applied Statistical Methods,, 23 (2). pp. 1-13. ISSN 1538-9472

Herawati, Netti and ameliana, wijayanti and Sutrisno, Agus and Nusyirwan, Nusyirwan and Misgiyati, Misgiyati (2024) The Performance of Ridge Regression, LASSO, and Elastic-Net in Controlling Multicollinearity: A Simulation and Application. Journal of Modern Applied Statistical Methods,, 23 (2). pp. 1-13. ISSN 1538-9472

Herawati, Netti and silviana, eva and Nisa, Khoirin and Saidi, Subian (2024) The effectiveness of Liu-Estimator in predicting poverty levels in Indonesia: Comparative study and application of simulation. Multidisciplinary Science Journal, 7 (4). pp. 1-8. ISSN 2675-1240

Herwanto, Riko and Susanto, Ferry and Dwi, Rosmala and Prayoga, M.Husain and Dinata, Riadi Marta and Wamiliana, Wamiliana (2024) Haversine Geo-Spasial Data Android Model Untuk Optimasi Rute Kebersihan Lingkungan Terdekat. Jurnal Pepadun, 5 (1). pp. 83-92. ISSN 2774-3403

Juanda, Juanda and Usman, Mustofa and Kurniasari, Dian and Widiarti, Widiarti and Amanto, Amanto and Warsono, Warsono (2024) The BVAR Model Approach in Predicting the JCI Index, USD-IDR Exchange Rate, and EUR-IDR Exchange Rate during the COVID-19 Pandemic. AIP Conference Proceedings, 2970 (1). 030012-1. ISSN 0094-243X

Kurniasari, Dian and Hidayah, Rekti Nurul and Notiragayu, Notiragayu and Warsono, Warsono and Nisa, Rizki Khoirun (2024) CLASSIFICATION MODELS FOR ACADEMIC PERFORMANCE: A COMPARATIVE STUDY OF NAÏVE BAYES AND RANDOM FOREST ALGORITHMS IN ANALYZING UNIVERSITY OF LAMPUNG STUDENT GRADES. Jurnal Teknik Informatika (JUTIF), 5 (5). pp. 1267-1276. ISSN 27233871

Kurniasari, Dian and Kurniawati, Virda and Nuryaman, Aang and Usman, Mustofa and Nisa, Rizki Khoirun (2024) Implementation of Fuzzy C-Means and Fuzzy Possibilistic C-Means Algorithms on Poverty Data in Indonesia. BAREKENG: Journal of Mathematics and Its Applications, 18 (3). pp. 1919-1930. ISSN 2615-3017

Kurniasari, Dian and Nuraini, Maydia Egi and Wamiliana, Wamiliana and Nisa, Khoirin (2024) A Case Study: Comparison of LSTM and GRU Methods for Forecasting Oil, Non-Oil, and Gas Export Values in Indonesia. Jurnal Teknik Informatika, 17 (2). pp. 127-138. ISSN 25497901

Kurniasari, Dian and Rafdiono, M. Naufal Ammar and Warsono, Warsono (2024) Analisis Struktur Terbaik Neural Network dengan Algoritma Backpropagation dalam Memprediksi Indeks Kandungan Sulfida (SO2) di Ibu Kota Jakarta. Jurnal Sistem dan Technologi Informasi, 12 (2). pp. 321-329. ISSN 26208989

Kurniasari, Dian and Ramadhani, Putri Salsabila and Wamiliana, Wamiliana and Warsono, Warsono (2024) Application of the Artificial Neural Network Algorithm to Predict the Realization of the Duty Tax on the Name of Motor Vehicles in Lampung Province. Indonesian Journal of Artificial Intelligence and Data Mining (IJAIDM), 7 (2). pp. 392-403. ISSN 2614-6150

Kurniasari, Dian and Usman, Mustofa and Warsono, Warsono and Lumbanraja, Favorisen R (2024) Comparative analysis of deep Siamese models for medical reports text similarity. International Journal of Electrical and Computer Engineering (IJECE), 14 (6). pp. 6969-6980. ISSN 27222578

Kurniasari, Dian and Warsono, Warsono and Usman, Mustofa and Lumbanraja, Favorisen R and Wamiliana, Wamiliana (2024) LSTM-CNN Hybrid Model Performance Improvement with BioWordVec for Biomedical Report Big Data Classification. Science and Technology Indonesia, 9 (2). pp. 273-283. ISSN 25804391

Nurhandayani, Poetri Hana and Wamiliana, Wamiliana and Misgiyati, Misgiyati and Notiragayu, Notiragayu and Ansori, Muslim (2024) The Comparison of Dijsktra’s Algorithm and Flyod Warshall’s Algorithm to Determine The ShortestPath of Traditional Markets in Bandar Lampung City. Explore (Jurnal Sistem Informasi dan Telematika), 15 (1). pp. 131-139. ISSN 2087-2062

Nurhasanah, Nunung and Widiarti, Widiarti and Nurvazly, Dina Eka and Usman, Mustofa (2024) Penerapan Model Geographically Weighted Logistic Regression dengan Fungsi Pembobot Adaptive Gaussian Kernel pada Data Kemiskinan. Jambura Journal of Mathematics, 6 (2). pp. 204-211. ISSN 2656-1344

Putriani, Alenia Darnur and Wamiliana, Wamiliana and Chasanah, Siti Laelatul (2024) Comparison of the Dijkstra’s Algorithm and the Floyd Warshall’s Algorithm to Determine the Shortest Path between Hospitals in Several Cities in Lampung Province. Journal of Mathematical Sciences and Optimization, 1 (2). pp. 44-52. ISSN 3025-3926

Saputri, Siska Ayudia and Herawati, Netti and Sutrisno, Agus and Nusyirwan, Nusyirwan and Nisa, Khoirin (2024) COMPARISON OF MLE, LASSO, AND LIU ESTIMATOR METHODS TO OVERCOME MULTICOLLINEARITY IN MULTINOMIAL LOGISTIC REGRESSION: SIMULATION STUDY. Global Scientific and Academic Research Journal of Multidisciplinary Studies, 3 (5). pp. 8-12. ISSN 2583-4088

Suciati, Indah and Widiarti, Widiarti and Usman, Mustofa and Warsono, Warsono and Wamiliana, Wamiliana (2024) Generalized Space-Time Autoregressive (GSTAR) Modeling with Seemingly Unrelated Regression (SUR) for Forecasting Inflation Data in Five Cities on the Island of Sumatra. AIP Conference Proceedings, 2970 (1). 030008-01-030008-10. ISSN 0094-243X

Wamiliana, Wamiliana and Junaidi, Akmal and Gamal, Moh Danil Hendry (2024) The Use of Probability and Edge Analysis to Solve the Multi-Period Degree Constrained Minimum Spanning Tree Problem. Science and Technology Indonesia, 9 (4). pp. 999-1008. ISSN e -ISSN:2580-4391 p -ISSN:2580-4405

Wamiliana, Wamiliana and Russel, Edwin and Alam, Iskandar Ali and Widiarti, Widiarti and Hairani, Tuti and Usman, Mustofa (2024) Modeling and Forecasting Closing Prices of some Coal Mining Companies in Indonesia by Using the VAR(3)-BEKK GARCH(1,1) Model. International Journal of Energy Economics and Policy, 14 (1). pp. 579-591. ISSN 2146-4553

Widiarti, Widiarti and Asmiati, Asmiati and Kurniasari, Dian and Notiragayu, Notiragayu and Warsono, Warsono and Okzarima, Wenty and Suciati, Indah (2024) Workshop Pembuatan Media Pembelajaran dan Pengolahan Nilai Bagi Guru SMK Nurul Huda Pringsewu. SWARNA Jurnal Pengabdian Kepada Masyarakat, 3 (6). pp. 452-457. ISSN 2963-184X

Widiarti, Widiarti and Usman, Mustofa and Putri, Almira Rizka and Russel, Edwin (2024) Modeling and Analysis Data Production of Oil, and Oil and Gas in Indonesia by Using Threshold Vector Error Correction Model. Science and Technology Indonesia, 9 (1). pp. 189-197. ISSN 2580-4391

Patent

Program Komputer (2024) Peramalan Multivariate Time Series Harga Penutupan Saham PT. Kalbe Farma Tbk dan Nilai Tukar Rupiah Berbasis Model Hybrid VECM - LSTM. 000678660.

Program Komputer (2024) Implementasi Metode Hybrid Vector Autoregressive Integrated Moving Average Exogenous – Bidirectional Long Short Term Memory (VARIMAX – Bi-LSTM) dalam Peramalan Harga Emas dan Perak. 000763062.

Program Komputer (2024) Klasifikasi Sentimen Ulasan Penilaian Obat dengan Metode Bidirectional Encoder Representation from Transformers (BERT). EC00202441089.

Program Komputer (2024) Peramalan Harga Saham BRI dengan Metode Hybrid Autoregressive Integrated Moving Average - Long Short-Term Memory (ARIMA-LSTM). EC00202438103.

Program Komputer (2024) Penerapan Model Transfer Learning Dengan Convolutional Neural Network (CNN) Pada Klasifikasi Citra Tumor Otak. 000623820.

Program Komputer (2024) Implementasi Model Hybrid Convolutional Neural Network Dan Bidirectional Long Short-Term Memory Untuk Analisis Tingkat Kepuasan Pengguna Aplikasi Halodoc. 000674991.

Other

Herawati, Netti and Nisa, Khoirin and Saidi, Subian (2024) Laporan Kemajuan Penelitian Dasar 2024. universitas Lampung. (Submitted)