Article

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

Aristoteles, Aristoteles and Jasmine, Amelia and Yohana Tri Utami, YTU and Lumbanraja, Favorisen R (2023) Design of Virtual Map Building Using Unity 3D with MDLC Method. International Journal of Electronics and Communications Systems, 3 (1). pp. 21-32. ISSN 2798-2610

Aristoteles, Aristoteles and Admi Syarif, AS and Lumbanraja, Favorisen R (2023) SYSTEMATIC REVIEW: PERKEMBANGAN MACHINE LEARNING PADA SPERMA MANUSIA. Jurnal TEKNOINFO, 17 (1). pp. 112-118. ISSN 2615-224X

Aristoteles, Aristoteles and Safe'i, Rahmat and Syarif, Admi and Muludi, Kurnia and Lumbanraja, Favorisen R (2022) PENDAMPINGAN PENGEMBANGAN E-COMMERCE DI KWTH KARTINI, DESA KUBU BATU, KABUPATEN PESAWARAN PADA ERA DIGITALISASI DALAM PENINGKATAN EKONOMI MASYARAKAT. BUGUH : Jurnal Pengabdian Kepada Masyarakat, 2 (3). pp. 32-38. ISSN 2808-1412

Aristoteles, Aristoteles and Syarif, Admi and Sutyarso, Sutyarso and Lumbanraja, Favorisen R (2022) Identification of Human Sperm based on Morphology Using the You Only Look Once Version 4 Algorithm. International Journal of Advanced Computer Science and Applications, 13 (7). pp. 424-431. ISSN 2156-5570 (online), 2158-107X(Print)

Aristoteles, Aristoteles and Lumbanraja, Favorisen R and Hijriani, Astria and Nensi, Meria (2022) PENENTUAN GRADE BIJI KOPI ROBUSTA MENGGUNAKAN ANALYTICAL HIERARCHY PROCESS. KLIK - KUMPULAN JURNAL ILMU KOMPUTER, 9 (2). pp. 307-328. ISSN p- 2406-7857 | e- 2443-406X

Hasibuan, Rosma and CINDOWARNI, Olivia and Lumbanraja, Jamalam and Lumbanraja, Favorisen R (2022) Impact of soil fertilization on arthropod abundance and diversity on soybean agroecosystem. Jurnal Biodiversitas, 23 (4). pp. 1828-1835. ISSN 1412-033X

Lumbanraja, Favorisen R and Lufiana, Fanni and Heningtyas, Yunda and Muludi, Kurnia (2022) IMPLEMENTASI SUPPORT VECTOR MACHINE (SVM) UNTUK KLASIFIKASI PEDERITA DIABETES MELLITUS. Jurnal Komputasi, 10 (1). pp. 75-83. ISSN 541-0350

Prabowo, Rizky and Nurfadlilah, Zuliana and Lumbanraja, Favorisen R and Kurniawan, Didik (2021) DETEKSI TINGKAT KERUSAKAN SISTEM KELISTRIKAN PADA MOBIL MENGGUNAKAN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM. Kumpulan Jurnal Ilmu Komputer (KLIK), 8 (1). ISSN 2406-7857

Lumbanraja, Favorisen R and Fitri, Eliza and Ardiansyah, Ardiansyah and Junaidi, Akmal and Prabowo, Rizky (2021) Abstract Classification Using Support Vector Machine Algorithm (Case Study: Abstract in a Computer Science Journal). Journal of Physics: Conference Series, 1751 (012042). ISSN Print : 1742-6588 Online : 1742-6596

Hasibuan, Rosma and Fitriana, Yuyun and Ratih, Suskandini and Wibowo, Lestari and Aeny, Titik Nur and Susilo, FX and Swibawa, I Gede and Lumbanraja, Favorisen R (2021) The Diversity and the Abundance of Corn Planthopper (Hemiptera: Delphacidae) in Lampung Province. Journal of Physics: Conference Series, 1751 (2021). pp. 1-13. ISSN doi:10.1088/1742-6596/1751/1/012043

Hasibuan, Rosma and Fitriana, Yuyun and Ratih, Suskandini and Wibowo, Lestari and Aeny, Titik Nur and Susilo, FX and Swibawa, I Gede and Lumbanraja, Favorisen R (2021) The Diversity and the Abundance ofCorn Planthopper(Hemiptera: Delphacidae)inLampung Province. Journal of Physics: Conference Series (1751). pp. 1-12. ISSN Print : 1742-6588 Online : 1742-6596

Fitri, Eliza and Lumbanraja, Favorisen R and Ardiansyah, Ardiansyah (2020) KLASIFIKASI ABSTRAK JURNAL KOMPUTASI MENGGUNAKAN METODE TEXT MINING DAN ALGORITMA SUPPORT VECTOR MACHINE. Jurnal Pepadun, 1 (1). pp. 83-88. ISSN 2774-3403

Abapihi, Bahriddin and Faisal, Mohammad Reza and Nguyen, Ngoc G and Delimayanti, Mera K and Purnama, Bedy and Lumbanraja, Favorisen R and Phan, Dau and Kubo, Mamoru and Satou, Kenji (2020) Cross Entropy Based Sparse Logistic Regression to Identify Phenotype-Related Mutations in Methicillin-Resistant Staphylococcus aureus. Journal of Biomedical Science and Engineering, 13 (7). pp. 168-174. ISSN 1937-6871

Sukma, Destian Ade Anggi and Yusman, Machudor and Lumbanraja, Favorisen R and Andrian, Rico (2020) Pengembangan Sistem Rekruitmen Karyawan Perusahaan Mitra UPT Kewirausahaan Dan Pengembangan Karir Universitas Lampung. Jurnal Komputasi, 8 (1). pp. 30-39. ISSN 2541-0350

Mahesworo, Bharuno and Cenggoro, Tjeng Wawan and Budiarto, Arif and Lumbanraja, Favorisen R and Pardamean, Bens (2020) Phosphorylation site prediction using gradient tree boosting. Journal Communications in Mathematical Biology and Neuroscience, 2020. pp. 1-14. ISSN 2052-2541

Lumbanraja, Favorisen R and Rosdiana, Siti and Sudarsono, Hamim and Junaidi, Junaidi (2020) Sistem Pakar Diagnosis Hama Dan Penyakit Tanaman Kopi Menggunkan Metode Breadth First Search (BFS) Berbasis Web. Explore (Jurnal Sistem Informasi dan Telematika), 11 (1). pp. 1-9. ISSN 2087-2062

Nguyen, Ngoc G and Phan, Dau and Lumbanraja, Favorisen R and Faisal, Mohammad Reza and Abapihi, Bahriddin and Purnama, Bedy and Delimayanti, Mera K and Mahmudah, Kunti R and Kubo, Mamoru and Satou, Kenji (2019) Applying Deep Learning Models to Mouse Behavior Recognition. Journal of Biomedical Science and Engineering, 12 (2). pp. 183-196. ISSN 937-6871

Lumbanraja, Favorisen R and Mahesworo, Bharuno and Cenggoro, Tjeng Wawan and Budiarto, Arif and Pardanean, Bens (2019) An Evaluation of Deep Neural Network Performance on Limited Protein Phosphorylation Site Prediction Data. Procedia Computer Science, 157. pp. 25-30. ISSN 1877-0509

Lumbanraja, Favorisen R and Sani, RM Sulaiman and Kurniawan, Didik and Irawati, Anie Rose (2019) IMPLEMENTASI METODE SUPPORT VECTOR MACHINE DALAM PREDIKSI PERSEBARAN DEMAM BERDARAH DI KOTA BANDAR LAMPUNG. Jurnal Komputasi, 7 (2). pp. 63-73. ISSN 2541-0350

Syarif, Admi and Wamiliana, Wamiliana and Lumbanraja, Favorisen R and Gen, Mitsuo (2019) Study on genetic algorithm (GA) approaches for solving Flow Shop Scheduling Problem (FSSP). Journal of Physics: Conference Series, 857 (012009). pp. 2-7. ISSN Print : 1742-6588 Online : 1742-6596

Lumbanraja, Favorisen R and Nguyen, Ngoc G and Phan, Dau and Faisal, Mohammad Reza and Abipihi, Bahriddin and Purnama, Bedy and Delimayanti, Mera K and Kubo, Mamoru and Satou, Kenji (2018) Improved Protein Phosphorylation Site Prediction by a New Combination of Feature Set and Feature Selection. Journal of Biomedical Science and Engineering, 11 (6). pp. 144-157. ISSN 1937-6871

Faisal, Muhammad Reza and Abipihi, Bahriddin and Nguyen, Ngoc G and Purnama, Bedy and Delimayanti, Mera K and Phan, Dau and Lumbanraja, Favorisen R and Kubo, Mamoru and Satou, Kenji (2018) Improving Protein Sequence Classification Performance Using Adjacent and Overlapped Segments on Existing Protein Descriptors. Journal of Biomedical Science and Engineering, 11 (6). pp. 126-143. ISSN 1937-6871

Phan, Dau and Ngoc, Giang N. and Lumbanraja, Favorisen R and Faisal, Mohammad R and Abipihi, Bahriddin and Purnama, Bedy and Delimiyanti, Mera K and Kubo, Mamoru and Satou, Kenji (2017) Combined Use of k-Mer Numerical Features and Position-Specific Categorical Features in Fixed-Length DNA Sequence Classification. Journal of Biomedical Science and Engineering, 10 (8). pp. 390-401. ISSN 1937-6871

Nguyen, Ngoc G and Tran, Vu Anh and Phan, Dau and Lumbanraja, Favorisen R and Faisal, Mohammad Reza and Abapihi, Bahriddin and Kubo, Mamoru and Satou, Kenji (2016) DNA Sequence Classification by Convolutional Neural Network. Journal Biomedical Science and Engineering, 9 (5). pp. 280-286. ISSN 1937-688X

Gavrilov, Sergey and Kubo, Mamoru and Tran, Vu Anh and Ngo, Duc Luu and Nguyen, Ngoc G and Nguyen, Lan Anh T. and Lumbanraja, Favorisen R and Phan, Dau and Satou, Kenji (2015) Feature Analysis and Classification of Particle Data from Two-DimensionalVideo Disdrometer. Advances in Remote Sensing, 4 (1). pp. 1-14. ISSN 2169-2688

Ngo, Duc Luu and Yamato, Naoki and Tran, Vu Anh and Nguyen, Ngoc Giang and Phan, Dau and Lumbanraja, Favorisen R and Kubo, Mamoru and Satou, Kenji Application of Word Embedding to Drug Repositioning. Journal Biomedical Science and Engineering, 9 (1). pp. 7-16. ISSN 1937-688X

Conference or Workshop Item

Lumbanraja, Favorisen R and Pramswary, Rifky Ekananda and Aristoteles, Aristoteles (2022) Classification of cracked concrete images using convolutional neural algorithm. In: THE 2ND UNIVERSITAS LAMPUNG INTERNATIONAL CONFERENCE ON SCIENCE, TECHNOLOGY, AND ENVIRONMENT (ULICoSTE) 2021, 27-28 Oktober 2021, Lampung.

Kurniasari, Dian and Usman, Mustofa and Warsono, Warsono and Lumbanraja, Favorisen R (2022) Medical Report Classification Using BioWordVec Contained on Deep Learning Method. In: The 4th International Conference on Applied Sciences, Mathematics, and Informatics (ICASMI), 8 - 9 September 2022, Bandar Lampung. (Unpublished)

Kurniasari, Dian and Usman, Mustofa and Warsono, Warsono and Lumbanraja, Favorisen R (2021) A DEEP NEURAL NETWORK – BASED APPROACH FOR RECOGNIZING STATISTICAL PROBABILITY DISTRIBUTIONS. In: Seminar Nasional Bersama FMIPA Unila Tahun 2021, 8-9 September 2021, Bandar Lampung. (Unpublished)

Rizqiana, Annisa and Faisal, Mohammad Reza and Lumbanraja, Favorisen R (2021) Implementation protein sequence segmentation in AAC and DC as protein descriptors for improving a classification performance of acetylation prediction. In: The 3rd International Conference on Applied Sciences Mathematics and Informatics (ICASMI) 2020, 3-4 September 2020, Bandar Lampung.

Abapihi, Bahriddin and Mukhsar, M and Wibawa, Gusti Ngurah Adhi and Baharuddin, B and Lumbanraja, Favorisen R and Faisal, Mohammad Reza and Sani, Asrul (2021) Parameter estimation for high dimensional classification model on colon cancer microarray dataset. In: 2nd Workshop on Engineering, Education, Applied Sciences and Technology (WEAST) 2020 5 October 2020, Makassar, Indonesia, 5 October 2020, Makassar, Indonesia.

Irawati, Anie Rose and Kurniawan, Didik and Sakethi, Dwi and Lumbanraja, Favorisen R (2020) IT Model and Design for Village Government in compliance with the Smart Village Concept Case Study: Pekon Wonodadi). In: the 3rd International Conference on Applied Science, Mathematics and Information, 3-4 September 2020, FMIPA Unila. (Submitted)

Lumbanraja, Favorisen R and Sani, RM Sulaiman and Kurniawan, Didik and Irawati, Anie Rose (2019) IMPLEMENTASI METODE SUPPORT VECTOR MACHINE DALAM PREDIKSI PERSEBARAN DEMAM BERDARAH DI KOTA BANDAR LAMPUNG. In: Seminar Nasional Sains, Matematika, Informatika dan Aplikasinya (SNSMIAP 2019), 24 Oktober 2019, Bandar Lampung. (Submitted)

Lumbanraja, Favorisen R and Nurrahma, N and Heningtyas, Yunda and Andrian, Rico (2019) PENGENALAN RUMAH ADAT TRADISIONAL INDONESIA MENGGUNAKAN AUGMENTED REALITY. In: Seminar Nasional Sains, Matematika, Informatika dan Aplikasinya (SNSMIAP 2019), 24 Oktober 2019, Bandar Lampung. (Submitted)

Lumbanraja, Favorisen R and Silalahi, Ester Debora and Kurniawan, Didik and Syarif, Admi (2019) PREDIKSI ASETILASI PADA SEQUENCE PROTEIN MENGGUNAKAN SUPPORT VECTOR MACHINE. In: Seminar Nasional Sains, Matematika, Informatika dan Aplikasinya (SNSMIAP 2019), 24 Oktober 2019, Bandar Lampung. (Submitted)

Syarif, Admi and Wamiliana, Wamiliana and Lumbanraja, Favorisen R and Gen, Mitsuo (2019) Study on Genetic Algorithm (GA) Approaches for Solving Flow Shop Scheduling Problem (FSSP). In: The 5TH International Conference on Science, Technology and Interdisciplinary Research (IC-STAR) 2019, 23-25 September 2019, Bandar Lampung. (In Press)

Lumbanraja, Favorisen R and Aristoteles, Aristoteles PENGEMBANGAN E-COMMERSE TMENGGUNAKAN SISTEM DATABASE TERDISTRUBSI (STUDI KASUS: PENJUALAN DVD GAME TERDISTRIBUSI). In: Seminar Nasional Sains & Teknologi V, 19--20 November 2013, Bandar Lampung.

Patent

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

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

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

Program Komputer (2023) Perbandingan Pembelajaran Kesamaan Teks Menggunakan Deep Siamese Manhattan Antara Cosine Similarity Dan Word Mover’s Distance Pada Laporan Medikal. EC00202384422.

Program Komputer (2023) Deep Learning Dengan Model BIOWORDVEC Untuk Klasifikasi Laporan Medikal. EC00202372170.

Didik Kurniawan (2021) Modul Administrasi Penduduk Sistem Administrasi Pelayanan Desa (SIAP). 000280056.

Didik Kurniawan (2021) Modul Administrasi Umum Sistem Administrasi Pelayanan Desa (SIAP). 000280054.

SURAT PENCATATAN CIPTAAN (2021) Identifikasi Area Kanker Pada Mammografi Kanker Payudara Menggunakan Metode Expectation Maximization Gaussian Mixture Model. EC00202109207.

Didik Kurniawan (2020) Sistem Administrasi Pelayanan Desa (SIAP). 000212596.

Depkumham (2020) Aplikasi Pendugaan Erosi Di Daerah Aliran Sungai (DAS) Menggunakan Metode Sediment Delivery Ratio (SDR) Berbasis Android. EC00202001635.

Hak Cipta Program Komputer (2020) Aplikasi Android ARRA (Augmented Reality Rumah Adat). EC00202002510.

Kurnia Muludi (2020) SURAT PENCATATAN CIPTAAN dan dokumentasi program : Aplikasi Pendugaan Erosi Di Daerah Aliran Sungai (DAS) Menggunakan Metode Sediment Delivery Ratio (SDR) Berbasis Android. EC00202001635,.

Tristiyanto, Dwi Sakethi, dkk (2019) Aplikasi Simpan Pinjam Multi Koperasi Sakaguru.net. EC00201979140.

LPPM Universitas Lampung (2019) Sistem Informasi Pelaporan Pelaksanaan KKN Dan Profil Desa Berbasis Web. EC00202001082.

Other

Aristoteles, Aristoteles and Syarif, Admi and Sutyarso, Sutyarso and Lumbanraja, Favorisen R and Hidayatullah, Arbi (2022) Similarity Check Result : Identification of Human Sperm based on Morphology Using the You Only Look Once Version 4 Algorithm. The Science and Information (SAI) Organization.