Melina, S.Si., M.Si.

Tenaga Pengajar
Pendidikan

Penelitian

49

PENELITIAN

246

TOTAL SITASI

Judul Citation Tahun
A Conceptual Model of Investment-Risk Prediction in the Stock Market Using Extreme Value Theory with Machine Learning: A Semisystematic Literature Review,

Melina, Sukono, H Napitupulu, N Mohamed

Risks 11 (3), 60, 2023
51 2023
Artificial Neural Network-Based Machine Learning Approach to Stock Market Prediction Model on the Indonesia Stock Exchange During the COVID-19.,

M Melina, Sukono, H Napitupulu, A Sambas, A Murniati, ...

Engineering Letters 30 (3), 2022
33 2022
Design and Implementation of Multi Knowledge Base Expert System Using the SQL Inference Mechanism for Herbal Medicine,

EK Putra, W Witanti, VA Kusumaningtyas

Journal of Physics: Conference Series 1477 (2), 022007, 2020
20 2020
Klasifikasi Data Kesehatan Mental di Industri Teknologi Menggunakan Algoritma Random Forest,

ERB Sebayang, YH Chrisnanto, M Melina

IJESPG (International Journal of Engineering, Economic, Social Politic and …, 2023
17 2023
Comparative analysis of time series forecasting models using ARIMA and neural network autoregression methods,

M Melina, S Sukono, H Napitupulu, N Mohamed, YH Chrisnanto, ...

BAREKENG: Jurnal Ilmu Matematika dan Terapan 18 (4), 2563-2576, 2024
11 2024
Chatbot Informasi Penerimaan Mahasiswa Baru Menggunakan Metode FastText dan LSTM,

FY Fiddin, A Komarudin, M Melina

Journal of Applied Computer Science and Technology 5 (1), 33-39, 2024
11 2024
A cytotoxic flavanone from the pod peels of theprosia vogelii hook. f,

VA Kusumaningtyas, NS Hardianti, M Melina, LD Juliawaty, YM Syah

J. Kim. Val 6 (2), 140-145, 2020
10 2020
The effect of LED light radiation on photosynthesis process using ingenhousz experiment,

A Rizaludin, M Melina, VA Kusumaningtyas

Jurnal Kartika Kimia 3 (2), 77-80, 2020
10 2020
Effect of light and temperature based on the photosynthetic characteristics of Ceratophyllum demersum as a phytoremediation agent,

D Lupitasari, M Melina, VA Kusumaningtyas

Jurnal Kartika Kimia 3 (1), 33-38, 2020
9 2020
Moluskisida Kombinasi Mikroenkapsulasi Daun Kacang Babi, Daun Serai Wangi, dan Kitosan sebagai Pembasmi Keong Mas pada Tanaman Padi,

VA Kusumaningtyas, T Setiawati, LD Juliawaty, YM Syah, M Melina, ...

Jurnal Sains Dan Kesehatan 2 (4), 282-290, 2020
9 2020
Modeling of Machine Learning-Based Extreme Value Theory in Stock Investment Risk Prediction: A Systematic Literature Review,

M Melina, Sukono, H Napitupulu, N Mohamed

Big Data 13 (3), 161-180, 2025
8 2025
Klasifikasi Penyakit Diabetes Menggunakan Algoritma Categorical Boosting Dengan Faktor Risiko Diabetes,

NL Sabili, FR Umbara, M Melina

JATI (Jurnal Mahasiswa Teknik Informatika) 8 (6), 11391-11398, 2024
6 2024
Comparative analysis of k-means and k-medoids clustering in retail store product grouping,

SG Muthmainah, AI Hadiana, M Melina

International Journal of Quantitative Research and Modeling 5 (3), 280-294, 2024
6 2024
Tephrosin and obovatachalcone with antibacterial activity from Tephrosia vogelii Hook.f,

VA Kusumaningtyas, U Supratman, PTP Aryanti, M Melina, LD Juliawaty

Natural Product Research, 1-6, 2024
5 2024
Utilization of Tephrosia vogelii in post-mining land reclamation,

VA Kusumaningtyas, A Murniati, S Budiman, A Hardian, H Ruhaniyah, ...

IOP Conference Series: Earth and Environmental Science 882 (1), 012067, 2021
5 2021
Verifikasi Tanda Tangan Elektronik dengan Teknik Otentikasi Berbasis Kriptografi Kunci Publik Sistem Menggunakan Algoritma Kriptografi Rivest-Shamir-Adleman,

M Melina, F Sukono, H Napitupulu, VA Kusumaningtyas

Jurnal Matematika Integratif 18 (1), 27-39, 2022
4 2022
IoT-based Disaster management: a case of technological mitigation in Indonesia,

AI Hadiana, Melina, F Renaldi, AT Bon

4 2020
Investment risk forecasting model using extreme value theory approach combined with machine learning,

M Melina, HN Sukono, N Mohamed

AIMS Math 9 (11), 33314-33352, 2024
3 2024
Klasifikasi telemarketing menggunakan Naïve Bayes classification dan wrapper sequential feature selection,

MF Eina, YH Chrisnanto, M Melina

INTECOMS: Journal of Information Technology and Computer Science 7 (4), 1189 …, 2024
3 2024
Klasifikasi Tingkat Stres Saat Tidur Menggunakan Algoritma Random Forest,

DF Astari, YH Chrisnanto, M Melina

JATI (Jurnal Mahasiswa Teknik Informatika) 7 (5), 3676-3684, 2023
3 2023
Pengaruh Penyinaran Lampu LED Terhadap Proses Fotosintesis Menggunakan Percobaan Ingenhousz The Effect Of LED Light Radiation On Photosynthesis Process Using Ingenhousz Experiment,

A Rizaludin, M Melina, VA Kusumaningtyas

Jurnal Kartika Kimia 3 (2), 77-80, 2020
3 2020
Digital signature authentication using Rivest-Shamir-Adleman cryptographic algorithm,

M Melina, AI Hadiana, EK Putra, S Sukono, H Napitupulu, A Murniati, ...

AIP Conference Proceedings 2867 (1), 020011, 2024
2 2024
Web-based information system the offices bureau of student affairs with database modeling and design,

M Melina, EK Putra, AI Hadiana, VA Kusumaningtyas

AIP Conference Proceedings 2510 (1), 030002, 2023
2 2023
The potency of Cassia siamea as phytostabilization in post-mining land reclamation,

VA Kusumaningtyas, HN Azizah, A Murniati, S Budiman, H Sujono, ...

IOP Conference Series: Earth and Environmental Science 882 (1), 012072, 2021
2 2021
Tinjauan Mengenai Potensi Information Technology Infrastructure Library (ITIL) pada Model Layanan Teknologi Informasi di Usaha Kecil Mikro dan Menengah (UMKM),

AI Hadiana, EK Putra, M Melina

Informatics and Digital Expert (INDEX) 2 (2), 2020
2 2020
Pembangunan Sistem Informasi Eksekutif Pada Dinas Pendidikan Kabupaten Purwakarta,

R Muhammad, W Witanti, M Melina

Seminar Nasional Teknologi Informasi 2, 311-316, 2019
2 2019
PREDIKSI PERGERAKAN HARGA EMAS MENGGUNAKAN METODE GENETIC SUPPORT VECTOR REGRESSION,

AM Hadi, W Witanti, M Melina

Jurnal Informatika Teknologi Dan Sains (Jinteks) 6 (3), 486-496, 2024
1 2024
Melina,“PENANGANAN OUTLIER PADA METODE ALGORITMA K-NEAREST NEIGHBORS (KNN) DENGAN METODE KERNEL DENSITY ESTIMATION PADA KASUS PENYAKIT DIABETES HANDLING OUTLIERS IN THE K …,

A Razaki, YH Chrisnanto

Journal of Information Technology and Computer Science (INTECOMS) 7 (4), 1177, 2024
1 2024
Dracoelastogel functional modification on gel sheet using resin Jernang (Daemonorops draco),

VA Kusumaningtyas, HN Azizah, H Hajanita, M Utami, RL Melani, ...

AIP Conference Proceedings 2510 (1), 040032, 2023
1 2023
Sistem Pendukung Keputusan Penentuan Area Pembayaran Pajak Menggunakan Simple Additive Weighting (SAW) di Kota Cimahi,

S Aranda, W Witanti, M Melina

Prosiding Seminar Riset Mahasiswa 1 (1), 331-337, 2023
1 2023
PROTOTIPE PENENTU SUDUT ELEVASI LENGAN MERIAM SECARA NIRKABEL MENGGUNAKAN MOTOR LANGKAH BERBASIS MIKROKONTROLER PROTOTYPE OF ELEVATION ANGLE SET WIRELESS ARM USING …,

E Rosdiana, RA Salam, RF Iskandar, D Darmawan, A Marjan, OE Siregar, ...

INTECOMS J. Inf. Technol. Comput. Sci 4 (1), 2021
1 2021
Ekstraksi Informasi dari Artikel Berita Agromaritim di Indonesia Menggunakan Teknik Named Entity Recognition (NER),

AF Suhendar, W Witanti

TEMATIK 12 (1), 81-87, 2025
2025
CRYPTOCURRENCY TIME SERIES FORECASTING MODEL USING GRU ALGORITHM BASED ON MACHINE LEARNING,

M Melina, S Sukono, H Napitupulu, N Mohamed, YH Chrisnanto, ...

BAREKENG: Jurnal Ilmu Matematika dan Terapan 19 (2), 1317-1328, 2025
2025
Peramalan Harga Cabai Rawit Merah Menggunakan Attention Mechanism Berbasis Long Short-Term Memory,

W Witanti, SA Anggara, M Melina

Journal of Applied Computer Science and Technology 5 (2), 128-135, 2024
2024
Prediksi Produksi Propolis Di Jawa Barat Menggunakan Algoritma Fuzzy Mamdhani,

FA Firdaus, AI Hadiana, M Melina

Seminar Nasional Penelitian (SEMNAS CORISINDO 2024), 353-359, 2024
2024
Keamanan Email Client Menggunakan Hash-Based Message Authentication Code dan Pretty Good Privacy,

AN Oktaviani, AI Hadiana, M Melina

Seminar Nasional Penelitian (SEMNAS CORISINDO 2024), 367-372, 2024
2024
Securing Network Log Data Using Advance Encryption Standard Algorithm And Twofish With Common Event Format,

MDA Ali, AI Hadiana, M Melina

International Journal of Quantitative Research and Modeling 5 (3), 341-353, 2024
2024
Enhancing Email Client Security with HMAC and PGP Integration to Mitigate Cyberattack Risks,

AN Oktaviani, AI Hadiana, M Melina

International Journal of Quantitative Research and Modeling 5 (3), 311-317, 2024
2024
Teknik Pengamanan Data Menggunakan Algoritma Advance Encryption Standard Dengan Common Event Format Untuk Meningkatkan Keamanan Log Jaringan,

MD Azhari, AI Hadiana, M Melina

INTECOMS: Journal of Information Technology and Computer Science 7 (4), 1167 …, 2024
2024
SEMANTIC CLASSIFICATION OF SENTENCES USING SMOTE AND BILSTM,

I TANJUNG, R ILYAS, M MELINA

INTERNATIONAL JOURNAL 5 (3), 295-306, 2024
2024
Question Bank Security Using Rivest Shamir Adleman Algorithm And Advanced Encryption Standard,

AI Hadiana, T Monica

Jurnal Informatika dan Komputer (JIKO), 2024
2024
KLASIFIKASI PENYAKIT STROKE MENGGUNAKAN METODE NAïVE BAYES CLASSIFICATION DAN CHI-SQUARE FEATURE SELECTION,

BB SIHOTANG, CYU HERRY, M MELINA

VOTETEKNIKA Учредители: Universitas Negeri Padang 12 (3), 292, 2024
2024
PERAMALAN NILAI TUKAR MATA UANG MENGGUNAKAN METODE NONLINEAR AUTOREGRESSIVE EXOGENOUS NEURAL NETWORK,

C JAMALUDIN, W WITANTI, M MELINA

VOTETEKNIKA Учредители: Universitas Negeri Padang 12 (3), 260, 2024
2024
The potency of Cassia siamea as phytostabilization in postmining land reclamation,

A Hardian, H Sujono, S Budiman, A Murniati, VA Kusumaningtyas, ...

IOP Publishing, 2021
2021
PROTOTIPE PENENTU SUDUT ELEVASI LENGAN MERIAM SECARA NIRKABEL MENGGUNAKAN MOTOR LANGKAH BERBASIS MIKROKONTROLER,

VA Kusumaningtyas, M Melina, E Rosdiana, RA Salam, RF Iskandar, ...

Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan …, 2021
2021
Effect of Light and Temperature Based on the Photosynthetic Characteristics of Ceratophyllum of Ceratophyllum demersum as a Phytoremediation Agent,

VA Kusumaningtyas, M Melina, D Lupitasari

Kimia-FSI Unjani, 2020
2020
Design and Implementation of Multi Knowledge Base Expert System Using the SQL Inference Mechanism for Herbal Medicine,

Melina, EK Putra, W Witanti, Sukrido, VA Kusumaningtyas

Journal of Physics: Conference Series 1477, 022007, 2020
2020
The Rainbow Connection Number Of Spectrum Graph,

Melina, ANM Salman

The 8th Annual Basic Science International Conference 2018 8 (Universitas …, 2018
2018
Perancangan Sistem Pakar Berbasis Database Untuk Konsultasi Penyakit Dengan Metode Knowledge Representation,

Melina, EK Putra, VA Kusumaningtyas, W Witanti

SESINDO 2018 2018, 2018
2018