Dr. Hairani, M.Eng.

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Research profile with citations, yearly trend, article performance and author insights

Universitas Bumigora Indonesia

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DataCiteX Author Profile

Dr. Hairani, M.Eng.

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Last Synced 09 Jun 2026, 10:31 PM

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Author Impact Score

Custom 3-year author impact calculator based on citations and indexed documents.

21.29

Author impact score

1,086 Citations 2024 - 2026

51 Documents 2024 - 2026

Total Citations

1,553

Scholar + author-added

H-Index

24

research impact

I10-Index

37

quality score

Articles Found

100

merged research works

Top Performing Year

2025

555 citations

Tier

T3

CiteScore rank tier

Author CiteScore

21.29

Upward trend

Avg Citations / Year

191.38

yearly average

Citations / Article

15.53

impact efficiency

Citation Trend

170

Declining trend

Most Cited Article

Sistem Pendukung Keputusan: Teori & Imp...

128 citations

Smart Insight Box

Auto Summary

Top citation year was 2025 with 555 citations. Average citations per year stand at 191.38. Each indexed article contributes around 15.53 citations on average. Latest Author Impact Score for 2026 is 21.29, indicating a upward trend. Current H-index is 24 and I10-index is 37. Most cited article currently has 128 citations. Recent yearly citation pattern indicates a declining trend.

Author Impact Score Trend

6 Years

Most Cited

128 Citations

Year: 2024

Sistem Pendukung Keputusan: Teori & Implementasi

H Hairani

Yearly Citations

Author year-wise citation data

Year	Citations
2026	170
2025	555
2024	361
2023	226
2022	128
2021	57
2020	30
2019	4

Yearly Citations Chart

Author citation trend

8 Years

Year-wise Citation Share

Citation percentage by year

Top Research Articles

Showing 20 articles per page

100 Articles Page 1 of 5

#	Article Details	Year
1	Sistem Pendukung Keputusan: Teori & Implementasi Google Scholar 👨‍🔬 H Hairani	2024
2	Improvement Performance of the Random Forest Method on Unbalanced Diabetes Data Classification Using Smote-Tomek Link Google Scholar 👨‍🔬 H Hairani, A Anggrawan, D Priyanto 📚 JOIV: International Journal on Informatics Visualization 7 (1), 2023	2023
3	Addressing Class Imbalance of Health Data: A Systematic Literature Review on Modified Synthetic Minority Oversampling Technique (SMOTE) Strategies Google Scholar 👨‍🔬 H Hairani, T Widiyaningtyas, DD Prasetya 📚 JOIV: International Journal on Informatics Visualization 8 (3), 1310-1318, 2024	2024
4	DATA MINING MENGGUNAKAN RAPIDMINER DAN PYTHON Google Scholar 👨‍🔬 H Hairani	2024
5	K-means-SMOTE for handling class imbalance in the classification of diabetes with C4. 5, SVM, and naive Bayes Google Scholar 👨‍🔬 H Hairani, KE Saputro, S Fadli 📚 J. Teknol. dan Sist. Komput 8 (2), 89-93, 2023	2023
6	Data Mining: Teori dan Implementasi Google Scholar 👨‍🔬 H Hairani	2024
7	Pelatihan Pengenalan Data Science untuk Meningkatkan Kemampuan dalam Pengolahan Data Google Scholar 👨‍🔬 H Hairani, AZ Amrullah 📚 Jurnal Abdidas 1 (3), 95-99, 2023	2023
8	A new approach of hybrid sampling SMOTE and ENN to the accuracy of machine learning methods on unbalanced diabetes disease data Google Scholar 👨‍🔬 H Hairani, D Priyanto 📚 International Journal of Advanced Computer Science and Applications 14 (8), 2023	2023
9	Prediksi Penjualan Produk Unilever Menggunakan Metode Regresi Linear Google Scholar 👨‍🔬 A Anggrawan, H Hairani, N Azmi 📚 Jurnal Bumigora Information Technology (BITe) 4 (2), 123-132, 2022	2022
10	Kombinasi Metode AHP dan TOPSIS untuk Rekomendasi Penerima Beasiswa SMK Berbasis Sistem Pendukung Keputusan Google Scholar 👨‍🔬 MR Ridho, H Hairani, K Abd Latif, R Hammad 📚 Jurnal Tekno Kompak 15 (1), 26-39, 2023	2023
11	Improving SVM classification performance on unbalanced student graduation time data using SMOTE Google Scholar 👨‍🔬 A Anggrawan, H Hairani, C Satria 📚 International Journal of Information and Education Technology 13 (2), 289-295, 2023	2023
12	Metode klasifikasi data mining dan teknik sampling SMOTE menangani class imbalance untuk segmentasi customer pada industri perbankan Google Scholar 👨‍🔬 H Hairani, NA Setiawan, TB Adji 📚 Prosiding Sains Nasional dan Teknologi 1 (1), 2016	2016
13	K-means-SMOTE untuk menangani ketidakseimbangan kelas dalam klasifikasi penyakit diabetes dengan C4. 5, SVM, dan naive Bayes Google Scholar 👨‍🔬 H Hairani, KE Saputro, S Fadli 📚 Jurnal Teknologi dan Sistem Komputer 8 (2), 89-93, 2023	2023
14	The abstract of thesis classifier by using naive Bayes method Google Scholar 👨‍🔬 H Hairani, A Anggrawan, AI Wathan, K Abd Latif, K Marzuki, M Zulfikri 📚 2021 international conference on software engineering & computer systems and …, 2021	2021
15	Metode Dempster-Shafer untuk Diagnosis Dini Jenis Penyakit Gangguan Jiwa Skizofrenia Berbasis Sistem Pakar Google Scholar 👨‍🔬 H Hairani, K Kurniawan, K Abd Latif, M Innuddin 📚 Sistemasi: Jurnal Sistem Informasi 10 (2), 280-289, 2021	2021
16	SOSIALISASI INTERNET SEHAT, CERDAS, KREATIF DAN PRODUKTIF PADA MASYARAKAT KALIJAGA BARU Google Scholar 👨‍🔬 H Hairani, M Innuddin, DF Rachman 📚 Valid Jurnal Pengabdian 1 (3), 1-10, 2023	2023
17	Segmentasi Lokasi Promosi Penerimaan Mahasiswa Baru Menggunakan Metode RFM dan K-Means Google Scholar 👨‍🔬 D Susilowati, H Hairani, IP Lestari, K Marzuki, LZA Mardedi 📚 Matrik : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer 21 (2 …, 2023	2023
18	Perancangan Sistem Pakar Diagnosis Penyakit Rematik Menggunakan Inferensi Forward Chaining Berbasis Prolog Google Scholar 👨‍🔬 H Hairani, MN Abdillah, M Innuddin 📚 InfoTekJar (Jurnal Nas. Inform. dan Teknol. Jaringan) 4 (1), 8-11, 2019	2019
19	Aplikasi Penentuan Penerima Beasiswa Menggunakan Algoritma C4. 5 Google Scholar 👨‍🔬 AS Suweleh, D Susilowati, H Hairani 📚 Jurnal Bumigora Information Technology (BITe) 2 (1), 12-21, 2020	2020
20	Komparasi akurasi metode correlated naive Bayes classifier dan naive Bayes classifier untuk diagnosis penyakit diabetes Google Scholar 👨‍🔬 H Hairani, GS Nugraha, MN Abdillah, M Innuddin 📚 InfoTekJar: Jurnal Nasional Informatika Dan Teknologi Jaringan 3 (1), 6-11, 2018	2018
21	Graduation prediction system on students using c4. 5 algorithm Google Scholar 👨‍🔬 D Kurniawan, A Anggrawan, H Hairani 📚 MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer 19 (2 …, 2020	2020
22	Penanganan Ketidak Seimbangan Kelas Menggunakan Pendekatan Level Data Google Scholar 👨‍🔬 AS Suweleh, D Susilowaty, H Hairani, K Marzuki 📚 MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer 20 (1 …, 2020	2020
23	Aplikasi pemetaan kualitas pendidikan di Indonesia menggunakan metode k-means Google Scholar 👨‍🔬 GS Nugraha, H Hairani 📚 MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer 17 (2), 13-23, 2018	2018
24	Sistem Pakar Diagnosa Penyakit THT Menggunakan Inferensi Forward Chaining dan Metode Certainty Factor Google Scholar 👨‍🔬 B Dirgantara, H Hairani 📚 Jurnal Bumigora Information Technology (BITe) 3 (1), 1-8, 2021	2021
25	Pengenalan Computational thinking pada Madrasah Ibtidaiyah Nahdatul Wathan Marcapada Lombok Barat Google Scholar 👨‍🔬 KA Latif, R Hammad, A Muhid 📚 JPMB: Jurnal Pemberdayaan Masyarakat Berkarakter 4 (1), 33-40, 2021	2021
26	An Expert System for Diagnosis of Rheumatic Disease Types Using Forward Chaining Inference and Certainty Factor Method Google Scholar 👨‍🔬 H Hairani, MN Abdillah, M Innuddin 📚 2019 International Conference on Sustainable Information Engineering and …, 2019	2019
27	Correlation-based feature selection and Smote-Tomek Link to improve the performance of machine learning methods on cancer disease prediction Google Scholar 👨‍🔬 LGR Putra, H Hairani, K Marzuki 📚 Engineering and Applied Science Research (EASR) 50 (6), 577–583, 2023	2023
28	Augmented Rice Plant Disease Detection with Convolutional Neural Networks Google Scholar 👨‍🔬 H Hairani, T Widiyaningtyas 📚 Intensif 8 (1), 28, 2024	2024
29	Diagnosing Learning Disorders in Children: A Comparison of Certainty Factor and Dempster-Shafer Methods Google Scholar 👨‍🔬 A Anggrawan, H Hairani, C Satria, AD Dayani 📚 International Journal of Information and Education Technology 13 (9), 1422-1429, 2023	2023
30	Sentiment Analysis and Topic Modeling of Kitabisa Applications using Support Vector Machine (SVM) and Smote-Tomek Links Methods Google Scholar 👨‍🔬 IN Switrayana, D Ashadi, H Hairani, A Aminuddin 📚 International Journal of Engineering and Computer Science Applications …, 2023	2023
31	Addressing Imbalance in Health Datasets: A New Method NR-Clustering SMOTE and Distance Metric Modification Google Scholar 👨‍🔬 H Hairani, T Widiyaningtyas, DD Prasetya, A Aminuddin 📚 Computers, Materials & Continua 82 (2), 2923-2949, 2025	2025
32	Deteksi dan Estimasi Kecepatan Kendaraan dalam Sistem Pengawasan Lalu Lintas Menggunakan Pengolahan Citra Google Scholar 👨‍🔬 M Zulfikri, KA Latif, H Hairani, A Ahmad, R Hammad, M Syahrir 📚 Techno. Com 20 (3), 455-467, 2021	2021
33	Accuracy enhancement of correlated naive bayes method by using correlation feature selection (CFS) for health data classification Google Scholar 👨‍🔬 H Hairani, M Innuddin, M Rahardi 📚 2020 3rd International Conference on Information and Communications …, 2020	2020
34	Implementation of combined steganography and cryptography vigenere cipher, caesar cipher and converting periodic tables for securing secret message Google Scholar 👨‍🔬 R Hammad, KA Latif, AZ Amrullah, A Subki, P Irfan, M Zulfikri, M Innuddin, ... 📚 Journal of Physics: Conference Series 2279 (1), 012006, 2022	2022
35	Optimizing mushroom classification through machine learning and hyperparameter tuning Google Scholar 👨‍🔬 HM Khasanah, A Aminuddin, FF Abdulloh, M Rahardi, H Hairani, ... 📚 Engineering and Applied Science Research 51 (5), 651-660, 2024	2024
36	Combination of Smote and Random Forest Methods for Lung Cancer Classification Google Scholar 👨‍🔬 CM Lauw, H Hairani, I Saifuddin, JX Guterres, MM Huda, M Mayadi 📚 International Journal of Engineering and Computer Science Applications …, 2023	2023
37	Peningkatan Kinerja Metode SVM Menggunakan Metode KNN Imputasi dan K-Means-Smote untuk Klasifikasi Kelulusan Mahasiswa Universitas Bumigora Google Scholar 👨‍🔬 H Hairani 📚 Jurnal Teknologi Informasi dan Ilmu Komputer 8 (4), 713-718, 2021	2021
38	Comparison of Machine Learning Methods for Classifying User Satisfaction Opinions of the PeduliLindungi Application Google Scholar 👨‍🔬 PT Putra, A Anggrawan, H Hairani 📚 MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer 22 (3 …, 2023	2023
39	Web-Based Application for Toddler Nutrition Classification Using C4. 5 Algorithm Google Scholar 👨‍🔬 H Hairani, L Nurhayati, M Innuddin 📚 International Journal of Engineering and Computer Science Applications …, 2022	2022
40	Pembelajaran Bahasa Inggris Sebagai Bahasa Asing Bagi Anak-Anak Usia Sekolah Google Scholar 👨‍🔬 D Aprianto, M Innuddin, INM Yasa, S Handayani, H Hairani 📚 JPMB: Jurnal Pemberdayaan Masyarakat Berkarakter 4 (1), 121-134, 2021	2021
41	Thesis Topic Modeling Study: Latent Dirichlet Allocation (LDA) and Machine Learning Approach Google Scholar 👨‍🔬 H Hairani, M Janhasmadja, A Tholib, JX Guterres, Y Ariyanto 📚 International Journal of Engineering and Computer Science Applications …, 2024	2024
42	Prediction of Electricity Usage with Back-propagation Neural Network Google Scholar 👨‍🔬 A Anggrawan, H Hairani, MA Candra 📚 International Journal of Engineering and Computer Science Applications …, 2022	2022
43	Performance Improvement of The Random Forest Method Based on Smote-Tomek Link on Lombok Tourism Analysis Sentiment Google Scholar 👨‍🔬 K Marzuki, LGR Putra, H Hairani, LZA Mardedi, JX Guterres 📚 Jurnal Bumigora Information Technology (BITe) 5 (2), 151-158, 2023	2023
44	Sosialisasi Internet Sehat, Cerdas, Kreatif dan Produktif di Era Pandemi COVID 19 pada MA NW Tanak Maik Masbagek Google Scholar 👨‍🔬 M Innuddin, DF Rahman, H Hairani, AS Anas, H Hasbullah 📚 ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat 2 (2), 179-186, 2022	2022
45	Pelatihan Implementasi Machine Learning pada Bidang Pendidikan Google Scholar 👨‍🔬 H Hairani 📚 ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat 2 (2), 305-310, 2022	2022
46	Kombinasi Metode Correlated Naive Bayes dan Metode Seleksi Fitur Wrapper untuk Klasifikasi Data Kesehatan Google Scholar 👨‍🔬 H Hairani, M Innuddin 📚 Jurnal Teknik Elektro 11 (2), 50-55, 2019	2019
47	A Modified SMOTE with Noise Filtering and Manhattan Distance Metric Approach to Address Imbalanced Health Datasets Google Scholar 👨‍🔬 T Widiyaningtyas, H Hairani, DD Prasetya, U Pujianto, W Caesarendra 📚 Engineering, Technology & Applied Science Research 15 (4), 25452-25459, 2025	2025
48	SMOTE Variants and Random Forest Method: A Comprehensive Approach to Breast Cancer Classification Google Scholar 👨‍🔬 BC Herawati, H Hairani, JX Guterres 📚 International Journal of Engineering Continuity (IJEC) 3 (1), 12-23, 2024	2024
49	Exploring Customer Purchasing Patterns: A Study Utilizing FP-Growth Algorithm on Supermarket Transaction Data Google Scholar 👨‍🔬 H Hairani, JX Guterres 📚 International Journal of Engineering and Computer Science Applications …, 2024	2024
50	OPTIMASI CHATBOT DALAM SISTEM PENGADUAN PELAYANAN PUBLIK BERBASIS ANDROID Google Scholar 👨‍🔬 A Tholib, M Andi, M Sukron, WJ Shudiq, H Hairani, JX Guterres 📚 Insand Comtech 10 (1), 15-21, 2025	2025
51	Optimization of Random Forest for Health Data Classification Using PCA and K-Means SMOTE-ENN Google Scholar 👨‍🔬 P Dadang, H Hairani, M Khairan, I Muhammad 📚 Engineering, Technology & Applied Science Research 15 (5), 27646-27652, 2025	2025
52	Feature Selection and Hybrid Sampling with Machine Learning Methods for Health Data Classification Google Scholar 👨‍🔬 H Hairani, T Widiyaningtyas, DD Prasetya 📚 Revue d'Intelligence Artificielle 38 (4), 1255, 2024	2024
53	Data Mining Earthquake Prediction with Multivariate Adaptive Regression Splines and Peak Ground Acceleration Google Scholar 👨‍🔬 D Priyanto, BK Triwijoyo, D Jollyta, H Hairani, NGA Dasriani 📚 MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer 22 (3 …, 2023	2023
54	A Hijaiyah Letters Sign Language Recognition Approach utilizing Deep Learning Google Scholar 👨‍🔬 D Priyanto, H Hairani 📚 Engineering, Technology & Applied Science Research 15 (3), 22452-22458, 2025	2025
55	Implementasi metode certainty factor untuk identifikasi jenis hama pada anggrek dendrobium berbasis sistem pakar Google Scholar 👨‍🔬 M Innuddin, H Hairani, IP Andika 📚 Sist. J. Sist. Inf 12 (2), 2023	2023
56	Electric Vehicle Sales-Prediction Application Using Backpropagation Algorithm Based on Web Google Scholar 👨‍🔬 R Ramadhanti, H Hairani, M Innuddin 📚 International Journal of Engineering and Computer Science Applications …, 2023	2023
57	Recommendations of Thesis Supervisor using the Cosine Similarity Method Google Scholar 👨‍🔬 H Hairani, M Mujahid 📚 Sistemasi: Jurnal Sistem Informasi 11 (3), 646-654, 2022	2022
58	Sosialisasi Peran Penggunaan Management Learning System sebagai Platform Pembelajaran Daring untuk Mendukung Pembelajaran Mandiri Google Scholar 👨‍🔬 D Aprianto, LZA Mardedi, S Sutarman, W Hendri, H Hairani, M Innuddin, ... 📚 ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat 5 (2), 489− 504, 2025	2025
59	Reducing Class Imbalance with Undersampling for Improvement of Classification Method in Liver Disease Classification Google Scholar 👨‍🔬 H Hairani, T Widiyaningtyas, DD Prasetya, I Saifudin, A Tholib 📚 2024 Beyond Technology Summit on Informatics International Conference (BTS …, 2025	2025
60	Analisis Kinerja Model Random Forest dengan Teknik Manhattan-SMOTE pada Deteksi Fraud Transaksi Kartu Kredit Imbalance Google Scholar 👨‍🔬 BN Nuzululnisa, H Hairani 📚 CORISINDO 2025 1, 65-71, 2025	2025
61	Pelatihan Komputer Dasar Dalam Rangka Meningkatkan Pemahaman Masyarakat Google Scholar 👨‍🔬 M Innuddin, H Hairani, DF Rachman, S Suriyati 📚 Jurnal Mengabdi dari Hati 1 (2), 61-68, 2022	2022
62	Two Distance Domination Numbers of Graphs Resulting from Amalgamation Operation of Combination of Path Graphs and Special Graphs Google Scholar 👨‍🔬 I Saifudin, T Widiyaningtyas, IAE Zaeni, A Nilogiri, H Hairani, A Tholib 📚 2024 Beyond Technology Summit on Informatics International Conference (BTS …, 2025	2025
63	Classification of Learning Styles of Junior High School Students Using Random Forest & XGBoost Algorithm Google Scholar 👨‍🔬 C Eirene, D Syafitri, N Sulistianingsih, K Hidjah, H Hairani 📚 Jurnal Bumigora Information Technology (BITe) 7 (1), 15-24, 2025	2025
64	Penerapan SMOTE dan Random Forest dalam Klasifikasi Tren Harga Saham Harian: Studi Kasus Saham PT Telkom Indonesia Tbk (TLKM) Google Scholar 👨‍🔬 MF Hadi, H Hairani, H Wijaya, H Vidiasari 📚 CORISINDO 2025 1, 79-83, 2025	2025
65	Optimalisasi Hybrid Sampling pada SVM dan Ensemble Learning untuk Prediksi Churn Google Scholar 👨‍🔬 H Wijaya, H Hairani, VH Vidiasari, FM Amin 📚 CORISINDO 2025 1, 15-22, 2025	2025
66	Penerapan Logistic Regression dan SMOTE untuk Memprediksi Atrisi Karyawan pada Imbalanced Data Google Scholar 👨‍🔬 VH Vidiasari, H Hairani, H Santoso, FM Amin 📚 CORISINDO 2025 1, 7-14, 2025	2025
67	Detection of Rice Diseases using Leaf Images with Visual Geometric Group (VGG-19) Architecture and Different Optimizers Google Scholar 👨‍🔬 LZA Mardedi, F Fahry, M Madani, H Hairani 📚 MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer 25 (1), 73-82, 2025	2025
68	Multi-class Classification of Obesity Levels Using Gradient Boosting, Random Forest, and C4.5 Google Scholar 👨‍🔬 H Hairani, T Widiyaningtyas, D Dwi Prasetya, GY Pratama, K Hidjah, ... 📚 2025 9th International Conference On Electrical, Electronics And Information …, 2025	2025
69	Aplikasi Pembelajaran Percakapan Bahasa Arab dan Inggris Berbasis Android Google Scholar 👨‍🔬 H Hairani, MZ Haris, M Arfa, M Innuddin 📚 Jurnal SASAK: Desain Visual dan Komunikasi 4 (1), 21-28, 2022	2022
70	Pelatihan Pembuatan Media Pembelajaran Bagi Guru MI NW Darussholohin Kalijaga dalam Rangka Meningkatkan Mutu Pembelajaran Google Scholar 👨‍🔬 M Innuddin, H Hairani, R Hammad, P Irfan, KA Latif 📚 ADMA: Jurnal Pengabdian Dan Pemberdayaan Masyarakat 1 (2), 135-142, 2021	2021
71	Implementasi Metode Certainty Factor pada Sistem Pakar Bimbingan Konseling Siswa Bermasalah Google Scholar 👨‍🔬 ZN Hadi, D Susilowati, H Hairani, M Innuddin 📚 Jurnal Bumigora Information Technology (BITe) 3 (2), 97-106, 2021	2021
72	Integrasi Metode Naive Bayes dengan K-Means dan K-Means-Smote untuk Klasifikasi Jurusan SMAN 3 Mataram Google Scholar 👨‍🔬 H Hairani, MR Hansyah, LZA Mardedi 📚 Jurnal Sistem dan Informatika (JSI) 15 (1), 8-12, 2020	2020
73	Buku Ajar Machine Learning Google Scholar 👨‍🔬 H Hairani	2026
74	Text Mining Untuk Analisis Sentimen: Pendekatan Konvensional hingga Aspect-Based Sentimen Analysis Google Scholar 👨‍🔬 H Hairani	2026
75	Pengembangan Game Pembelajaran Lagu Anak-Anak Untuk TK Mutiara Hati Mataram Menggunakan Smartphone Android Google Scholar 👨‍🔬 M Madani, MFC Rahman, M Rosanensi, M Mayadi, LZA Mardedi, ... 📚 ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat 6 (2), 149-158, 2026	2026
76	Sentiment Classification of Football Supporters Using NusaBERT Embeddings, BiLSTM, and BiGRU Methods Google Scholar 👨‍🔬 M Guntara, IGADG Kartika, H Hairani, LZA Mardedi 📚 International Journal of Engineering and Computer Science Applications …, 2026	2026
77	Application of RFM Model and K-Means Algorithm in Customer Loyalty Segmentation of Indonesian Regional Water Utility Company (PDAM) Google Scholar 👨‍🔬 H Hairani, R Wahyudi, GY Pratama, MK Ihsan 📚 International Journal of Engineering and Computer Science Applications …, 2026	2026
78	Benchmark of Machine Learning Classifiers for Mental Health Prediction in the Tech Sector Google Scholar 👨‍🔬 MY Amirulloh, A Aminuddin, H Hairani, MBA Miah, I Saifudin, NAA Bakar 📚 2026 International Seminar on Intelligent Business and Edge-Computing …, 2026	2026
79	K-Nearest Neighbor Performance Optimization for Multiclass Imbalance of Intrusion Detection Data Using SMOTE and Distance Variation-Based Parameter Tuning Google Scholar 👨‍🔬 H Hairani, CM Lauw, SF Utami, A Aminuddin, A Tholib 📚 Jurnal Resti 10 (3), 617 - 625, 2026	2026
80	ANALYSIS OF THE KALMAN FILTER METHOD ON A GYROSCOPE TO REDUCE NOISE TO IMPROVE RESPONSIBILITY IN A SHOOTING Google Scholar 👨‍🔬 D Widiatmoko, RPE Setiawan, H Hairani 📚 Jurnal Elkasista 6 (2), 2025	2025
81	Artificial Neural Networks (ANN) Google Scholar 👨‍🔬 H Hairani	2025
82	Combination Forward Chaining and Certainty Factor Methods for Selecting the Best Herbs to Support Independent Health Google Scholar 👨‍🔬 M Azwar, SW Sofya, R Malika, H Hairani, JX Guterres 📚 MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer 24 (2 …, 2025	2025
83	Expert System for Skin Disease Diagnosis Using the Best First Search Method and Fuzzy Tsukamoto Google Scholar 👨‍🔬 F Fahry, MA Adam, K Hidjah, M Azwar, H Hairani 📚 Journal of Electrical Engineering and Computer (JEECOM) 7 (1), 147-155, 2025	2025
84	PEMANFAATAN FREE ENERGY UNTUK PENGISIAN DAYA MENGGUNAKAN GENERATOR MAGNET DALAM OPERASI MILITER DI MEDAN TERPENCIL Google Scholar 👨‍🔬 RPE Setiawan, K Kasiyanto, H Hairani 📚 Jurnal Elkasista 6 (1), 1-7, 2025	2025
85	IMPLEMENTASI BILSTM UNTUK KELASIFIKASI SENTIMEN PADA KASUS PEMILIHAN UMUM 2024 Google Scholar 👨‍🔬 SA Qososy, H Hairani, R Hammad 📚 Insand Comtech : Information Science and Computer Technology Journal 10 (1 …, 2025	2025
86	Feature Extraction in Eye Images Using Convolutional Neural Network to Determine Cataract Disease Google Scholar 👨‍🔬 FR Ramdhani, K Hidjah, M Zulfikri, H Hairani, M Mayadi, NG ayu Dasriani, ... 📚 International Journal of Engineering and Computer Science Applications …, 2025	2025
87	Optimizing Sentiment Analysis for Lombok Tourism Using SMOTE and Chi-Square with Machine Learning Google Scholar 👨‍🔬 H Hairani, A Anggrawan, MR Akbar, K Hidjah, M Innuddin 📚 Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 9 (4), 706-713, 2025	2025
88	Perbandingan Kinerja Model ARIMA dan Jaringan Saraf Tiruan (ANN) dalam Memprediksi Jumlah Mahasiswa Baru Google Scholar 👨‍🔬 S Zuhri, H Hairani 📚 CORISINDO 2025 1, 337-345, 2025	2025
89	Improving Classification Performance on Imbalanced Stroke Datasets Using Oversampling Techniques Google Scholar 👨‍🔬 M Innuddin, H Hairani, MT Jauhari, LZA Mardedi 📚 Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi) 9 (5), 1193 - 1199, 2025	2025
90	MACHINE LEARNING OPTIMIZATION USING CORRELATION FEAUTER SELECTION AND SMOTE-ENN FOR EDUCATOR SENTIMENT: Indonesia Google Scholar 👨‍🔬 J Jupriadi, A Anggarawan, H Hairani 📚 Journal of Engineering, Technology and Computing (JETCom) 4 (3), 1-17, 2025	2025
91	Anemia Classification using Random Forest, SVM, and Naive Bayes Methods Google Scholar 👨‍🔬 H Hairani Hairani, A Anggrawan, A Ningsih, K Marzuki, LGR Putra, ... 📚 2025 9th International Conference On Electrical, Electronics And Information …, 2025	2025
92	Emotion Classification on Customer Reviews of Drinking Water Services Using IndoBERT and Machine Learning Algorithms Google Scholar 👨‍🔬 INY Sumadewa, A Anggrawan, H Hairani, IP Hariyadi, C Satria, ... 📚 https://ieeexplore.ieee.org/xpl/conhome/11295932/proceeding, 1-5, 2025	2025
93	Comparison Analysis of Machine Learning Algorithm Performance in Detecting Diabetes Disease Google Scholar 👨‍🔬 DSC Saputri, A Anggrawan, H Hairani, ENS Patty, C Satria, VC Rebecca 📚 https://ieeexplore.ieee.org/xpl/conhome/11295932/proceeding, 1-5, 2025	2025
94	A DESIGNING A SMART ROBOT SOLDIER AS A MONITORING AND NEGOTIATION MEDIUM BASED ON ARTIFICIAL INTELLIGENCE: DESIGNING A SMART ROBOT SOLDIER AS A MONITORING Google Scholar 👨‍🔬 D Widiatmoko, H Hairani 📚 Elektronika Sistem Senjata 5 (2), 7-15, 2024	2024
95	Pengantar Basis Data Google Scholar 👨‍🔬 H Hairani	2024
96	Enhancing Mental Illness Predictions: Analyzing Trends Using Multiple Linear Regression and Neural Network Backpropagation Google Scholar 👨‍🔬 R Riosatria, H Hairani, A Anggrawan, M Syahrir 📚 International Journal of Engineering and Computer Science Applications …, 2024	2024
97	A ANALISIS METODE KALMAN FILTER PADA GYROSCOPE UNTUK MENGURANGI NOISE GUNA MENINGKATKAN RESPONSIBILITAS DALAM SIMULATOR MENEMBAK: ELEKTRONIKA Google Scholar 👨‍🔬 D Widiatmoko, R Utomo, H Hairani 📚 Jurnal Elkasista 5 (2), 1-10, 2024	2024
98	Clustering Analysis of Umrah Pilgrim Data Based on the K-Medoid Method Google Scholar 👨‍🔬 DN Huda, A Anggrawan, H Hairani 📚 International Journal of Engineering and Computer Science Applications …, 2024	2024
99	Meningkatkan Kesadaran Masyarakat terhadap Lingkungan melalui Kegiatan Trash Festival and Art Exhibition Google Scholar 👨‍🔬 M Arfa, H Haryono, H Hairani, F Fatimatuzzahra, M Madani 📚 ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat 3 (2), 309-322, 2023	2023
100	Sosialisasi Gerakan Pandai Computational Thinking pada Mata Pelajaran Ilmu Pengetahuan Alam pada Madrasah Tsanawiyah Pondok Pesantren Ittihadul Ikhlas Google Scholar 👨‍🔬 I Ismarmiaty, K Agustin, H Hairani, S Hadi, MN Abdillah, I Indriani, ... 📚 JPMB: Jurnal Pemberdayaan Masyarakat Berkarakter 3 (2), 173-184, 2020	2020

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Dr. Hairani, M.Eng.

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100

2025

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21.29

191.38

15.53

170

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