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AI for Health

Dalam diagnosis, sistem AI dapat menganalisis data medis seperti gambar radiologi dan hasil tes laboratorium dengan tingkat akurasi yang tinggi, membantu tenaga medis dalam mengidentifikasi penyakit dengan lebih cepat dan tepat. Selain itu, AI digunakan untuk meramalkan potensi penyakit dan risiko kesehatan dengan menganalisis besar data pasien. Dalam perawatan, teknologi ini mendukung pengembangan terapi personalisasi berdasarkan data genetik dan klinis, memungkinkan pendekatan yang lebih tepat dan efektif. Sistem manajemen data kesehatan yang berbasis AI dapat membantu mengelola informasi pasien, memfasilitasi penelitian medis, dan meningkatkan efisiensi administrasi rumah sakit.

Member AI for Health

Nama: JUNTA ZENIARJA, M.Kom

Jabatan:

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Nama: PURWANTO, S.Si, M.Kom, Ph.D

Jabatan:

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Nama: Dr. PUJIONO, S.Si., M.Kom

Jabatan:

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Nama: Dr. MULJONO, S.Si, M.Kom

Jabatan:

Link UDINUS

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Nama: Dr. CATUR SUPRIYANTO, S. Kom, M.CS

Jabatan:

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Nama: ABU SALAM, M.Kom

Jabatan:

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Nama: ERWIN YUDI HIDAYAT, S.Kom, M.CS

Jabatan:

Link UDINUS

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Nama: SLAMET SUDARYANTO N., ST, M.Kom

Jabatan:

Link UDINUS

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Nama: MY. TEGUH SULISTYONO, M.Kom

Jabatan:

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Nama: IKA NOVITA DEWI, MCS

Jabatan:

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Nama: WELLIA SHINTA SARI, M.Kom

Jabatan:

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Nama: AMIQ FAHMI, S. Kom., M.Kom.

Jabatan:

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Nama: ARDYTHA LUTHFIARTA, M.Kom

Jabatan:

Link UDINUS

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Nama: EDY MULYANTO, SSi, M.Kom

Jabatan:

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Nama: YANI PARTI ASTUTI, S.Si, M.Kom

Jabatan:

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Nama: DEFRI KURNIAWAN, M.Kom

Jabatan:

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Nama: EGIA ROSI SUBHIYAKTO, M.Kom

Jabatan:

Link UDINUS

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Nama: SINDHU RAKASIWI, M.Kom

Jabatan:

Link UDINUS

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Nama: WILDAN MAHMUD, S.Kom., M.MT

Jabatan:

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Research Grant

AI for Health

Sindhu Rakasiwi, M.Kom

Penggunaan Ensemble Learning untuk Kasus Imbalanced ECG (Elektrokardiogram) Heartbeat Dataset

Abu Salam, M.Kom

Optimasi Hyperparameter untuk Meningkatkan Akurasi Deteksi Kanker Payudara dengan Convolutional Neural Network (CNN)

Ardytha Luthfiarta, M.Kom

Pengembangan Model Deep Learning Untuk Klasifikasi Citra Sub Kanker Kelenjar Getah Bening Non Hodgkin

Junta Zeniarja, M.Kom

Penggunaan Chatbot AI Berbasis Deep Learning Dalam Mendukung Kesehatan Mental Dan Kesejahteraan Psikologis

Yani Parti Astuti, S.Si, M.Kom

Optimasi Prediksi Penyakit Jantung dengan Deep Learning Berdasarkan Data Kesehatan Masyarakat

List Publication

 

2024

  1. Comparison of Hyperparameter Optimization Techniques in Hybrid CNN-LSTM Model for Heart Disease Classification. Sinkron: jurnal dan penelitian teknik informatika 9 (1), 455-465
  2. GridSearch and Data Splitting for Effectiveness Heart Disease Classification. Sinkron: jurnal dan penelitian teknik informatika 9 (1), 317-331
  3. Heart Disease Classification Using Deep Neural Network with SMOTE Technique for Balancing Data. Advance Sustainable Science, Engineering and Technology (ASSET) 6 (1), 0240108

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2023

  1. Perancangan Aplikasi Kamus Istilah Jawa Berbasis Android sebagai Upaya Pelestarian Budaya Jawa. ANDHARUPA: Jurnal Desain Komunikasi Visual & Multimedia 9 (4), 553-564
  2. Two-Stage Input-Space Image Augmentation and Interpretable Technique for Accurate and Explainable Skin Cancer Diagnosis. Computation 11 (12), 246
  3. Performance Evaluation of Oversampling Methods on Deep Learning-Based Skin Cancer Classification. 2023 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  4. IMPLEMENTATION OF THE RANDOM FOREST ALGORITHM IN CLASSIFYING THE ACCURACY OF GRADUATION TIME FOR COMPUTER ENGINEERING STUDENTS AT DIAN NUSWANTORO UNIVERSITY. Jurnal Teknik Informatika (Jutif) 4 (3), 565-572
  5. PERFORMANCE OF K-MEANS CLUSTERING AND KNN CLASSIFIER IN FISH FEED SELLER DETERMINATION MODELS. Jurnal Teknik Informatika (Jutif) 4 (3), 485-491
  6. HYBRIDIZATION OF THE NAIVE BAYES CLASSIFICATION METHOD IN THE FRESHWATER FISH SEED SELLER CLASSIFICATION MODEL. Jurnal Teknik Informatika (Jutif) 4 (2), 421-427
  7. DECISION TREE SIMPLIFICATION THROUGH FEATURE SELECTION APPROACH IN SELECTING FISH FEED SELLERS. Jurnal Teknik Informatika (Jutif) 4 (2), 301-309
  8. Pengenalan Objek Kendaraan Bermotor Berbasis Framework YOLO Dengan Metode Convolutional Neural Network. Jurnal VOI (Voice Of Informatics) 12 (1), 87-96
  9. Perancangan Aplikasi Kamus Istilah Jawa Berbasis Android sebagai Upaya Pelestarian Budaya Jawa. ANDHARUPA: Jurnal Desain Komunikasi Visual & Multimedia 9 (4), 553-564
  10. Introduction of Computational Thinking Models in the Independent Curriculum Through Scratch Games for Teachers at Gaussian Kamil School Semarang. JATI EMAS (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat) 8 (1), 9-14
  11. Algoritma Naive Bayes Untuk Memprediksi Bimbingan Konseling Siswa Sekolah Menengah Kejuruan. Smart Comp: Jurnalnya Orang Pintar Komputer 12 (3), 723-731
  12. Pergerakan Non-Playable Character dalam Game Stealth Menggunakan Finite State Machine. EXPERT: Jurnal Manajemen Sistem Informasi dan Teknologi 13 (1), 01-06
  13. Comparison of String Similarity Algorithm in post-processing OCR. Journal of Applied Intelligent System 8 (1), 25-32
  14. Sagada : sistem informasi manajemen gender dan anak untuk biro pemberdayaan perempuan pemerintah daerah.
  15. E-finance : sistem informasi manajemen penjualan, pembelian, gudang, dan akuntansi keuangan terpadu berbasis web untuk perusahaan holding company
  16. Simretribusi : sistem informasi manajemen retribusi kebersihan untuk dinas kebersihan
  17. Simdes : sistem informasi manajemen administrasi dan keuangan desa
  18. Simaset : sistem informasi manajemen aset daerah
  19. Two-Stage Input-Space Image Augmentation and Interpretable Technique for Accurate and Explainable Skin Cancer Diagnosis. Computation 11 (12), 246
  20. Rainfall Prediction using Neural Network Model with Autocorrelation Function and Correlation Analysis. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  21. Performance Evaluation of Oversampling Methods on Deep Learning-Based Skin Cancer Classification. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  22. Time-Scale Modification Phase Vocoder for Accent Recognition. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  23. Performance Improvement of Random Forest Algorithm for Malware Detection on Imbalanced Dataset using Random Under-Sampling Method. Jurnal Informatika: Jurnal Pengembangan IT 8 (2), 113-118
  24. Menavigasi Dunia Digital dengan Meningkatkan Literasi Office, TI, dan Internet di Kalangan Siswa-Siswi Pondok Pesantren Raudhatul Qur’an. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (2), 628-634
  25. Adopting Machine Learning in Demographic Filtering for Movie Recommendation System. Journal of Soft Computing and Data Mining 4 (1), 1-12
  26. Deteksi Malware menggunakan Metode Stacking berbasis Ensemble. Jurnal Informatika: Jurnal Pengembangan IT 8 (1), 11-16
  27. Two-Stage Input-Space Image Augmentation and Interpretable Technique for Accurate and Explainable Skin Cancer Diagnosis. Computation 11 (12), 246
  28. Performance Evaluation of Oversampling Methods on Deep Learning-Based Skin Cancer Classification. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  29. STB Sentiment Analysis Classification Multiclass Modeling Using Calibrated Classifier With SGDC Tuning As Basis and Sigmoid Method. International Journal of Computer and Information System (IJCIS) 4 (1), 1-7
  30. Synthesis Ensemble Oversampling and Ensemble Tree-Based Machine Learning for Class Imbalance Problem in Breast Cancer Diagnosis. International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM)
  31. PENYARINGAN NOISE MELALUI BAND PASS FILTER BERBASIS SINYAL EEG SEBAGAI LANGKAH AWAL PENGOLAHAN DATA DALAM PENGAMBILAN KEPUTUSAN REABILITASI MEDIS PASIEN STROKE. Prosiding Seminar Sains Nasional dan Teknologi 13 (1), 179-184
  32. SISTEM PENGAMBILAN KEPUTUSAN PENGGUNAAN TEKNOLOGI INFORMASI TRANSFORMASI DIGITAL UNTUK PEMILIHAN PEMASARAN PRODUK MELALUI MEDIA SOSIAL DENGAN MENGGUNAKAN METODE WEIGHTED PRODUCT. Prosiding Seminar Sains Nasional dan Teknologi 13 (1), 167-172
  33. Pemanfaatan Sumberdaya IKM dalam Meningkatkan Produktivitas dan Pemasaran Produk Melalui Transformasi Digital Masyarakat Desa. E-Dimas: Jurnal Pengabdian kepada Masyarakat 14 (2), 283-288
  34. Perbandingan Metode Peramalan ARIMA dan Single Exponential Smoothing pada Kasus Kejadian Demam Berdarah Dengue di Kota Semarang. JOINS (Journal of Information System) 8 (2), 156-166
  35. Optimization of Discrete Wavelet Transform Based on Gray Level Co-occurrence Matrix (GLCM) and Principal Component Analysis (PCA) to Improve Features Extraction on Batik Pattern Recognition. International Journal of Emerging Technology and Advanced Engineering 13
  36. Klasifikasi Teks Twitter Menggunakan Algoritma Naïve Bayes untuk Analisis Sentimen Penggunaan Vaksin Covid-19. Prosiding Seminar Riset Mahasiswa 1 (1)
  37. Media Sosial Sebagai Pendukung Pemasaran Dalam Meningkatkan Penjualan Produk Olahan Keripik “PeGu” Secara Online. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (1), 30-37
  38. Peningkatan Fitur Ekstraksi Berbasis Discrete Wavelet Transform dan Principal Component Analysis Pada Pengenalan Citra Batik. Jurnal Transformatika 20 (2), 13-22
  39. Data-Driven Modeling of Human Development Index in Eastern Indonesia’s Region Using Gaussian Techniques Empowered by Machine Learning. Journal of Applied Geospatial Information 7 (2), 1004-1010
  40. Activity Design based on Appreciative Learning in Disaster Mitigation Serious Game. 2023 14th International Conference on Information & Communication Technology and System (ICTS)
  41. Improvement of Imaginative Immersion in Role Playing Serious Game using Appreciative Game Activity. 2023 International Conference on Electrical and Information Technology (IEIT)
  42. Implementasi Teknologi Augmented Reality Katalog Perumahan Sebagai Media Promosi Berbasis Android. TECHNO CREATIVE 1 (1), 56-63
  43. Discrete Cosine Transform and Singular Value Decomposition Based on Canny Edge Detection for Image Watermarking. Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control
  44. UI/UX Design Prototype for Enhancing User Experience using User-Centered Method. Scientific Journal of Informatics 10 (4), 537-548, 2023
  45. Implementasi Algoritma Convolutional Neural Network (CNN) Untuk Klasifikasi Jenis Tanah Berbasis Android. Jurnal Informatika: Jurnal Pengembangan IT 8 (3), 220-225
  46. Penggunaan Algoritme FP-Growth Untuk Mengetahui Pola Pembelian di Toko Kelontong. Progresif: Jurnal Ilmiah Komputer 19 (2), 834-843
  47. Threat construction for dynamic enemy status in a platformer game using classical genetic algorithm. Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control
  48. Perancangan UI (User Interface) dan UX (User Experience) Aplikasi Pembelajaran Matriks dengan Metode User Centered. Prosiding Seminar Nasional Teknologi Informasi dan Bisnis
  49. Performance Improvement of Random Forest Algorithm for Malware Detection on Imbalanced Dataset using Random Under-Sampling Method. Jurnal Informatika: Jurnal Pengembangan IT 8 (2), 113-118
  50. Kinetik’s policies update. Universitas 8 (2)
  51. SISTEM PERMOHONAN IJIN BERBASIS WEBSITE MENGGUNAKAN FRAMEWORK LARAVEL DENGAN METODOLOGI SCRUM. Jurnal Manajemen Informatika dan Sistem Informasi 6 (1), 100-113
  52. Pelatihan Editing Video dan Youtube sebagai bagian dari Literasi Digital bagi Siswa SMA Mardisiswa Semarang. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (1), 228-233
  53. Deteksi Malware menggunakan Metode Stacking berbasis Ensemble. Jurnal Informatika: Jurnal Pengembangan IT 8 (1), 11-16
  54. Analisis Optimasi Algoritma Decision Tree, Logistic Regression dan SVM Menggunakan Soft Voting. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1908-1919
  55. UI/UX Design Prototype for Enhancing User Experience using User-Centered Method. Scientific Journal of Informatics 10 (4), 537-548
  56. Implementasi Algoritma Convolutional Neural Network (CNN) Untuk Klasifikasi Jenis Tanah Berbasis Android. Jurnal Informatika: Jurnal Pengembangan IT 8 (3), 220-225
  57. Perancangan UI (User Interface) dan UX (User Experience) Aplikasi Pembelajaran Matriks dengan Metode User Centered. Prosiding Seminar Nasional Teknologi Informasi dan Bisnis
  58. Pengembangan Aplikasi Evaluasi Kegiatan Berbasis Android menggunakan Metode RAD (Rapid Application Development). Jurnal Ilmiah Intech: Information Technology Journal of UMUS 5 (1), 49-59
  59. Redesigning Family Education Media Website Using Design Thinking Method and System Usability Scale. JST (Jurnal Sains dan Teknologi) 12 (1), 81-94
  60. Pelatihan Editing Video dan Youtube sebagai bagian dari Literasi Digital bagi Siswa SMA Mardisiswa Semarang. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (1), 228-233
  61. Dampak Non Performing Loan Terhadap Peningkatan Pendapatan Perusahaan di Sektor Jasa Perbankan. Maisyatuna 4 (4), 01-11
  62. Information technology management governance analysis using cobit 5 (Case study at Universitas Dian Nuswantoro-PSDKU Kediri). TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika 10 (2), 193-202
  63. Penerapan Kombinasi Forward Chaining Dan Naive Bayes Untuk Mendeteksi Penyakit Pada Burung Merpati Balap. Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) 7 (2), 888-896
  64. Optimalisasi Keamanan Data Teks Menggunakan Kombinasi Algoritma Kriptografi ElGamal Dan Vigenere Cipher. Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) 7 (1), 18-26
  65. Utilization of Internet of Things for Automatic Plant Watering System Using Soil Moisture Sensor. Jurnal Informatika Polinema 9 (2), 173-182
  66. Comparison of Stemming Test Results of Tala Algorithms with Nazief Adriani in Abstract Documents and National News. Inform: Jurnal Ilmiah Bidang Teknologi Informasi dan Komunikasi 8 (1), 33-41
  67. Pelatihan Desain Grafis untuk Meningkatkan Keterampilan Digital bagi Anggota IPNU/IPPNU Desa Ngadiluwih Kediri. Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri 2 (1), 95-103

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2022

  1. Sistem Pengecekan Lembar Jawaban Komputer Dengan Optical Mark Recognition (OMR) Berbasis Open Computer Vision Python. Seminar Nasional Inovasi dan Pembangunan Teknologi Terapan (SENOVTEK) 1, 9-16
  2. Analisis Sentimen Menggunakan Metode Naïve Bayes Untuk Mengetahui Respon Masyarakat Terhadap Vaksinasi. Jurnal Ilmiah Intech: Information Technology Journal of UMUS 4 (02), 179-188
  3. Pelatihan Pembuatan Video Pembelajaran Sebagai Media Publikasi Sekolah Melalui Media YouTube. Society: Jurnal Pengabdian dan Pemberdayaan Masyarakat 3 (1), 15-22
  4. Formasi Pengelompokan Siswa Pada Alat Kolaborasi Pendidikan Perangkat Lunak: Komposisi Ulang Tim Proyek Berbasis Algoritma Genetika. Dinamika Rekayasa 18 (2), 121-130
  5. Edukasi Seks Pada Anak Usia Dini melalui Media Digital dengan Metode StoryTelling. I-Com: Indonesian Community Journal 2 (2), 269-278
  6. PENERAPAN HASIL PENELITIAN APLIKASI GAME LISTENING BAHASA INGGRIS BAGI SISWA SMA MARDISISWA SEMARANG. Jurnal Terapan Abdimas 7 (2), 188-193
  7. Pola Konsumsi Generasi Millenial Dalam Mengakses Media Edukasi Parenting. ETTISAL: Journal of Communication 7 (1), 105-122
  8. Improvement Quality of Software Requirements Using Requirement Negotiation System for Supporting Decision. JUITA: Jurnal Informatika 10 (1), 89-97
  9. Pembangunan Aplikasi Web sebagai Media Edukasi Pernikahan Pasangan Muda menggunakan Metode Prototyping. KONSTELASI: Konvergensi Teknologi dan Sistem Informasi 2 (2), 273-284
  10. Rekayasa Aplikasi Pengarsipan Surat Permohonan Hak Milik Tanah Dengan menggunakan Metode Prototyping. Infotekmesin 13 (1), 45-51
  11. Formasi Pengelompokan Siswa Pada Alat Kolaborasi Pendidikan Perangkat Lunak: Komposisi Ulang Tim Proyek Berbasis Algoritma Genetika. Dinamika Rekayasa 18 (2), 121-130
  12. Sistem Monitoring Kelembaban Tanaman Berbasis IoT Berdasarkan Pengukuran Suhu dan Kelembaban Tanah dengan Algoritma Fuzzy Logic. Prosiding Seminar Nasional Teknologi Informasi dan Bisnis, 553-559
  13. IDENTIFIKASI KECANDUAN GADGET PADA ANAK MENGGUNAKAN METODE NAÏVE BAYES CLASSIFIER. Universitas Islam Negeri Sultan Syarif Kasim Riau
  14. Analisis Sentimen Menggunakan Metode Naïve Bayes Untuk Mengetahui Respon Masyarakat Terhadap Vaksinasi. Jurnal Ilmiah Intech: Information Technology Journal of UMUS 4 (02), 179-188
  15. Hybrid Neural Network and Evolutionary Model for Detection of Rice Plant Disease. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  16. PENERAPAN HASIL PENELITIAN APLIKASI GAME LISTENING BAHASA INGGRIS BAGI SISWA SMA MARDISISWA SEMARANG. Jurnal Terapan Abdimas 7 (2), 188-193
  17. Improvement Quality of Software Requirements Using Requirement Negotiation System for Supporting Decision. JUITA: Jurnal Informatika 10 (1), 89-97
  18. New Image Texture Feature for Chest X-Ray Classification. Journal of Applied Intelligent System 7 (1), 8-15
  19. Tingkat Kesulitan Adaptif pada Android Game bertema Flora Fauna Endemik Indonesia dengan Fuzzy Logic. Jurnal Buana Informatika 13 (1), 1-10
  20. Rekayasa Aplikasi Pengarsipan Surat Permohonan Hak Milik Tanah Dengan menggunakan Metode Prototyping. Infotekmesin 13 (1), 45-51
  21. Fuzzy Adaptive Items in Design Activity of Appreciative Serious Game. 2022 International Conference on ICT for Smart Society (ICISS), 1-6
  22. Transfer Learning with Xception Architecture for Snakefruit Quality Classification. Journal of Applied Intelligent System 7 (2), 162-171
  23. A Clustering Approach for Mapping Dengue Contingency Plan. Scientific Journal of Informatics 9 (2), 149
  24. Cholesterol Detection Through Iris Using Daugman’s and GLCM Based on K-Means Clustering. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  25. Long Short-Term Memory Algorithm for Stock Price Prediction. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  26. A Multi-Class Classification of Dengue Infection Cases with Feature Selection in Imbalanced Clinical Diagnosis Data
    Business Prospects Prediction for Waqf Lands Using Naïve Bayes And Apriori Algorithm. Journal of Information Technology and Computer Science 7 (1), 9-21
  27. Penerapan K-Nearest Neighbors (KNN) untuk Klasifikasi Aset dalam Upaya Menentukan Aset Wakaf Produktif. Jurnal Transformatika 19 (2), 114-123
  28. Artifact-EOG Denoising Using FIR-Filtering In EEG Channel Selection For Monitoring and Rehabilitation of Stroke Patients. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  29. Peningkatan Sumberdaya Panti Asuhan Dalam Pengamankan Aset Informasi Dengan Teknologi Literasi Informasi. Abdimasku: Jurnal Pengabdian Masyarakat 5 (2), 295-303
  30. Peningkatan Usability Point of Sales (PoS) Berbasis Human Centered Design (HCD). J. Inf. Syst 7 (1), 1-13
  31. Serious game development of COVID-19 social distancing simulator using agent-based modelling. Telfor Journal 14 (2), 79-84
  32. Penerapan 1D-CNN untuk Analisis Sentimen Ulasan Produk Kosmetik Berdasar Female Daily Review. Jurnal Nasional Teknologi dan Sistem Informasi 8 (3), 153-163
  33. Student Graduation Prediction Model using Deep Learning Convolutional Neural Network (CNN). 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  34. Seleksi Fitur dan Perbandingan Algoritma Klasifikasi untuk Prediksi Kelulusan Mahasiswa. Jurnal Rekayasa Elektrika 18 (2)
  35. Keypoints class distribution based entropy for weighting scheme on image classification. Journal of King Saud University-Computer and Information Sciences 34
  36. Video Violence Detection Using LSTM and Transformer Networks Through Grid Search-Based Hyperparameters Optimization. International Journal of Safety & Security Engineering 12 (5)
  37. Hybrid Method of Selection Features to Improve Performance of Covid-19 Classification. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  38. Application of Grayscale Co-occurrence Matrix (GLCM) Method for Classification of Quality Type of Guava Leaves as Traditional Medicine Using Neural Network Algorithm. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  39. The Use of Cluster Computing and Random Forest Algoritm for Flight Delay Prediction. International Journal of Computer Science and Information Security (IJCSIS)
  40. Metode Pembobotan Jarak dengan Koefisien Variasi untuk Mengatasi Kelemahan Euclidean Distance pada Algoritma k-Nearest Neighbor. Jurnal Ilmiah SINUS 20 (1), 1-10
  41. Translation Procedures done by Visually Impaired Translator: An Annotated Study. Indonesian Journal of EFL and Linguistics, 415-431
  42. Hybrid Neural Network and Evolutionary Model for Detection of Rice Plant Disease. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  43. Systematic Review of Educational Data Mining for Student Performance Prediction using Bibliometric Network Analysis (SeBriNA). 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  44. Comparison of Information Gain and Chi-Square Selection Features For Performance Improvement of Naive Bayes Algorithm On Determining Students With No PIP Recipients at SMKN 1 Brebes. Syntax Literate; Jurnal Ilmiah Indonesia 7 (4), 3553-3574
  45. Malware Detection Using Decision Tree Algorithm Based on Memory Features Engineering. Journal of Applied Intelligent System 7 (3), 206-210
  46. Klasifikasi Penentuan skema Uji Sertifikasi di LSP UDINUS bagi mahasiswa Progrdi Sistem Informasi UDINUS dengan Algoritma Decision Tree (C4. 5). JOINS (Journal of Information System) 7 (2), 107-114
  47. Student Graduation Prediction Model using Deep Learning Convolutional Neural Network (CNN). 2022 International 2022. International Seminar on Application for Technology of Information and Communication (iSemantic)
  48. Seleksi Fitur dan Perbandingan Algoritma Klasifikasi untuk Prediksi Kelulusan Mahasiswa. Jurnal Rekayasa Elektrika 18 (2)
  49. Deteksi Pornografi pada Karakter Animasi 2D dengan KNN (K-Nearest Neighbors) Menggunakan Fitur HSV. COMSERVA 2 (8), 1236-1250
  50. Deep Learning Model in Road Surface Condition Monitoring. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  51. Performance Analysis of Multiple Linear Regression and Random Forest for an Estimate of the Price of a House. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  52. Classification of banana maturity levels based on skin image with HSI color space transformation features using the K-NN Method. Journal of Development Research 6 (1), 11-15