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Artificial Intelligent dalam Smart Society, Pangan, dan Pertanian

AI digunakan untuk mengelola dan menganalisis data dari berbagai sumber, seperti sensor IoT (Internet of Things) dan infrastruktur kota yang terkoneksi. Ini memungkinkan peningkatan efisiensi dalam transportasi, manajemen limbah, dan pengelolaan sumber daya energi. Di sektor pertanian, AI membawa revolusi melalui teknologi presisi pertanian yang memanfaatkan sensor, drone, dan robotika. Sistem ini dapat menganalisis data cuaca, tanah, dan tanaman untuk memberikan solusi yang lebih baik dalam penanaman, irigasi, dan penggunaan pupuk.

Member Artificial Intelligent dalam Smart Society, Pangan, dan Pertanian

ADHITYA NUGRAHA, S.Kom, M.CS

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Dr M. ARIEF SOELEMAN, M.Kom

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Dr. NOVA RIJATI, S.Si., M.Kom

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AFFANDY, M.Kom, Ph.D.

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DR RURI SUKO BASUKI, M.Kom

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SRI WINARNO, Ph.D 

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Dr. FARRIKH AL ZAMI, M.Kom

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MOHAMAD SIDIQ, S.Si, M.Kom

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IFAN RIZQA, M.Kom

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AYU PERTIWI, S.Kom, MT

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HERU PRAMONO HADI, SE, M.Kom

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FERI AGUSTINA, M.Kom

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ETIKA KARTIKADARMA, M.Kom

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ERIKA DEVI UDAYANTI, S.Kom, M.CS

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FAHRI FIRDAUSILLAH, S.Kom, M.CS

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Dr. ARIS MARJUNI, S.Si., M.Kom

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ASIH ROHMANI, M.Kom

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NOVITA KURNIA NINGRUM, M. Kom

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EDI FAISAL, S.Kom, M.Kom

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DEWI AGUSTINI SANTOSO, M.Kom 

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RAMA ARIA MEGANTARA, M.Kom

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CANDRA IRAWAN, M.Kom

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CINANTYA PARAMITA, S.Kom., M.Eng

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MUHAMMAD NAUFAL, S.Tr.T, M.Kom

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DANAR CAHYO PRAKOSO, M.Kom.

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Natalinda Pamungkas, S.T., M.M

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ZUDHA PRATAMA, S.Kom., M.Kom

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List Research Grant

BIMA / Kedaireka

Kedaireka 2023 – Implementasi Supply Chain Management System pada UMKM Sektor Oleh-oleh Makanan dan Minuman, Studi Kasus di Jawa Tengah

Kedaireka 2023 – Digitalisasi Kamus Peristilahan Jawa Dengan Menggunakan Dokumentasi Korpus Linguistik Sebagai Bentuk Pelestarian Dan Revitalisasi Kebudayaan Jawa Tengah

Kedaireka 2022 – Startup Market Intelligence Berbasis Web Dan Mobile Untuk Optimalisasi Proses Sinkronisasi Hulu-Hilir UMKM Kelompok Petani Budidaya ikan air tawar

Kedaireka 2022 – Penyelarasan Pengelolaan Rantai Pasok dan Pengguna pada Komoditas Bawang Merah dengan Penerapan Kecerdasan Artifisial berbasis Internet of Things dan Blockchain (Supply Chain and Customer Relationship Management Alignment on Red Onion Commodity using Artificial Inteligent based on Internet of Things and Blockchain). 

Internal

Adhitya Nugraha,S.Kom, M.Cs

Hyperparameter Tuning Untuk Meningkatkan Akurasi Model Klasifikasi Pada Serangan Iot

 

Dr. Farrikh Al Zami, M.Kom

Deteksi Pengendara Mengantuk Berbasis Ekspresi Pada Citra Sequence Menggunakan Convolutional Neural Network

 

Affandy, M.Kom, Ph.D.

Estimasi Tinggi Dan Berat Badan Balita Berbasis Transfer Learning Computer Vision Untuk Pencegahan Dini Stunting Pada Anak

List Publication

2024
  1. Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling untuk Class Imbalance. Jurnal Teknologi Informasi dan Ilmu Komputer 10 (4), 899-908
  2. Comparison of Hyperparameter Optimization Techniques in Hybrid CNN-LSTM Model for Heart Disease Classification. Sinkron: jurnal dan penelitian teknik informatika 9 (1), 455-465
  3. GridSearch and Data Splitting for Effectiveness Heart Disease Classification. Sinkron: jurnal dan penelitian teknik informatika 9 (1), 317-331
  4. Heart Disease Classification Using Deep Neural Network with SMOTE Technique for Balancing Data. Advance Sustainable Science, Engineering and Technology (ASSET) 6 (1), 0240108
  5. Optimizing Digital Image Steganography through Hybridization of LSB and Zstandard Compression. Sinkron: jurnal dan penelitian teknik informatika 9 (1), 75-82
  6. Enhancing Least Significant Bit Steganography Image Fidelity Using Brotli Compression. Sinkron: jurnal dan penelitian teknik informatika 9 (1), 285-295
  7. Improving Data Embedding Capacity in LSB Steganography Utilizing LSB2 and Zlib Compression. Sinkron: jurnal dan penelitian teknik informatika 9 (1), 174-181
  8. Peningkatan Literasi Teknologi kepada Mahasiswa Melalui Pengenalan Dasar-Dasar Computer Vision. JATI EMAS (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat) 8 (1), 49-54
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2023
  1. 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
  2. Enhancing Augmentation-Based Resnet50 for Car Brand Classification. Journal of Applied Intelligent System 8 (3), 400-412
  3. Conditional Matting For Post-Segmentation Refinement Segment Anything Model. Journal of Applied Intelligent System 8 (3), 310-319
  4. Performance of the Decision Tree Algorithm in the Classification of Edible and Poisonous Mushrooms with Information Gain Optimization. Scientific Journal of Informatics 10 (4), 549-558
  5. Peningkatan Akurasi Pembacaan Lembar Jawaban Komputer dengan Memperbaiki Ketidaksimetrisan Citra Hasil Pemindaian Menggunakan Transformasi Homografi. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1635-1645
  6. Pemanfaatan Sistem Administrasi Balita (SiaBa) untuk Pengelolaan Data Posyandu Bougenville Patemon Gunungpati Semarang. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (3), 805-812
  7. Pre-Processing Of Resize And Region Of Interest (ROI) To Improve The Accuracy Of Batik Detection Based On VGG-16. 2023 10th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)
  8. Color Improvement in Underwater Image using Polynomial Equation and Image Dehazing Algorithm. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)                    
  9. Artificial Neural Network for image based Leaf Type Classification with Feature Extraction GLCM Method. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  10. Optimization of a High Order Polynomial with the White Balancing method for underwater image improvement. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  11. Scabies Skin Classification Using SVM Method With GLCM Feature Extraction. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  12. Foggy-Based Object Detection In Video Using Faster R-CNN, YOLOv3, and SSD. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  13. KNN Algorithm Optimization in GLCM-Based Beef and Pork Image Classification. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  14. Antlion Optimizer Algorithm Modification for Initial Centroid Determination in K-means Algorithm. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (4), 870-883
  15. PENERAPAN ADABOOST UNTUK METODE NAIVE BAYES DALAM MENGKLASIFIKASI KUALITAS PEMBIAYAAN NASABAH BANK. SIPTEK: Seminar Nasional Inovasi dan Pengembangan Teknologi Pendidikan 1 (1)
  16. OPTIMIZATION OF TIME DEPOSIT CLASSIFICATION USING KNN ALGORITHM WITH INFORMATION GAIN FEATURE SELECTION. Proceeding of International Conference on Innovations in Social Sciences Education and Engineering
  17. Pembekalan Branding Industri dengan Pemanfatan Teknik Logo sebagai Media Promosi Produk UMKM Kelurahan Tanjung Mas Semarang. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (2), 365-371
  18. Optimization of the Preprocessing Method for Edge Detection on Overlapping Cells at PAP Smear Images. JOIV: International Journal on Informatics Visualization 7 (2), 471-476
  19. Hybrid Top-K Feature Selection to Improve High-Dimensional Data Classification Using Naïve Bayes Algorithm. Scientific Journal of Informatics 10 (2)
  20. Customer Segmentation with RFM Model using Fuzzy C-Means and Genetic Programming. MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer
  21. BPNN Optimization With Genetic Algorithm For Classification of Tobacco Leaves With GLCM Extraction Features. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (2), 293-301
  22. Improving the Accuracy of C4. 5 Algorithm with Chi-Square Method on Pure Tea Classification Using Electronic Nose. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (2), 226-235
  23. Improving convolutional neural network based on hyperparameter optimization using variable length genetic algorithm for english digit handwritten recognition. International Journal of Advances in Intelligent Informatics 9 (1), 66-78
  24. Comparison Of Arrival Classification Of Outpatient Patients Based On Appointment Using Adaboost And Random Undersampling Methods. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 28-40
  25. Medical Image Registration at Pap Smear for Early Identification of Cervical Cancer
  26. Pelatihan Desain Foto dan Katalog Produk Bank Sampah Pentul Asri Semarang. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (3), 1064-1073
  27. Aplikasi Game Edukasi Matematika dan Bahasa Inggris bagi Anak Sekolah Dasar. ANDHARUPA: Jurnal Desain Komunikasi Visual & Multimedia 9 (03), 412-421
  28. Artificial Neural Network for image based Leaf Type Classification with Feature Extraction GLCM Method. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  29. An Image Encryption Scheme Combining 2D Cascaded Logistic Map and Permutation-Substitution Operations. Computation 11 (9), 178
  30. Nested Block based Double Self-embedding Fragile Image Watermarking with Super-resolution Recovery. IEEE Access
  31. Pengembangan Model dengan Pendekatan Machine Learning untuk Prediksi Performa Akademik Mahasiswa. Seminar Keinsinyuran Program Studi Program Profesi Insinyur 3 (1)
  32. Peningkatan Algoritma C4. 5 Berbasis PSO Pada Penyakit Kanker Payudara. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1758-1765
  33. Menumbuhkan Minat dan Keterampilan Produksi Film Dokumenter pada Generasi Muda: Pelatihan pada Siswa-Siswi SMA Negeri 3 Kota Semarang. Jurnal Abdidas 4 (4), 333-345
  34. Optimasi K-means Clustering Dengan Menggunakan Particle Swarm Optimization Untuk Menentukan Jumlah Cluster Pada Kanker Serviks. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (3), 1463-1473
  35. Hybrid Top-K Feature Selection to Improve High-Dimensional Data Classification Using Naïve Bayes Algorithm. Scientific Journal of Informatics 10 (2)
  36. Analisis Metode Ensemble Pada Klasifikasi Penyakit Jantung Berbasis Decision Tree. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (1), 1-12
  37. Deep Learning Jaringan Saraf Tiruan Untuk Pemecahan Masalah Deteksi Penyakit Daun Apel. Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN) 11 (1), 35-42
  38. Word Search with Trending Reviews on Twitter.. Ingénierie des Systèmes d’Information 28 (2)
  39. COMPARISON OF SIFT AND ORB METHODS IN IDENTIFYING THE FACE OF BUDDHA STATUE. JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) 8 (2), 139-144
  40. Analisis Optimasi Algoritma Decision Tree, Logistic Regression dan SVM Menggunakan Soft Voting. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1908-1919
  41. IMPROVING PERFORMANCE OF STUDENTS’GRADE CLASSIFICATION MODEL USES NAÏVE BAYES GAUSSIAN TUNING MODEL AND FEATURE SELECTION. Jurnal Teknik Informatika (Jutif) 4 (3), 493-501
  42. PERFORMANCE OF K-MEANS CLUSTERING AND KNN CLASSIFIER IN FISH FEED SELLER DETERMINATION MODELS. Jurnal Teknik Informatika (Jutif) 4 (3), 485-491
  43. Continous Formative Assessment pada Pendekatan Hybrid Learning: Sebuah Study Evaluasi Persepsi. Journal of Education and Teaching (JET) 4 (3), 316-323
  44. Multi-Layer Perceptron For Diagnosing Stroke With The SMOTE Method In Overcoming Data Imbalances. Innovation in Research of Informatics (INNOVATICS) 5 (1)
  45. HYBRIDIZATION OF THE NAIVE BAYES CLASSIFICATION METHOD IN THE FRESHWATER FISH SEED SELLER CLASSIFICATION MODEL. Jurnal Teknik Informatika (Jutif) 4 (2), 421-427
  46. DECISION TREE SIMPLIFICATION THROUGH FEATURE SELECTION APPROACH IN SELECTING FISH FEED SELLERS. Jurnal Teknik Informatika (Jutif) 4 (2), 301-309
  47. KETERAMPILAN INTERPERSONAL. Penerbit Andi
  48. Monkeypox and Measles Detection using CNN with VGG-16 Transfer Learning. Journal of Computing Research and Innovation 8 (1), 32-44
  49. 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
  50. Design and Implementation mDPBL Teaching Approach to Improve Students’ Creative Thinking Skill. Journal of Education and Teaching (JET) 4 (1), 119-127
  51. IMPLEMENTATION OF LSTM (LONG SHORT TERM MEMORY) ALGORITHM TO PREDICT WEATHER IN CENTRAL JAVA. Jurnal Teknik Informatika (Jutif) 4 (6), 1347-1357
  52. Peningkatan Donasi Online Dengan Optimalisasi Website. Bersama: Jurnal Pengabdian Kepada Masyarakat 1 (2), 69-78
  53. LDA Topic Analysis for Product Reviews in Social Media Platform. Moneter: Jurnal Keuangan dan Perbankan 11 (2), 277-283
  54. RFM Analysis for Customer Lifetime Value with PARETO/NBD Model in Online Retail Dataset. Moneter: Jurnal Keuangan dan Perbankan 11 (2), 284-290
  55. Architecture development of middleware and API for IOT-based Red Onion farming. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  56. Pre-Processing Of Resize And Region Of Interest (ROI) To Improve The Accuracy Of Batik Detection Based On VGG-16. 2023 10th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)
  57. PENGEMBANGAN MODEL ANALISA DISKUSI TOPIC PRODUK MENGGUNAKAN LATENT DIRICHLET ALLOCATION PADA PLATFORM YOUTUBE. Prosiding Seminar Nasional Informatika 1 (1), 642-648
  58. PENGEMBANGAN MODEL ANALISA PELANGGAN MENGGUNAKAN CUSTOMER LIFETIME VALUE. Prosiding Seminar Nasional Informatika 1 (1), 594-598
  59. Pelatihan Dasar-dasar Komputer dan Programming di Pusat Kegiatan Belajar Masyarakat (PKBM) Bina Karya. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (2), 467-477
  60. Design and Evaluation of Virtual Compression Testing Machine Based on Multilayer Perceptron for Vocational-Education Virtual Laboratory. TEM Journal 12 (2)
  61. Kinetik’s policies update. Universitas 8 (2)
  62. Deep Learning Jaringan Saraf Tiruan Untuk Pemecahan Masalah Deteksi Penyakit Daun Apel. Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN) 11 (1), 35-42
  63. Word Search with Trending Reviews on Twitter. Ingénierie des Systèmes d’Information 28 (2)
  64. Implementation of RFM method and K-Means algorithm for Customer Segmentation in E-Commerce with Streamlit. ILKOM Jurnal Ilmiah 15 (1), 32-44 
  65. BLUEPRINT FOR RECORDING DATA ON RED ONION FARMING ACTIVITIES USING THE BPR METHOD. Jurnal Teknik Informatika (Jutif) 4 (2), 311-319
  66. BUSINESS PROCESS REENGINEERING SUPPLY CHAIN MANAGEMENT SYSTEM BASED BLOCKCHAIN USING BPR LC. Jurnal Teknik Informatika (Jutif) 4 (2), 291-300
  67. Red Onion Customer Relationship Management System Business Process Design Using BPR LC Method. JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING 6 (2), 538-547
  68. Business Process Design With BPR Life Cycle in Fertilizer Provision. JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING 6 (2), 548-558
  69. Business Process Reengineering for Red Onion E-Commerce System. JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING 6 (2), 559-569
  70. VGG16 Deep Learning Architecture Using Imbalance Data Methods For The Detection Of Apple Leaf Diseases. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 41-53
  71. Comparison Of Arrival Classification Of Outpatient Patients Based On Appointment Using Adaboost And Random Undersampling Methods. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 28-40
  72. Implementation Of Extreme Gradient Boosting Algorithm For Predicting The Red Onion Prices. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 18-27
  73. DESIGN OF IOT AND ONION AGRICULTURE DATABASE USING BPR LIFE CYCLE. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 8-17
  74. Indonesian national assessment support: Can RE-STEM Android app improve students’ scientific literacy skills?. International Journal of Evaluation and Research in Education (IJERE)
  75. Mobile Privacy Awareness of Higher Education Students in Plateau State Nigeria. Jurnal Transformatika 20 (2)
  76. SISTEM MANAJEMEN PENEGAKAN DIAGNOSA PENYAKIT TYPUS DENGAN METODE NAIVE BAYES. Jurnal Transformatika 20 (2), 70-79
  77. Artificial Intelligence Berbasis QSPR Dalam Kajian Inhibitor Korosi. JoMMiT: Jurnal Multi Media dan IT 7 (1), 015-020
  78. 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
  79. Citrus Limon L. Ripeness Identification Using Feature Extraction of Mean RGB, HSV, LBP and K-Nearest Neighbor. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  80. Learning Vector Quantization for Robusta and Arabica Coffee Classification. Journal of Applied Intelligent System 8 (2), 110-120
  81. Media Sosial Sebagai Pendukung Pemasaran Dalam Meningkatkan Penjualan Produk Olahan Keripik “PeGu” Secara Online. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (1), 30-37
  82. Prediction of Sleep Disorders Based on Occupation and Lifestyle: Performance Comparison of Decision Tree, Random Forest, and Naïve Bayes Classifier. Journal of Applied Intelligent System 8 (3), 298-309
  83. Aplikasi Web Services Untuk Mengintegrasikan Layanan Reservasi Online Dengan Sistem Rawat Jalan Berbasis Desktop. Prosiding Seminar Nasional Informatika 1 (1), 368-376
  84. Pengembangan Aplikasi Evaluasi Kegiatan Berbasis Android menggunakan Metode RAD (Rapid Application Development). Jurnal Ilmiah Intech
  85. Metode MICE Support Vector Machine (MICE-SVM) untuk Klasifikasi Performance Mahasiswa Merdeka Belajar Kampus Merdeka. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1686-1697
  86. Pengelolaan Sampah Rumah Tangga Berbasis Aplikasi Pada Seluruh Bank Sampah Di Kecamatan Semarang Barat. Jurnal Pengabdian Multidisiplin 3 (2)
  87. Implementasi Algoritma Convolutional Neural Network (CNN) Untuk Klasifikasi Jenis Tanah Berbasis Android. Jurnal Informatika: Jurnal Pengembangan IT 8 (3), 220-225
  88. Penggunaan Algoritme FP-Growth Untuk Mengetahui Pola Pembelian di Toko Kelontong. Progresif: Jurnal Ilmiah Komputer 19 (2), 834-843
  89. Optimasi Algoritma Random Forest menggunakan Principal Component Analysis untuk Deteksi Malware. Jurnal Teknologi Dan Sistem Informasi Bisnis 5 (3), 217-223
  90. Implementation of Virtual Banking in E-Commerce Sales of Jamu Products. International Journal of Artificial Intelligence Research 6 (1.1)
  91. Application of forward selection strategy using C4. 5 algorithm to improve the accuracy of classification’s data set. Dougmar Publishing Group Inc.
  92. Analisis Sentimen Menggunakan Metode Naïve Bayes Untuk Mengetahui Respon Masyarakat Terhadap Vaksinasi. Jurnal Ilmiah Intech: Information Technology Journal of UMUS 4 (02), 179-188
  93. Electronic Load Controller based on Modified Firefly Algorithm to Reduce Frequency Fluctuation of Generator in Micro Hydro Power Plants. International Journal of Renewable Energy Research (IJRER) 13 (2), 601-611 1
  94. Koherensi Lintas Moda sebagai Upaya untuk Meningkatkan Kualitas Buku Digital Dwibahasa Budhara (Borobudur Dalam Hamparan Cerita). ANDHARUPA: Jurnal Desain Komunikasi Visual & Multimedia 9 (01), 103-116
  95. Implementation of the K-Nearst Neighbor (k-NN) Algorithm in Classification of Angora and Country Cats. Journal of Applied Intelligent System 8 (1), 33-46
  96. 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
  97. COVID-19 Suspects Monitoring System Based on Symptom recognition using Deep Neural Network. International Journal of Engineering and Computer Science Applications (IJECSA)
  98. COVID-19 Suspects Monitoring System Based on Symptom recognition using Deep Neural Network. International Journal of Engineering and Computer Science Applications (IJECSA)
  99. Performance Analysis of Machine Learning Algorithms for Diabetes Diagnosis Prediction. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  100. Foggy-Based Object Detection In Video Using Faster R-CNN, YOLOv3, and SSD. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  101. Systematic Literature Review of Data Distribution in Preprocessing Stage with Focus on Outliers. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  102. OPTIMIZATION OF TIME DEPOSIT CLASSIFICATION USING KNN ALGORITHM WITH INFORMATION GAIN FEATURE SELECTION. Proceeding of International Conference on Innovations in Social Sciences Education and Engineering
  103. Visual Quality Improvement of Watermarked Image Based on Singular Value Decomposition Using Walsh Hadamard Transform. Cybernetics and Information Technologies 23 (1), 110-124
  104. PERFORMANCE OF K-MEANS CLUSTERING AND KNN CLASSIFIER IN FISH FEED SELLER DETERMINATION MODELS. Jurnal Teknik Informatika (Jutif) 4 (3), 485-491
  105. Continous Formative Assessment pada Pendekatan Hybrid Learning: Sebuah Study Evaluasi Persepsi. Journal of Education and Teaching (JET) 4 (3), 316-323
  106. Scrum Framework Implementation of Fish Mobile Auction Module in Pasar Iwak Marketplace. Sinkron: jurnal dan penelitian teknik informatika 8 (2), 752-761
  107. HYBRIDIZATION OF THE NAIVE BAYES CLASSIFICATION METHOD IN THE FRESHWATER FISH SEED SELLER CLASSIFICATION MODEL. Jurnal Teknik Informatika (Jutif) 4 (2), 421-427
  108. DECISION TREE SIMPLIFICATION THROUGH FEATURE SELECTION APPROACH IN SELECTING FISH FEED SELLERS. Jurnal Teknik Informatika (Jutif) 4 (2), 301-309
  109. Development of Fishery Marketplace Applications Using Prototype Methods. Devotion Journal of Community Service 4 (2), 573-581
  110. Pelatihan Public Speaking Sebagai Upaya Menumbuhkan Sikap Percaya Diri Karangtaruna Kelurahan Kalisegoro Gunungpati Semarang. Amaliah: Jurnal Pengabdian Kepada Masyarakat 7 (2), 313-317
  111. AUTOMATIC WATERING SYSTEM BASED ON IOT-BASED PLANT SOIL MOISTURE ON LIME PLANTS. The International Conference on Computer Science and Engineering Technology Proceeding (ICCSET)
  112. SISTEM MONITORING SUHU DAN KELEMBABAN KANDANG AYAM BERBASIS INTERNET OF THINGS (IOT). Elkom: Jurnal Elektronika dan Komputer 16 (2), 278-285
  113. IMPLEMENTATION OF FUZZY MEMBERSHIP FUNCTION TO DETERMINNE AUTOMATIC WATERINNG TIME. Jurnal Teknologi Informasi Universitas Lambung Mangkurat (JTIULM) 8 (2), 79-86
  114. Strategi Komunikasi Dalam Pelayanan Masyarakat pada Anggota Kepolisian di Polres Klaten. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (3), 1074-1080
  115. Digitalisasi Pelayanan Publik dan Digital Marketing Produk UMKM Desa Karangpakel, Kec. Trucuk, Kab. Klaten. Jurnal Nasional Pengabdian Masyarakat Ilmu Komputer (JNPMIK) 2 (1), 25-33 3
  116. Rancang Bangun Design UI/UX pada Aplikasi PANTAU menggunakan Pendekatan Design Thinking. Elkom: Jurnal Elektronika dan Komputer 15 (2), 422-433
  117. IMPLEMENTATION OF LSTM (LONG SHORT TERM MEMORY) ALGORITHM TO PREDICT WEATHER IN CENTRAL JAVA. Jurnal Teknik Informatika (Jutif) 4 (6), 1347-1357
  118. Integrating Grey Wolf Optimizer for Feature Selection in Birdsong Classification Using K-Nearest Neighbours Algorithm. International Journal of Intelligent Engineering & Systems 16 (6)
  119. LDA Topic Analysis for Product Reviews in Social Media Platform. Moneter: Jurnal Keuangan dan Perbankan 11 (2), 277-283
  120. RFM Analysis for Customer Lifetime Value with PARETO/NBD Model in Online Retail Dataset. Moneter: Jurnal Keuangan dan Perbankan 11 (2), 284-290
  121. Architecture development of middleware and API for IOT-based Red Onion farming. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  122. PENGEMBANGAN MODEL ANALISA DISKUSI TOPIC PRODUK MENGGUNAKAN LATENT DIRICHLET ALLOCATION PADA PLATFORM YOUTUBE. Prosiding Seminar Nasional Informatika 1 (1), 642-648
  123. PENGEMBANGAN MODEL ANALISA PELANGGAN MENGGUNAKAN CUSTOMER LIFETIME VALUE. Prosiding Seminar Nasional Informatika 1 (1), 594-598
  124. Kinetik’s policies update. Universitas 8 (2)
  125. Implementation of RFM method and K-Means algorithm for Customer Segmentation in E-Commerce with Streamlit. ILKOM Jurnal Ilmiah 15 (1), 32-44
  126. Implementation Of Extreme Gradient Boosting Algorithm For Predicting The Red Onion Prices. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 18-27
  127. DIABETES MELLITUS ATTRIBUTE CLASSIFICATION USING THE NAIVE BAYES ALGORITHM BASED ON FORWARD SELECTION. Jurnal Teknologi Informasi Universitas Lambung Mangkurat (JTIULM) 7 (2), 167-174
  128. 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
  129. Pemanfaatan Algoritma K-Means untuk Membuktikan Implementasi Undang-Undang Pelanggaran Hukum Korupsi di Pengadilan Negeri Banjarmasin. Jurnal Informatika: Jurnal Pengembangan IT 8 (2), 149-154
  130. 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
  131. Pengembangan Sistem Klasifikasi Karakteristik Siswa Berbasis Website dengan menggunakan Algoritma C4. 5. Jurnal Informatika: Jurnal Pengembangan IT 8 (1), 17-21
  132. Deteksi Malware menggunakan Metode Stacking berbasis Ensemble. Jurnal Informatika: Jurnal Pengembangan IT 8 (1), 11-16
  133. ENHANCING SPEAKING SKILL THROUGH AI-POWERED TECHNOLOGY. Seminar Nasional Teknologi dan Multidisiplin Ilmu (SEMNASTEKMU) 3 (1), 142-148
  134. Incorporating AI Tool Along with Traditional Method for Speaking Assessment. INTERACTION: Jurnal Pendidikan Bahasa 10 (2), 704-712
  135. A Comparative Study of MobileNet Architecture Optimizer for Crowd Prediction. Jurnal Informatika: Jurnal Pengembangan IT 8 (3), 241-247
  136. Drowsiness Detection Based on Yawning Using Modified Pre-trained Model MobileNetV2 and ResNet50.  MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer
=====================================================================================
2022
  1. Malware Detection Using Decision Tree Algorithm Based on Memory Features Engineering. Journal of Applied Intelligent System 7 (3), 206-210
  2. Sistem Deteksi Surel SPAM Dengan DNSBL Dan Support Vector Machine Pada Penyedia Layanan Mail Marketing. Journal of Information System Research (JOSH) 3 (4), 618-625
  3. Comparison of Acoustic Characteristic among Electronic, Human-Played and Robot-Played Demung. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  4. Pelatihan Video Editing Dalam Upaya Peningkatan Keterampilan Digital Di Era Industri 4.0 bagi Santri Panti Asuhan Kafalatul Yatama. Abdimasku: Jurnal Pengabdian Masyarakat 5 (2), 229-234
  5. The Use of Cluster Computing and Random Forest Algoritm for Flight Delay Prediction. International Journal of Computer Science and Information Security (IJCSIS)
  6. Deteksi Kesehatan Janin Menggunakan Decision Tree dan Feature Forward Selection. Building of Informatics, Technology and Science (BITS) 4 (3), 1658− 1664
  7. DIABETES MELLITUS ATTRIBUTE CLASSIFICATION USING THE NAIVE BAYES ALGORITHM BASED ON FORWARD SELECTION. Jurnal Teknologi Informasi Universitas Lambung Mangkurat (JTIULM) 7 (2), 167-174
  8. PREDIKSI SENTIMEN MASYARAKAT TERHADAP PENGGUNAAN VAKSIN COVID 19 MENGGUNAKAN RNN. Jurnal Informatika Upgris 8 (1)
  9. Pengelolaan Konten Digital Menggunakan Canva pada Industri Kecil Menengah Batik Semarangan. JUDIMAS 3 (1), 20-28
  10. 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
  11. Pengujian UI/UX dengan System Usability Scale dan Single Ease Question pada Aplikasi Pantau untuk Monitoring Perkembangan. Penanaman Tanaman di Lahan Hijau
  12. Proceeding Science and Engineering National Seminar 7 (1)
  13. Integration of Fuzzy Multi-Attribute Decision Making and Clustering Methods for Student Apprenticeship Recommendations. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  14. Peramalan Harga Saham Serentak Menggunakan Model Multivariate Singular Spectrum Analysis. JSINBIS (Jurnal Sistem Informasi Bisnis) 12 (1), 17-25
  15. Developing & Designing Smart City Profiling Framework. JSI: Jurnal Sistem Informasi (E-Journal) 14 (2)
  16. Penyuluhan & Implementasi OJS Journals Di SMA Negeri 3, Semarang. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 5 (3), 487-496
  17. Persepsi Mahasiswa Terhadap Formatif Evaluation Model (FEM) Sebagai Model Evaluasi Pembelajaran Berbasis Learning Management System (LMS). JSI: Jurnal Sistem Informasi (E-Journal) 14 (1)
  18. PELATIHAN DAN SIMULASI DATA MINING PADA SMA NEGERI 3 SEMARANG. Jurnal Pengabdian Masyarakat Information Technology 1 (1), 9-18
  19. Cypriot Journal of Educational Sciences. Sciences 17 (9), 2990-2998
  20. Pengembangan Aplikasi E-Marketplace UMKM Sektor Perikanan Menggunakan Metode Rapid Application Development. Syntax Literate; Jurnal Ilmiah Indonesia 7 (12), 19188-19202
  21. Classification of Lombok Pearls using GLCM Feature Extraction and Artificial Neural Networks (ANN). ILKOM Jurnal Ilmiah 14 (3), 209-217
  22. Deteksi Pornografi pada Karakter Animasi 2D dengan KNN (K-Nearest Neighbors) Menggunakan Fitur HSV. COMSERVA 2 (8), 1236-1250
  23. Gaussian Mixture Model in Dynamic Background of Video Sequences for Human Detection. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  24. Improving C4. 5 Algorithm Accuracy With Adaptive Boosting Method For Predicting Students in Obtaining Education Funding. Journal of Development Research 6 (2), 137-140
  25. Pelatihan SDM Sekolah KKM MA Mranggen dalam Pembuatan Konten Media Sosial untuk Branding Institusi sebagai Media Promosi PPDB. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 5 (3), 579-58
  26. Video Violence Detection Using LSTM and Transformer Networks Through Grid Search-Based Hyperparameters Optimization. International Journal of Safety & Security Engineering 12 (5)
  27. Deep Learning Model in Road Surface Condition Monitoring. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  28. Comparison of Clustering Methods for Health Clinic Stock Goods. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  29. Hybrid Neural Network and Evolutionary Model for Detection of Rice Plant Disease. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  30. Knn Algorithm For Foodstuff Classification Using Hsv Color Space And Feature Extraction. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  31. Digital Certificate Authentication with Three-Level Cryptography (SHA-256, DSA, 3DES). 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  32. Optimization Of Infant Birth Predictions During The Covid-19 Pandemic Using The Particle Swarm Optimization Based K-Nn Algorithm Method. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  33. 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)
  34. Impact Analysis of RGB Channels to the Quality of Imperceptibility in Image Steganography. 2022 5th International Conference on Information and Communications Technology (ICOIACT)
  35. Pendampingan Implementasi Sistem Perpustakaan Digital “Kebon Arum” untuk Desa Kebonan Kabupaten Boyolali. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 5 (2), 331-338
  36. Classification of Guarantee Types Using Leaf Feature Extraction with Minutiae and GLCM Using K-NN Method. Journal of Development Research 6 (1), 6-10
  37. Seam Cerving and Salient Detection for Thumbnail Photos. Journal of Development Research 6 (1), 16-21
  38. Classification of Toxic Plants on Leaf Patterns Using Gray Level Co-Occurrence Matrix (GLCM) with Neural Network Method. Journal of Development Research 6 (1), 1-5
  39. 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
  40. Deteksi Dini Covid-19 Melalui Citra CT-Scan Paru-Paru Menggunakan K-Nearest Neighbor dengan Komparasi Jarak. Jurnal Indonesia Sosial Teknologi 3 (03), 461-467
  41. Integration of Fuzzy Multi-Attribute Decision Making and Clustering Methods for Student Apprenticeship Recommendations. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  42. 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)
  43. Block-based Fragile Image Watermarking based on SVD-LSB and Chaos System. 2022 5th International Conference on Information and Communications Technology (ICOIACT)
  44. A rule-generation model for class imbalances to detect student entrepreneurship based on the Theory of Planned Behavior. Cybernetics and Information Technologies 22 (2), 160-178
  45. Imperceptible Improvement using Edge Area Selection for Robust Video Watermarking Using Tchebichef-Singular Value Decomposition.. International Journal of Intelligent Engineering & Systems 15 (2)
  46. Job stress, compensation, job dissatisfaction and turnover intention. 2nd International Conference on Industry 4.0 and Artificial Intelligence (ICIAI 2021)
  47. Improving C4. 5 Algorithm Accuracy With Adaptive Boosting Method For Predicting Students in Obtaining Education Funding. Journal of Development Research 6 (2), 137-140
  48. 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)
  49. Classification of Guarantee Types Using Leaf Feature Extraction with Minutiae and GLCM Using K-NN Method. Journal of Development Research 6 (1), 6-10
  50. Seam Cerving and Salient Detection for Thumbnail Photos. Journal of Development Research 6 (1), 16-21
  51. Classification of Toxic Plants on Leaf Patterns Using Gray Level Co-Occurrence Matrix (GLCM) with Neural Network Method. Journal of Development Research 6 (1), 1-5
  52. Review of automatic text summarization techniques & methods. Journal of King Saud University-Computer and Information Sciences
  53. Deteksi Dini Covid-19 Melalui Citra CT-Scan Paru-Paru Menggunakan K-Nearest Neighbor dengan Komparasi Jarak. Jurnal Indonesia Sosial Teknologi 3 (03), 461-467
  54. An Extractive Text Summarization based on Candidate Summary Sentences using Fuzzy-Decision Tree. International Journal of Advanced Computer Science and Applications(IJACSA)
  55. GLCM Based Locally Feature Extraction On Natural Image. Journal of Applied Intelligent System 7 (2), 128-134
  56. Prediction of Catfish Yield To Fulfill Community Needs Using Multiple Linear Regression Algorithm Method. Devotion Journal of Community Service 3 (13), 2146-2153
  57. Developing & Designing Smart City Profiling Framework. JSI: Jurnal Sistem Informasi (E-Journal) 14 (2)
  58. Prediction of Feed Quantity Using Multiple Linear Regression Algorithm for Clarias Farming. 2022 4th International Conference on Cybernetics and Intelligent System (ICORIS)
  59. Clarias Size Clustering to Determine Market Segmentation Using K-Means Algorithm. 2022 4th International Conference on Cybernetics and Intelligent System (ICORIS)
  60. Analisis Sentimen Masyarakat terhadap Layanan Shopeefood Melalui Media Sosial Twitter dengan Algoritma Naïve Bayes Classifier. vol 7, 14-25
  61. Persepsi Mahasiswa Terhadap Formatif Evaluation Model (FEM) Sebagai Model Evaluasi Pembelajaran Berbasis Learning Management System (LMS). JSI: Jurnal Sistem Informasi (E-Journal) 14 (1)
  62. PELATIHAN DAN SIMULASI DATA MINING PADA SMA NEGERI 3 SEMARANG. Jurnal Pengabdian Masyarakat Information Technology 1 (1), 9-18
  63. Cypriot Journal of Educational Sciences. Sciences 17 (9), 2990-2998
  64. Analisis Perbandingan Algoritma Naive Bayes Classifier dan Support Vector Machine untuk Klasifikasi Berita Hoax pada Berita Online Indonesia. JURNAL MASYARAKAT INFORMATIKA 13 (2), 85-98
  65. Implementation Of ETL E-Commerce For Customer Clustering Using RFM And K-Means Clustering. Jurnal Ilmiah Merpati 10 (3), 167-179
  66. Prediction of Feed Quantity Using Multiple Linear Regression Algorithm for Clarias Farming. 2022 4th International Conference on Cybernetics and Intelligent System (ICORIS)
  67. Clarias Size Clustering to Determine Market Segmentation Using K-Means Algorithm. 2022 4th International Conference on Cybernetics and Intelligent System (ICORIS)
  68. Component of Traffic Management System for Developing Countries: A Review. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  69. A Conceptual Paper: Model of Integrated Surveillance System of Tuberculosis Based on the Internet of Things (IoT) for Accelerating Indonesia Free Tuberculosis in 2030. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  70. AdaBoost Based C4. 5 Accuracy Improvement on Credit Customer Classification. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  71. PELATIHAN & SIMULASI CRACK VS HACK 1.0 DI SMA NEGERI 3 SEMARANG. Jurnal Layanan Masyarakat 6 (2)
  72. Sentiment Analysis of Community Response Indonesia Against Covid-19 on Twitter Based on Negation Handling. Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control
  73. Analisis Sentimen Masyarakat terhadap Layanan Shopeefood Melalui Media Sosial Twitter dengan Algoritma Naïve Bayes Classifier. vol 7, 14-25 7
  74. Prediksi Kata Kasar Berbahasa Indonesia menggunakan Machine Learning Berbasis Mobile Infrastructure. Transmisi: Jurnal Ilmiah Teknik Elektro 24 (2)
  75. Pengembangan dan Implementasi Docker untuk memaksimalkan utilitas Server Universitas pada Masa COVID-19. Transmisi: Jurnal Ilmiah Teknik Elektro 24 (2)
  76. PELATIHAN DAN SIMULASI DATA MINING PADA SMA NEGERI 3 SEMARANG. Jurnal Pengabdian Masyarakat Information Technology 1 (1), 9-18
  77. Analisis Perbandingan Algoritma Naive Bayes Classifier dan Support Vector Machine untuk Klasifikasi Berita Hoax pada Berita Online Indonesia. JURNAL MASYARAKAT INFORMATIKA 13 (2), 85-98
  78. Evaluation of Usability and User Experience of Oncodoc‘s M-Health Application for Early Detection of Cancer. Asian Pacific Journal of Cancer Prevention: APJCP 23 (12), 4169
  79. Long Short-Term Memory Algorithm for Stock Price Prediction. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  80. Brain tumor segmentation using multi-level Otsu thresholding and Chan-Vese active contour model. TELKOMNIKA (Telecommunication Computing Electronics and Control) 20 (4), 825-833
  81. Analisa Fitur Ekstraksi Ciri dan Warna Dalam Proses Klasifikasi Kematangan Buah Rambutan Berbasis K-Nearest Neighbor. SKANIKA: Sistem Komputer dan Teknik Informatika 5 (2), 177-189
  82. Ekstraksi Fitur Warna Dan Glcm Pada Algoritma Knn Untuk Klasifikasi Kematangan Rambutan. Jurnal Informatika Polinema 8 (3), 63-68
  83. Deteksi Kematangan Buah Pepaya Menggunakan Algoritma YOLO Berbasis Android. Jurnal Ilmiah Infokam 18 (2), 70-78
  84. Upaya Meningkatkan Volume Penjualan Menggunakan Digital Marketing Pada Umkm Kota Semarang. Jurnal Manajemen Dayasaing 23 (2), 90-96
  85. Testing the Budhara Digital Book Application (Borobudur Dalam Cerita). Journal of Applied Intelligent System 7 (3), 301-311
  86. Sistem Deteksi Surel SPAM Dengan DNSBL Dan Support Vector Machine Pada Penyedia Layanan Mail Marketing. Journal of Information System Research (JOSH) 3 (4), 618-625
  87. Analisis Sentimen Masyarakat terhadap Layanan Shopeefood Melalui Media Sosial Twitter dengan Algoritma Naïve Bayes Classifier. vol 7, 14-25 7
  88. Analisis Perbandingan Algoritma Naive Bayes Classifier dan Support Vector Machine untuk Klasifikasi Berita Hoax pada Berita Online Indonesia. JURNAL MASYARAKAT INFORMATIKA 13 (2), 85-98
  89. Face mask detection services of Covid19 monitoring system to maintain a safe environment using deep learning method. IOP Conference. Series: Earth and Environmental Science 969 (1), 012016