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AI for Nature Conservation and Natural Disaster

Ketika berbicara tentang penanggulangan bencana alam, AI meramalkan bencana seperti banjir dan gempa bumi dengan menganalisis data cuaca dan geospasial. Selain itu, teknologi ini mendukung manajemen evakuasi dengan optimalisasi rute dan pemantauan lalu lintas real-time. Dengan integrasi robotika dan drone, AI juga memberikan bantuan paska bencana melalui pencarian dan penyelamatan yang efisien. Secara keseluruhan, peran AI tidak hanya meningkatkan kemampuan pemantauan dan respons terhadap bencana alam tetapi juga memberikan fondasi yang kuat untuk pelestarian lingkungan secara berkelanjutan.

Member AI for Nature Conservation and Natural Disaster

Nama: Dr. RICARDUS ANGGI PRAMUNENDAR, S.Kom,. M.CS

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Nama: Prof. Dr. PULUNG NURTANTIO ANDONO, S.T., M.Kom

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Nama: Dr. GURUH FAJAR SHIDIK, S.Kom., M.Cs

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Nama: ERLIN DOLPHINA, SH, MM

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Nama: ARIS NURHINDARTO, M.Kom

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Nama: BUDI WIDJAJANTO, M.Kom

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Nama: YUPIE KUSUMAWATI, SE, M.Kom

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Nama: MUHAMMAD SYAIFUR ROHMAN, M.CS

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Nama: GALUH WILUJENG SARASWATI, M.CS

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Nama: NURUL ANISA SRI WINARSIH, S.Kom, M.Cs

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Nama: FILMADA OCKY SAPUTRA, M.Eng

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Nama: DEWI PERGIWATI, S.Kom., M.Kom

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Research Grant

AI for Nature Conservation and Natural Disaster

Dr. Guruh Fajar Shidik M.Cs

Klasifikasi jenis burung menggunakan metode support vector machine (SVM) berbasis Particle Swarm Optimization (PSO) untuk pelestarian fauna Indonesia

Dr. Ricardus Anggi Pramunendar M.Cs

Perbaikan Prediksi Gempa di Indonesia melalui Pendekatan Multi-Input Multi-Output dan Long Short-Term Memory berbasis Optimasi

Galuh Wilujeng Saraswati, M.Cs

Pengembangan Smart Monitoring pada Emisi Kendaraan Bermotor di Wilayah Perkotaan untuk Mengukur Tingkat Polusi Udara Berbasis Video Surveillance

Filmada Ocky Saputra, M.Eng

Metode Prediksi Indeks Kualitas Udara Mikro Berdasarkan Sensor Kualitas Udara Tertanam Menggunakan Internet of Things

Dewi Pergiwati,S.Kom., M.Kom

Klasifikasi Terumbu Karang Menggunakan Metode Support Vector Machine (SVM) Berbasis Particle Swarm Optimization (PSO) untuk Pelestarian Ekosistem Laut Indonesia

Nurul Anisa Sri Winarsih M.Cs

Ekstraksi Informasi Kebencanaan Indonesia Menggunakan Named Entity Recognition Dengan Algoritma Long Short-Term Memory Untuk Meningkatkan Kesadaran Situasi Bencana

Muhammad Syaifur Rohman, M.Cs

Penentuan Jalur terpendek dan teraman dalam managemen rantai pasokan untuk distribusi logistik bencana

List Publication

2024

  1. Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling untuk Class Imbalance. Teknologi Informasi dan Ilmu Komputer 10 (4), 899-908
  2. Gamelan Land: A Multiplayer Virtual Reality Game based on a Social Presence Approach. Journal of Metaverse 4 (1), 1-10
    Penerapan Database Redis Sebagai Optimalisasi Pemrosesan Kueri Data Pengguna Aplikasi SIRESMA Berbasis Laravel. Technomedia Journal 8 (3), 64-77

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2023

  1. IMPLEMENTATION OF LSTM (LONG SHORT TERM MEMORY) ALGORITHM TO PREDICT WEATHER IN CENTRAL JAVA. Jurnal Teknik Informatika (Jutif) 4 (6), 1347-1357
  2. Integrating Grey Wolf Optimizer for Feature Selection in Birdsong Classification Using K-Nearest Neighbours Algorithm. International Journal of Intelligent Engineering & Systems 16 (6)
  3. Strategi Komunikasi Dalam Pelayanan Masyarakat pada Anggota Kepolisian di Polres Klaten. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (3), 1074-1080
  4. 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)
  5. 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)
  6. A Bibliometric Analysis of Sarcasm Detection. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  7. Architecture development of middleware and API for IOT-based Red Onion farming. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  8. Penerapan Metode SAW untuk Perancangan SPK Penerimaan Karyawan Di PT Pinnacle Apparels. Journal on Pustaka Cendekia Informatika 1 (2), 01-07
  9. Graded fuzzy edge detection for imperceptibility optimization of image steganography. The Imaging Science Journal, 1-13
  10. Immersive and Challenging Experiences through A Virtual Reality Musical Instruments Game: An Approach to Gamelan Preservation. Journal of Metaverse 3 (1), 34-42
  11. Content Based Image Retrieval Berbasis Color Histogram Untuk Pengklasifikasian Ikan Koi Jenis Kohaku. JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) 8 (2), 616-626 13
  12. 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), 628-6343
  13. Gamifikasi berbasis Board Game untuk Mendukung Pembelajaran Bahasa Arab. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (2), 554-560 1
  14. 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
  15. Digital image steganography survey and investigation (goal, assessment, method, development, and dataset). Signal Processing 206, 108908
  16. KETERAMPILAN INTERPERSONAL. Penerbit Andi
  17. 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
  18. Pengantar Teknologi Informasi. Penerbit Andi
  19. Implementation Of Extreme Gradient Boosting Algorithm For Predicting The Red Onion Prices.Moneter: Jurnal Keuangan dan Perbankan 11 (1), 18-27
  20. DESIGN OF IOT AND ONION AGRICULTURE DATABASE USING BPR LIFE CYCLE. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 8-17
  21. Feature Selection on Gammatone Cepstral Coefficients for Bird Voice Classification Using Particle Swarm Optimization. International Journal of Intelligent Engineering & Systems 16 (1)
  22. Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity. Multimedia Tools and Applications 82 (3), 3561-3580
  23. Optimalisasi metode BPNN (Backpropagation Neural Network) menggunakan GA (Genetic Algorithm) dalam menentukan arah offset pada metode ekstraksi fitur GLCM (Gray Level Co-occurrence Matrices). BINA INSANI ICT JOURNAL 10 (2), 123-131
  24. Integrating Grey Wolf Optimizer for Feature Selection in Birdsong Classification Using K-Nearest Neighbours Algorithm. International Journal of Intelligent Engineering & Systems 16 (6)
  25. LDA Topic Analysis for Product Reviews in Social Media Platform. Moneter: Jurnal Keuangan dan Perbankan 11 (2), 277-283
  26. RFM Analysis for Customer Lifetime Value with PARETO/NBD Model in Online Retail Dataset. Moneter: Jurnal Keuangan dan Perbankan 11 (2), 284-290
  27. PENGEMBANGAN MODEL ANALISA DISKUSI TOPIC PRODUK MENGGUNAKAN LATENT DIRICHLET ALLOCATION PADA PLATFORM YOUTUBE. Prosiding Seminar Nasional Informatika 1 (1), 642-648
  28. PENGEMBANGAN MODEL ANALISA PELANGGAN MENGGUNAKAN CUSTOMER LIFETIME VALUE. Prosiding Seminar Nasional Informatika 1 (1), 594-598
  29. Optimasi Algoritma Random Forest menggunakan Principal Component Analysis untuk Deteksi Malware. Jurnal Teknologi Dan Sistem Informasi Bisnis 5 (3), 217-223
  30. Implementation of RFM method and K-Means algorithm for Customer Segmentation in E-Commerce with Streamlit. ILKOM Jurnal Ilmiah 15 (1), 32-44
  31. 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
  32. Character Recognition of Handwriting of Javanese Character Image using Information Gain Based on the Comparison of Classification Method. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (1), 193-200
  33. VGG16 Deep Learning Architecture Using Imbalance Data Methods For The Detection Of Apple Leaf Diseases. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 41-53
  34. Feature Selection on Gammatone Cepstral Coefficients for Bird Voice Classification Using Particle Swarm Optimization. International Journal of Intelligent Engineering & Systems 16 (1)
  35. The Influence of Technology, Policy, and Environmental Awareness on Energy Efficiency and Conservation in Industrial Estates in Tangerang City. West Science Nature and Technology 1 (02), 91-101
  36. Implementation of Digitalization of City Infrastructure for Improved Sustainability: Case Study on Smart City Project in Surabaya, Indonesia. West Science Nature and Technology 1 (02), 64-72
  37. Effects of Climate Change on Environmental Health in the Jakarta Metropolitan Area. West Science Nature and Technology 1 (02), 73-80
  38. Analisis Bibliometrik Kepemimpinan Inklusif dan Diversitas: Menilai Dampaknya pada Efektivitas Organisasi dan Inovasi. Jurnal Bisnis dan Manajemen West Science 2 (03), 272-282
  39. Fuzzy Smart Reward for Serious Game Activity Design. Scientific Journal of Informatics 10 (3), 271-286
  40. Pergerakan Non-Playable Character dalam Game Stealth Menggunakan Finite State Machine. EXPERT: Jurnal Manajemen Sistem Informasi dan Teknologi 13 (1), 01-06
  41. The Effect of Endorsement and Product Quality on Brand Image and Its Implication on Customer Loyalty of Fashion Product. JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi) 9 (1), 93-99
  42. Pelatihan dan Pendampingan Optimalisasi Web Desa Karangjati, Kec. Wonosegoro, Kab. Boyolali Menuju Desa Digital. Jurnal Nasional Pengabdian Masyarakat Ilmu Komputer (JNPMIK) 2 (2), 48-58
  43. Implementasi Website Desa Pucang, Bawang, Banjarnegara Untuk Promosi Desa Dan Peningkatan Layanan Publik. Jurnal Pengabdian kepada Masyarakat Nusantara 4 (4), 4570-4578
  44. AUTOMATIC WATERING SYSTEM BASED ON IOT-BASED PLANT SOIL MOISTURE ON LIME PLANTS. The International Conference on Computer Science and Engineering Technology Proceeding (ICCSET)
  45. SISTEM MONITORING SUHU DAN KELEMBABAN KANDANG AYAM BERBASIS INTERNET OF THINGS (IOT). Elkom: Jurnal Elektronika dan Komputer 16 (2), 278-285
  46. Helmet Detection Based on Cascade Classifier and Adaptive Boosting. Journal of Applied Intelligent System 8 (2), 121-128 1
  47. Design and Implementation mDPBL Teaching Approach to Improve Students’ Creative Thinking Skill. Journal of Education and Teaching (JET) 4 (1), 119-127
  48. Optimasi Model Algoritma Klasifikasi menggunakan Metode Bagging pada Stunting Balita. Edumatic: Jurnal Pendidikan Informatika 7 (2), 455-464
  49. Implementasi Algoritma Floyd Warshall Pada Aplikasi Dewan Masjid Indonesia (Dmi) Kota Semarang Untuk Menentukan Masjid Terdekat. Jurnal Informatika: Jurnal Pengembangan IT 8 (3), 199-206
  50. Peningkatan Urgensi Daerah Rawan Bencana melalui Analisis Geoparsing pada Berita Kebencanaan dengan Text Mining. Progresif: Jurnal Ilmiah Komputer 19 (2), 692-699
  51. SISTEM PERMOHONAN IJIN BERBASIS WEBSITE MENGGUNAKAN FRAMEWORK LARAVEL DENGAN METODOLOGI SCRUM. Jurnal Manajemen Informatika dan Sistem Informasi 6 (1), 100-113
  52. Pendampingan E-Rapot Tahfizta Versi 1 Tahun Ajaran 2021/2022. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (1), 116-121
  53. PENDAMPINGAN MANAJEMEN PENGELOLAAN SAMPAH RUMAH TANGGA DI KELURAHAN SAMBIROTO, KECAMATAN TEMBALANG, KOTA SEMARANG. BUDIMAS: JURNAL PENGABDIAN MASYARAKAT 5 (2)
  54. SISTEM PENJAGA AKREDITASI UNGGUL (SIGAUL) UNTUK MENDUKUNG PERENCANAAN STRATEGIS AKREDITASI FAKULTAS ILMU KOMPUTER. Teknika 8 (2), 25-31
  55. Metode MICE Support Vector Machine (MICE-SVM) untuk Klasifikasi Performance Mahasiswa Merdeka Belajar Kampus Merdeka. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1686-1697
  56. Implementasi Algoritma Floyd Warshall Pada Aplikasi Dewan Masjid Indonesia (Dmi) Kota Semarang Untuk Menentukan Masjid Terdekat. Jurnal Informatika: Jurnal Pengembangan IT 8 (3), 199-206
  57. Penerapan Arsitektur MVVM Pada Aplikasi Tanamin Untuk Mendeteksi Penyakit Tanaman Berbasis Android. Progresif: Jurnal Ilmiah Komputer 19 (2), 878-889
  58. Peningkatan Urgensi Daerah Rawan Bencana melalui Analisis Geoparsing pada Berita Kebencanaan dengan Text Mining. Progresif: Jurnal Ilmiah Komputer 19 (2), 692-699
  59. Performance Comparison of Convolutional Neural Network and MobileNetV2 for Chili Diseases Classification. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (4), 940-946
  60. Implementasi Digital Payment Gateway Midtrans Pada Sistem Agribisnis Di Temanggung (SIADIT). J-SAKTI (Jurnal Sains Komputer dan Informatika) 7 (1), 95-107
  61. SISTEM PERMOHONAN IJIN BERBASIS WEBSITE MENGGUNAKAN FRAMEWORK LARAVEL DENGAN METODOLOGI SCRUM. Jurnal Manajemen Informatika dan Sistem Informasi 6 (1), 100-113
  62. Pendampingan E-Rapot Tahfizta Versi 1 Tahun Ajaran 2021/2022. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (1), 116-121
  63. Implementasi Algoritma Floyd Warshall Pada Aplikasi Dewan Masjid Indonesia (Dmi) Kota Semarang Untuk Menentukan Masjid Terdekat. Jurnal Informatika: Jurnal Pengembangan IT 8 (3), 199-206
  64. Penggunaan Algoritme FP-Growth Untuk Mengetahui Pola Pembelian di Toko Kelontong. Progresif: Jurnal Ilmiah Komputer 19 (2), 834-843
  65. Peningkatan Urgensi Daerah Rawan Bencana melalui Analisis Geoparsing pada Berita Kebencanaan dengan Text Mining. Progresif: Jurnal Ilmiah Komputer 19 (2), 692-699
  66. SISTEM PERMOHONAN IJIN BERBASIS WEBSITE MENGGUNAKAN FRAMEWORK LARAVEL DENGAN METODOLOGI SCRUM. Jurnal Manajemen Informatika dan Sistem Informasi 6 (1), 100-113
  67. Pendampingan E-Rapot Tahfizta Versi 1 Tahun Ajaran 2021/2022. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (1), 116-121
  68. IMPLEMENTATION OF LSTM (LONG SHORT TERM MEMORY) ALGORITHM TO PREDICT WEATHER IN CENTRAL JAVA. Jurnal Teknik Informatika (Jutif) 4 (6), 1347-1357
  69. SISTEM PENJAGA AKREDITASI UNGGUL (SIGAUL) UNTUK MENDUKUNG PERENCANAAN STRATEGIS AKREDITASI FAKULTAS ILMU KOMPUTER. Teknika 8 (2), 25-31
  70. Pengelolaan Sampah Rumah Tangga Berbasis Aplikasi Pada Seluruh Bank Sampah Di Kecamatan Semarang Barat. Jurnal Pengabdian Multidisiplin 3 (2)
  71. Architecture development of middleware and API for IOT-based Red Onion farming. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  72. BUSINESS PROCESS REENGINEERING SUPPLY CHAIN MANAGEMENT SYSTEM BASED BLOCKCHAIN USING BPR LC. Jurnal Teknik Informatika (Jutif) 4 (2), 291-300
  73. Pendampingan E-Rapot Tahfizta Versi 1 Tahun Ajaran 2021/2022. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (1), 116-121
  74. Red Onion Customer Relationship Management System Business Process Design Using BPR LC Method. JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING 6 (2), 538-547
  75. Implementation Of Extreme Gradient Boosting Algorithm For Predicting The Red Onion Prices. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 18-27
  76. DESIGN OF IOT AND ONION AGRICULTURE DATABASE USING BPR LIFE CYCLE. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 8-17

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2022

  1. PENGEMBANGAN APLIKASI SISTEM INFORMASI RESIK BECIK (SIKECIK) BERBASIS WEB PADA RUMAH SAMPAH RESIK BECIK KELURAHAN KROBOKAN SEMARANG. BUDIMAS: JURNAL PENGABDIAN MASYARAKAT 4 (2), 595-599
  2. INOVASI AGRIBISNIS MENGGUNAKAN PRINSIP BISNIS CIRCULAR ECONOMY BERBASIS TEKNOLOGI TAMAN BUAH DESA SIDOMAKMUR. BUDIMAS: JURNAL PENGABDIAN MASYARAKAT 4 (2), 600-608
  3. Component of Traffic Management System for Developing Countries: A Review. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  4. End-to-end circular economy in onion farming with the application of artificial intelligence and internet of things.2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  5. Board Game Design for Conservation Organization: A study on the Board Game for Campaign on Indonesian Javan Hawk-Eagle Conservation Foundation. Journal of Games, Game Art, and Gamification 7 (1), 1-6
  6. Penerapan Metode K-Means Clustering Dalam Menganalisis Sentimen Masyarakat Terhadap K-Popers Pada Twitter. Progresif: Jurnal Ilmiah Komputer 18 (2), 201-210
  7. PENGEMBANGAN APLIKASI SISTEM INFORMASI RESIK BECIK (SIKECIK) BERBASIS WEB PADA RUMAH SAMPAH RESIK BECIK KELURAHAN KROBOKAN SEMARANG. BUDIMAS: JURNAL PENGABDIAN MASYARAKAT 4 (2), 595-599
  8. INOVASI AGRIBISNIS MENGGUNAKAN PRINSIP BISNIS CIRCULAR ECONOMY BERBASIS TEKNOLOGI TAMAN BUAH DESA SIDOMAKMUR. BUDIMAS: JURNAL PENGABDIAN MASYARAKAT 4 (2), 600-608
  9. Classification of Arabica Coffee Green Beans Using Digital Image Processing Using the K-Nearest Neighbor Method. Journal of Applied Intelligent System 7 (2), 111-119
  10. Penerapan Metode K-Means Clustering Dalam Menganalisis Sentimen Masyarakat Terhadap K-Popers Pada Twitter. Progresif: Jurnal Ilmiah Komputer 18 (2), 201-210
  11. Analisis Perbandingan Kinerja Metode Rekursif dan Metode Iteratif dalam Algoritma Linear Search. Komputika: Jurnal Sistem Komputer 11 (2), 143-150
  12. Penerapan Metode K-Means Clustering Dalam Menganalisis Sentimen Masyarakat Terhadap K-Popers Pada Twitter. Progresif: Jurnal Ilmiah Komputer 18 (2), 201-210
  13. Pelatihan Aplikasi Dewan Masjid Indonesia (Dmi) Kota Semarang Berbasis Ekonomi Umat. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 5 (1), 118-122
  14. CONVOLUTIONAL NEURAL NETWORK DALAM SISTEM DETEKSI HELM PADA PENGENDARA MOTOR. Seminar Nasional Teknologi dan Multidisiplin Ilmu (SEMNASTEKMU) 2 (1), 91-99
  15. PERBANDINGAN DAN KOMBINASI KINERJA ALGORITMA LEAST SIGNIFICANT BIT DENGAN PIXEL VALUE DIFFERENCING PADA STEGANOGRAFI CITRA WARNA. PROSIDING SNAST, E42-49
  16. Optimalisasi Potensi Desa Jatimakmur, Songgom, Brebes Melalui Pengembangan Web Desa. JUDIMAS 3 (1), 29-41
    Package Tracking Information System Enterprise Architecture Modeling Using TOGAF ADM. Sistemasi: Jurnal Sistem Informasi 11 (2), 291-306
  17. Gold Price Prediction Using Support Vector Regression. Journal of Applied Intelligent System 7 (1), 89-102
    Implementasi E-Commerce UMKM Desa Sambongrejo, Tunjungan, Blora untuk Meningkatkan Penjualan Produk. JUDIMAS 2 (2), 105-116
  18. Peran Kinerja Keuangan Sebagai Variabel Mediasi dalam Hubungan Antara Likuiditas, Solvabilitas dan Nilai Perusahaan. Jurnal Kewarganegaraan 6 (3)
  19. Upaya Meningkatkan Minat Beli Produk Kecantikan Melalui Peran Customer Review dan Harga (Studi Kasus Pengguna Shopee). Jurnal Kewarganegaraan 6 (3), 5111-5116 2
  20. Pengaruh Harga Dan Customer Review Terhadap Minat Beli Produk Mascara Maybelline pada Pengguna Shopee Mall Indonesia di Jakarta. Jurnal Kewarganegaraan 6 (3), 5061-5064
  21. Peningkatan Kemenangan Non-Playable Character dalam Permainan Triple Triad Menggunakan Alpha-Beta Pruning. Jurnal Komputasi 10 (1), 95-104
  22. Design of Hybrid Solar Power Plant for household Electricity Loads 1300 VA. International Journal of Basic and Applied Science 10 (4), 117-125
  23. Gaussian Mixture Model in Dynamic Background of Video Sequences for Human Detection. 2022 5th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)
  24. Hybrid Neural Network and Evolutionary Model for Detection of Rice Plant Disease. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  25. End-to-end circular economy in onion farming with the application of artificial intelligence and internet of things. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  26. Prediction of hourly solar radiation in Indonesia using LSTM. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  27. GLCM Feature Extraction and PCA for Tuberculosis Detection with Neural Network. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  28. Early Detection for Determinants of Risky Behavior in Cervical Cancer Cases through the C4. 5 Algorithm in Indonesia. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  29. Indonesian Traffic Signs Recognition Using Convolutional Neural Network. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  30. Impact Analysis of RGB Channels to the Quality of Imperceptibility in Image Steganography. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  31. Prediction Multiclass SVM dengan Optimize Parameter Grid Untuk Memprediksi Performance Student. Indonesian Journal of Informatics and Research 3 (1), 36-41
  32. Review of automatic text summarization techniques & methods. Journal of King Saud University-Computer and Information Sciences 34
  33. Melody Difficulty Classification using Frequent Pattern and Inter-Notes Distance Analysis. International Journal of Advanced Computer Science and Applications 13 (2)
  34. e-Health Intervention to Improving Quality Nutrition among Adolescents with Malnutrition. Advances in Dynamical Systems and Applications 17 (1), 135-156
  35. Bird Voice Classification Based on Combination Feature Extraction and Reduction Dimension with the K-Nearest Neighbor. International Journal of Intelligent Engineering & Systems 15 (1)
  36. Deteksi Karakter Hiragana Menggunakan Metode Convolutional Neural Network. Jurnal Nasional Pendidikan Teknik Informatika: JANAPATI 11 (3), 183-191
  37. 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
  38. Remove Blur Image Using Bi-Directional Akamatsu Transform and Discrete Wavelet Transform. Scientific Journal of Informatics 9 (2), 179-188
  39. Improved Pixel and Bit Confusion-Diffusion Based on Mixed Chaos and Hash Operation for Image Encryption. IEEE Access 10, 115143-115156
  40. Keypoints class distribution based entropy for weighting scheme on image classification. Journal of King Saud University-Computer and Information Sciences 34
  41. Texture feature extraction in grape image classification using k-nearest neighbor. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 6 (5), 768-775
  42. Video Violence Detection Using LSTM and Transformer Networks Through Grid Search-Based Hyperparameters Optimization. International Journal of Safety & Security Engineering 12 (5)
  43. Comparison of Acoustic Characteristic among Electronic, Human-Played and Robot-Played Demung. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  44. Component of Traffic Management System for Developing Countries: A Review. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  45. End-to-end circular economy in onion farming with the application of artificial intelligence and internet of things. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  46. Deep Learning Model in Road Surface Condition Monitoring. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  47. Aspect-Based Sentiment Analysis for Hotel Review Using LDA, Semantic Similarity, and BERT. International Journal of Intelligent Engineering & Systems 15 (5)
  48. Impact Analysis of RGB Channels to the Quality of Imperceptibility in Image Steganography. 2022 5th International Conference on Information and Communications Technology (ICOIACT)
  49. Block-based Fragile Image Watermarking based on SVD-LSB and Chaos System. 2022 5th International Conference on Information and Communications Technology (ICOIACT)
  50. Traditional Javanese Membranophone Percussion Play Formalization for Virtual Orchestra Automation. 2022 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)
  51. Optimization of Cross Diagonal Pixel Value Differencing and Modulus Function Steganography Using Edge Area Block Patterns. Cybernetics and Information Technologies 22 (2), 145-159 5
  52. Inverted LSB image steganography using adaptive pattern to improve imperceptibility. Journal of King Saud University-Computer and Information Sciences 34
  53. Persepsi Mahasiswa Terhadap Formatif Evaluation Model (FEM) Sebagai Model Evaluasi Pembelajaran Berbasis Learning Management System (LMS). JSI: Jurnal Sistem Informasi (E-Journal) 14 (1)
  54. Blind Write Protocol Throughput. Journal of Physics: Conference Series 2224 (1), 012074
  55. Pelatihan Pemanfaatan Google Form dalam Pendaftaran Ijin Usaha pada Petugas Pelayanan di Kelurahan Tanjung Mas Semarang Utara. ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 5 (1), 167-172
  56. Imperceptible Improvement using Edge Area Selection for Robust Video Watermarking Using Tchebichef-Singular Value Decomposition. International Journal of Intelligent Engineering & Systems 15 (2)
  57. Image Encryption using Double Layer Chaos with Dynamic Iteration and Rotation Pattern. International Journal of Intelligent Engineering & Systems 15 (2)
  58. Optimization Of Classification Results By Minimizing Class Imbalance On Decision Tree Algorithm. 2021 International Seminar on Machine Learning, Optimization, and Data Science (ISMODE)
  59. Cypriot Journal of Educational Sciences
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