Teknik Informatika - S1 • Ilmu Komputer
Berdasarkan Tahun Angkatan Mahasiswa
Berdasarkan Tahun Angkatan Mahasiswa
| Judul Penelitian | Tahun | Lokasi | Peran |
|---|---|---|---|
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Performance Improvement of the Faster R-CNN Model Using ResNet Architecture and Data Augmentation for Indonesian Sign Language (BISINDO) Detection
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2025 | - | Anggota |
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Performance Improvement of the Faster R-CNN Model Using ResNet Architecture and Data Augmentation for Indonesian Sign Language (BISINDO) Detection
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2025 | Semarang | Anggota |
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BREAST-Net: Pengembangan Metode Baru Bottleneck Residual Ensemble Attention Swin Transformer untuk Klasifikasi Citra Histopatologi Kanker Payudara pada Dataset Tidak Seimbang
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2025 | - | Ketua |
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OPTIMALISASI YOLO DALAM DEEP LEARNING UNTUK DETEKSI PENYAKIT KULIT
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2025 | SEMARANG | Anggota |
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IDSS-Net: Pengembangan Metode Baru Convolutional Neural Network untuk Deteksi Dini Penyakit Kanker Kulit Berbasis Incremental Dilated and Depthwise Separable Convolutions
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2024 | Kota Semarang | Anggota |
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Optimasi Model Deep Learning dengan Modifikasi Fungsi Aktivasi untuk Deteksi dan Klasifikasi Penyakit Kanker Payudara pada Citra Histopatologi
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2024 | - | Ketua |
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Peningkatan Keberagaman Data Menggunakan SMOTE-ENN untuk Klasifikasi Diagnosis Penyakit Diabetes Berbasis Stacking Ensemble Learning
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2024 | - | Ketua |
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Pengembangan Model Deep Learning untuk Klasifikasi Citra Sub Kanker Kelenjar Getah Bening Non Hodgkin
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2024 | - | Anggota |
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IMPLEMENTASI DETEKSI OBJEK MENGGUNAKAN METODE YOLO UNTUK MENYENSOR OTOMATIS PRODUK ROKOK
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2024 | - | Anggota |
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Ensemble Deep Learning dengan Penanganan Data Imbalance untuk Deteksi Dini Penyakit Kanker Kulit Pada Citra Dermoskopi
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2023 | Semarang | Ketua |
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Optimalisasi Algoritma Machine Learning dengan Seleksi Fitur pada Kasus Deteksi Malware
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2023 | - | Ketua |
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DETEKSI MALWARE BERBASIS MACHINE LEARNING
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2023 | UNIVERSITAS DIAN NUSWANTORO | Anggota |
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Sistem Sintesis Ujaran Beremosi Bahasa Indonesia Dengan Visualisasi Menggunakan Metode Berbasis Aturan Sebagai Media Pembelajaran Mandiri Bagi Siswa Tuna Rungu Wicara
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2018 | Semarang | Anggota |
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Sistem Sintesis Ujaran Beremosi Bahasa Indonesia Dengan Visualisasi Menggunakan Metode Berbasis Aturan Sebagai Media Pembelajaran Mandiri Bagi Siswa Tuna Rungu Wicara
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2017 | Semarang | Anggota |
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Aplikasi Sintesis Ujaran Berekspresif (Expressive Text To Speech) Bahasa Indonesia Menggunakan Hidden Markov Model Untuk Mendukung Industri Kreatif Nasional
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2016 | Semarang | Anggota |
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Rancang bangun sistem pendeteksi kekerasan terhadap pedestrian berbasis CCTV cerdas untuk keamanan guna mendukung smart city
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2021 | - | Anggota |
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Penentuan Kualitas Kayu Kelapa Berbasis Citra Digital Menggunakan Jaringan Syaraf Tiruan dan Algoritma Genetika
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2014 | - | Anggota |
| Judul Pengabdian | Tahun | Lokasi | Peran |
|---|---|---|---|
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PENINGKATAN KOMPETENSI TIK SISWA SMA MELALUI PELATIHAN PEMBUATAN WEBSITE PEMBELAJARAN DI SMA MARDISISWA SEMARANG
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2026 | - | Anggota |
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EDUKASI DAN SOSIALISASI APLIKASI BERBASIS MOBILE UNTUK DETEKSI PENYAKIT KULIT DI STIKES TELOGOREJO SEMARANG
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2025 | STIKES Tlogorejo | Ketua |
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Pendampingan penggunaan software aplikasi sebagai pendukung menjalankan hidup sehat di lingkungan panti asuhan
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2024 | - | Anggota |
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Pelatihan Teknik Desain Dan Layout E-Book Untuk Pembelajaran Untuk Guru Dan Dosen Pada Rumah Diklat Indonesia
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2021 | - | Anggota |
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Pelatihan Penggunaan Microsoft Excel dengan Aplikasi Screen Reader JAWS Bagi Tunanetra Untuk Meningkatkan Kemampuan dalam Pengelolaan Administrasi dalam Berwirausaha
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2019 | Universitas Dian Nuswantoro | Anggota |
| Judul Publikasi | Tahun | Jurnal / Penerbit | Sumber |
|---|---|---|---|
| Pendampingan bagi Siswa–Siswi MI Miftahul Hidayah dalam Perilaku Hidup Bersih dan Sehat untuk Deteks | 2026 | ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 9 (1), 116-122, 2026 | SINTA |
| Pendampingan Penggunaan Software Aplikasi Sebagai Pendukung Menjalankan Perilaku Hidup Sehat di Ling | 2026 | ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 8 (1), 22-27, 2025 | SINTA |
| Pendampingan bagi Siswa – Siswi MI Miftahul Hidayah dalam Perilaku Hidup Bersih dan Sehat untuk Dete | 2026 | Universitas Dian Nuswantoro | SISTER |
| Pendampingan Penggunaan Software Aplikasi Sebagai Pendukung Menjalankan Perilaku Hidup Sehat di Ling | 2026 | ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 8 (1), 22-27, 2025 | SINTA |
| LAStER: Lexical Data Augmentation with Stacking Ensembles for Robust Emotion Detection in Low-Resour | 2025 | International Journal of Intelligent Engineering and Systems | SINTA |
| Enhancing Skin Cancer Classification Performance Using SMOTE RENN: A Hybrid Resampling Approach | 2025 | IEEE | SISTER |
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Combining YCbCr and HSV Color Features for Neonatal Jaundice Classification Using XGBoost
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2025 | 2025 International Seminar on Application for Technology of Information and …, 2025 | SINTA |
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Enhancing Skin Cancer Classification Performance Using SMOTE-RENN: A Hybrid Resampling Approach
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2025 | 2025 International Seminar on Application for Technology of Information and …, 2025 | SINTA |
| Vision Transformer for Pneumonia Classification with Grad-CAM Explainability | 2025 | Journal of Applied Informatics and Computing | SINTA |
| Mitigating Class Imbalance in DDoS Detection: The Impact of Random Over Sampling on Machine Learning | 2025 | ELKHA : Jurnal Teknik Elektro | SINTA |
| Bibliometric-enhanced Systematic Literature Review of EEG in Education: Learning Concepts, Computati | 2025 | - | SISTER |
| Performance Improvement of the Faster R-CNN Model Using ResNet Architecture and Data Augmentation fo | 2025 | International Seminar on Application for Technology of Information and Communication (iSemantic) | SINTA |
| Detection and Localization of Brain Tumors on MRI Images Using the YOLO Algorithm | 2025 | Journal of Applied Informatics and Computing | SINTA |
| Development of a Smartphone-Based Cataract Detection System Using YOLOv10x and Ionic Framework with | 2025 | 2025 International Conference on Smart Computing Iot and Machine Learning Siml 2025 | SINTA |
| Performance Evaluation of YOLOv8 Models for Multi-Class Skin Lesion Detection from Dermoscopic Image | 2025 | 2025 International Conference on Smart Computing Iot and Machine Learning Siml 2025 | SINTA |
| YOLOv10x Model for Accurate First Detection of Skin Diseases from Dermoscopic Objects | 2025 | 2025 International Conference on Smart Computing Iot and Machine Learning Siml 2025 | SINTA |
| Edukasi dan Sosialisasi Aplikasi Berbasis Mobile untuk Deteksi Dini Penyakit Kulit di STIKES Telogor | 2025 | ABDIMASKU : JURNAL PENGABDIAN MASYARAKAT | SINTA |
| A Bibliometric Review of Deep Learning Approaches in Skin Cancer Research | 2025 | Computation | SINTA |
| Pendampingan Penggunaan Software Aplikasi Sebagai Pendukung Menjalankan Perilaku Hidup Sehat di Ling | 2025 | ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 8 (1), 22-27, 2025 | SINTA |
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Region of Interest-Based Breast Cancer Detection with Oversampling Technique
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2025 | Ingénierie des Systèmes d'Information | SINTA |
| iLDA: A new dimensional reduction method for non-Gaussian and small sample size datasets | 2024 | Egyptian Informatics Journal | SINTA |
| Optimization Chatbot Services Based on DNN-Bert for Mental Health of University Students | 2024 | Journal of Applied Informatics and Computing | SINTA |
| Comparative Analysis of YOLOv5 and YOLOv8 Cigarette Detection in Social Media Content | 2024 | Scientific Journal of Informatics 11 (2), 341-352, 2024 | SINTA |
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Pelatihan Digital Marketing Bagi Ibu-ibu PKK sebagai Upaya Mendukung Pertumbuhan Womenpreneur
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2024 | Abdimasku | SINTA |
| Comparative Analysis of YOLOv5 and YOLOv8 Cigarette Detection in Social Media Content | 2024 | Scientific Journal of Informatics (SJI) | SINTA |
| Comparative Analysis of YOLOv5 and YOLOv8 Cigarette Detection in Social Media Content | 2024 | Scientific Journal of Informatics (SJI) | SINTA |
| Pendampingan Aplikasi OncoDoc Untuk Mendeteksi Potensi Kanker Bagi Warga Kelurahan Tegalsari Semaran | 2024 | Community: Jurnal Pengabdian Pada Masyarakat 4 (1), 14-20, 2024 | SINTA |
| Pendampingan Penggunaan Media Pembelajaran Game Edukasi" Code. org" bagi Siswa SMP Ibu Kartini Semar | 2024 | ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 7 (1), 9-14, 2024 | SINTA |
| Malware Detection Using K-Nearest Neighbor Algorithm and Feature Selection | 2024 | JURNAL MEDIA INFORMATIKA BUDIDARMA | SISTER |
| Performance Comparison of k-Nearest Neighbor Algorithm with Various k Values and Distance Metrics fo | 2024 | JURNAL MEDIA INFORMATIKA BUDIDARMA | SISTER |
| Deep Learning Model for Unmanned Aerial Vehicle-based Object Detection on Thermal Images | 2023 | International Information and Engineering Technology Association | SINTA |
| Two-Stage Input-Space Image Augmentation and Interpretable Technique for Accurate and Explainable Sk | 2023 | Computation | SINTA |
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Time-Scale Modification Phase Vocoder for Accent Recognition
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2023 | - | SISTER |
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Rainfall Prediction using Neural Network Model with Autocorrelation Function and Correlation Analysi
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2023 | - | SISTER |
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Performance Evaluation of Oversampling Methods on Deep Learning-Based Skin Cancer Classification
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2023 | - | SISTER |
| MENAVIGASI DUNIA DIGITAL DENGAN MENINGKATKAN LITERASI OFFICE, TI, DAN INTERNET DI KALANGAN SISWA-SIS | 2023 | LPPM Universitas Dian Nuswantoro Semarang | SISTER |
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Pemanfaatan Algoritma K-Means untuk Membuktikan Implementasi Undang-Undang Pelanggaran Hukum Korupsi
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2023 | Jurnal Informatika: Jurnal pengembangan IT (JPIT) | SISTER |
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Menavigasi Dunia Digital dengan Meningkatkan Literasi Office, TI, dan Internet di Kalangan Siswa-Sis
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2023 | ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (2), 628-634, 2023 | SINTA |
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Performance Improvement of Random Forest Algorithm for Malware Detection on Imbalanced Dataset using
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2023 | JURNAL INFORMATIKA : JURNAL PENGEMBANGAN IT | SINTA |
| Menavigasi Dunia Digital dengan Meningkatkan Literasi Office, TI, dan Internet di Kalangan Siswa-Sis | 2023 | Abdimasku: Jurnal Pengabdian Masyarakat 6 (2), 628-634, 2023 | SINTA |
| Menavigasi Dunia Digital dengan Meningkatkan Literasi Office, TI, dan Internet di Kalangan Siswa-Sis | 2023 | ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (2), 628-634, 2023 | SINTA |
| Menavigasi Dunia Digital dengan Meningkatkan Literasi Office, TI, dan Internet di Kalangan Siswa-Sis | 2023 | ABDIMASKU: Jurnal Pengabdian Kepada Masyarakat | SINTA |
| Adopting Machine Learning in Demographic Filtering for Movie Recommendation System | 2023 | Journal of Soft Computing and Data Mining 4 (1), 1-12, 2023 | SINTA |
| Menavigasi Dunia Digital dengan Meningkatkan Literasi Office, TI, dan Internet di Kalangan Siswa-Sis | 2023 | Abdimasku: Jurnal Pengabdian Masyarakat 6 (2), 628-634, 2023 | SINTA |
| Clickbait Detection in Indonesian News Title with Gray Unbalanced Class Based on BERT | 2023 | Journal of Advances in Information Technology | SINTA |
| Deteksi Malware menggunakan Metode Stacking berbasis Ensemble | 2023 | Deteksi Malware menggunakan Metode Stacking berbasis Ensemble | SINTA |
| Clickbait Detection in Indonesian News Title with Gray Unbalanced Class Based on BERT | 2023 | Journal of Advances in Information Technology | SINTA |
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Keypoints class distribution based entropy for weighting scheme on image classification
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2022 | Journal of King Saud University - Computer and Information Sciences | SISTER |
| Video Violence Detection Using LSTM and Transformer Networks Through Grid Search-Based Hyperparamete | 2022 | International Journal of Safety and Security Engineering | SINTA |
| Application of Grayscale Co-occurrence Matrix (GLCM) Method for Classification of Quality Type of Gu | 2022 | IEEE | SINTA |
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Experimental Evaluation of Resampling Algorithms on the Imbalance Violence Video Detection
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2022 | International Journal of Engineering Trends and Technology (IJETT) | SISTER |
| Experimental Evaluation of Resampling Algorithms on the Imbalance Violence Video Detection | 2022 | International Journal of Engineering Trends and Technology | SINTA |
| The Use of Cluster Computing and Random Forest Algoritm for Flight Delay Prediction | 2022 | International Journal of Computer Science and Information Security (IJCSISÂ …, 2022 | SINTA |
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An Empirical Study of CNN-LSTM on Class Imbalance Datasets for Violence Video Detection
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2022 | IEEE | SISTER |
| The Use of Cluster Computing and Random Forest Algorithm for Flight Delay Prediction | 2022 | International Journal of Computer Science and Information Security (IJCSIS) | SISTER |
| Hybrid Method of Selection Features to Improve Performance of Covid-19 Classification | 2022 | 2022 International Seminar on Application for Technology of Information and Communication: Technolog | SINTA |
| Hybrid Method of Selection Features to Improve Performance of Covid-19 Classification | 2022 | 2022 International Seminar on Application for Technology of Information and Communication: Technolog | SINTA |
| Performance Evaluation of Random Forest Algorithm in Cluster Environment | 2021 | International Journal of Computer Science and Information Security (IJCSIS) | SINTA |
| Hybrid Method Based on Stacking for Sentiment Analysis of Indonesian Tweet Responding to COVID-19 Pa | 2021 | Proceedings - 2021 International Seminar on Application for Technology of Information and Communicat | SINTA |
| Clustered Logistic Regression Algorithm for Flight Delay Prediction | 2021 | International Journal of Computer Science and Information Security (IJCSIS) | SINTA |
| Pelatihan Penggunaan Aplikasi Screen Reader JAWS Bagi Tunanetra Untuk Meningkatkan Kemampuan Dalam P | 2019 | - | SINTA |
| Developing BacaBicara: An Indonesian Lipreading System as an Independent Communication Learning for | 2019 | International Journal of Emerging Technologies in Learning (iJET) | SISTER |
| Video object segmentation applying spectral analysis and background subtraction | 2015 | Journal of Theoretical and Applied Information Technology | SISTER |
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Multi color feature, background subtraction and time frame selection for fire detection
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2013 | International Conference on Robotics, Biomimetics, Intelligent Computational Systems, ROBIONETICS | SINTA |
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An Improve Technique of Color Histogram in Image Clustering Using Image Matting
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2013 | Journal of Theoretical and Applied Information Technology (JATIT) | SISTER |
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Auto Level Color Correction for Underwater Image Matching Optimization
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2013 | International Journal of Computer Science and Network Security (IJCSNS) | SINTA |
| Performance Enhancement of Image Clustering Using Singular Value Decomposition in Color Histogram Co | 2012 | International Journal of Computer and Communication Engineering (IJCCE) | SISTER |
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Penerapan Metode Average Gain, Threshold Pruning dan Cost Complexity Pruning untuk Split Atribut pad
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- | Journal of Intelligent Systems 1 (2), 91-97, 2015 | SINTA |
| Judul HKI | Tanggal | Penerbit / Pemberi Paten |
|---|---|---|
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Peningkatan Kompetensi TIK Siswa SMA Melalui Pelatihan Pembuatan Website Pembelajaran di SMA Mardisi
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2026-01-08 | - |
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Edukasi dan Sosislisasi Aplikasi Berbasis Mobile untuk Deteksi Penyakit Kulit di Stikes Tlogorejo Se
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2025-10-08 | Stikes Tlogorejo Semarang |
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Peningkatan Keberagaman Data Menggunakan SMOTE-ENN Untuk Klasifikasi Diagnosis Penyakit Diabetes Ber
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2025-07-14 | Universitas Dian Nuswantoro |
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Perbaikan Kualitas Citra dengan Pendekatan Twofold Transformation Berbasis Guided Filtering untuk Me
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2025-07-14 | Universitas Dian Nuswantoro |
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Aplikasi Deteksi Jenis Penyakit Kulit “Lesions Detector”
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2025-03-03 | - |
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Pendampingan Penggunaan Software Aplikasi Sebagai Pendukung Menjalankan Perilaku Hidup Sehat Di Ling
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2024-10-22 | - |
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Aplikasi Penyensoran Objek Rokok “YOLO-CIGCEN”
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2024-03-20 | Universitas Dian Nuswantoro |
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Pendampingan Penggunaan Aplikasi Kesehatan Onkologi Berbasis Mobile Di RW 02, Kelurahan Tegalsari, K
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2024-03-14 | Kementrian Hukum dan Hak Asasi Manusia |
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Modul Kumpulan Pembelajaran Digital Marketing Untuk Ibu-Ibu Pemberdayaan Kesejahteraan Keluarga
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2024-01-14 | Universitas Dian Nuswantoro |
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Aplikasi SMaD KNN
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2023-11-28 | LPPM Universitas Dian Nuswantoro |
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Aplikasi SMaD 1 (Smart Malware Detection Versi 1)
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2023-11-28 | LPPM Universitas Dian Nuswantoro |
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Pemilihan Atribut Dengan Information Gain Pada Algoritma Neural Network Dalam Prediksi Kelulusan Mah
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2023-08-30 | - |
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Optimasi Parameter Grid Search Dan Evolutionary Pada Algoritma Neural Network
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2022-12-18 | - |
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Model Video Klasifikasi Kekerasan Berbasis Metode CNN-LSTM
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2021-11-11 | - |