Dr M. ARIEF SOELEMAN, M.Kom

Dosen Teknik Informatika

Fakultas Ilmu Komputer, Universitas Dian Nuswantoro, Kota Semarang

m.arief.soeleman@dsn.dinus.ac.id

Penelitian dan Pengabdian Eksternal

2022 – Rancang Bangun Sistem Pendeteksi Kekerasan terhadap Pedestrian berbasis CCTV Cerdas untuk Keamanan guna mendukung Smart City
2021 – Rancang Bangun Sistem Pendeteksi Kekerasan Terhadap Pedestrian Berbasis CCTV Cerdas Untuk Keamanan Guna Mendukung Smart City
2020 – PENDETEKSIAN OTOMATIS PADA JENIS IKAN INVASIF UNTUK MELINDUNGI HABITAT ASLI PERAIRAN INDONESIA
2019 – Rancang Bangun Sistem Pendeteksi Orang Jatuh Pada Smart Home Berbasis CCTV Untuk Living Assisted Dalam E-Health
2019 – Pendeteksian Otomatis Pada Jenis Ikan Invasif Untuk Melindungi Habitat Asli Perairan Indonesia
2018 – Rancang Bangun Sistem Pendeteksi Orang Jatuh Pada Smart Home Berbasis CCTV untuk Living Assisted Dalam E-Health

Pengalaman Penelitian dan Pengabdian External

2022 – Rancang Bangun Sistem Pendeteksi Kekerasan terhadap Pedestrian berbasis CCTV Cerdas untuk Keamanan guna mendukung Smart City
2021 – Rancang Bangun Sistem Pendeteksi Kekerasan Terhadap Pedestrian Berbasis CCTV Cerdas Untuk Keamanan Guna Mendukung Smart City
2020 – PENDETEKSIAN OTOMATIS PADA JENIS IKAN INVASIF UNTUK MELINDUNGI HABITAT ASLI PERAIRAN INDONESIA
2019 – Rancang Bangun Sistem Pendeteksi Orang Jatuh Pada Smart Home Berbasis CCTV Untuk Living Assisted Dalam E-Health
2019 – Pendeteksian Otomatis Pada Jenis Ikan Invasif Untuk Melindungi Habitat Asli Perairan Indonesia
2018 – Rancang Bangun Sistem Pendeteksi Orang Jatuh Pada Smart Home Berbasis CCTV untuk Living Assisted Dalam E-Health

Penelitian dan Pengabdian Internal

2023 – Pendampingan Posyandu Bougenville RW 03 Kelurahan Patemon dalam Pembuatan Aplikasi Administrasi Balita berbasis Website
2022 – Pendampingan Karang Taruna Malwapati untuk Pembuatan Konten Sosial Media dan Youtube Produk Usaha di Desa Banyumeneng Mranggen Demak
2022 – Pendampingan KKM MA Mrangen untuk pembuatan Konten Media Sosial sebagai Media Promosi Penerimaan Siswa Didik Baru

Penelitian Publish

2024 – Fotografi Produk dalam Pembuatan Media Promosi Untuk Hasil Kerajinan Bank Sampah Eling Resik Kel. Patemon Gunungpati Semarang. Palawa: Jurnal Pengabdian Kepada Masyarakat 2 (2), 38-43
2024 – Enhancing Machine Learning Accuracy in Detecting Preventable Diseases using Backward Elimination Method. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 115-123
2024 – Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling untuk Class Imbalance Jurnal Teknologi Informasi dan Ilmu Komputer 10 (4), 899-908
2023 – Enhancing Augmentation-Based Resnet50 for Car Brand Classification Journal of Applied Intelligent System 8 (3), 400-412
2023 – Conditional Matting For Post-Segmentation Refinement Segment Anything Model. Journal of Applied Intelligent System 8 (3), 310-319
2023 – 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
2023 – Peningkatan Akurasi Pembacaan Lembar Jawaban Komputer dengan Memperbaiki Ketidaksimetrisan Citra Hasil Pemindaian Menggunakan Transformasi Homografi JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1635-1645
2023 – Pemanfaatan Sistem Administrasi Balita (SiaBa) untuk Pengelolaan Data Posyandu Bougenville Patemon Gunungpati Semarang ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (3), 805-812
2023 – 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)
2023 – Color Improvement in Underwater Image using Polynomial Equation and Image Dehazing Algorithm 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
2023 – 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)
2023 – 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)
2023 – Scabies Skin Classification Using SVM Method With GLCM Feature Extraction 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
2023 – 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)
2023 – KNN Algorithm Optimization in GLCM-Based Beef and Pork Image Classification. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
2023 – Antlion Optimizer Algorithm Modification for Initial Centroid Determination in K-means Algorithm. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (4), 870-883
2023 – PENERAPAN ADABOOST UNTUK METODE NAIVE BAYES DALAM MENGKLASIFIKASI KUALITAS PEMBIAYAAN NASABAH BANK SIPTEK: Seminar Nasional Inovasi dan Pengembangan Teknologi Pendidikan 1 (1)
2023 – 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
2023 – Pembekalan Branding Industri dengan Pemanfatan Teknik Logo sebagai Media Promosi Produk UMKM Kelurahan Tanjung Mas Semarang ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 6 (2), 365-371
2023 – 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
2023 – Hybrid Top-K Feature Selection to Improve High-Dimensional Data Classification Using Naïve Bayes Algorithm. Scientific Journal of Informatics 10 (2)
2023 – Customer Segmentation with RFM Model using Fuzzy C-Means and Genetic Programming. MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer
2023 – 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
2023 – 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
2023 – 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
2023 – Medical Image Registration at Pap Smear for Early Identification of Cervical Cancer
2023 – Comparison Of Arrival Classification Of Outpatient Patients Based On Appointment Using Adaboost And Random Undersampling Methods
2022 – Deteksi Pornografi pada Karakter Animasi 2D dengan KNN (K-Nearest Neighbors) Menggunakan Fitur HSV
2022 – Gaussian Mixture Model in Dynamic Background of Video Sequences for Human Detection
2022 – Hybrid Neural Network and Evolutionary Model for Detection of Rice Plant Disease 2022 – Semantic segmentation of pendet dance images using Multires U-Net Architecture
2022 – Classification of lombok pearls using GLCM feature extraction and Artificial Neural Networks (ANN)
2022 – Video Violence Detection Using LSTM and Transformer Networks Through Grid Search-Based Hyperparameters Optimization
2022 – Pelatihan SDM Sekolah KKM MA Mranggen dalam Pembuatan Konten Media Sosial untuk Branding Institusi sebagai Media Promosi PPDB Handwritten Recognition
2021 – Character Recognition of Handwriting of Javanese Character Image using Information Gain Based on the Comparison of Classification Method
2018 – Improving Convolutional Neural Network Based on Hyperparameter Optimization Using Variable Length Genetic Algorithm for English Digit