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PROFIL DOSEN

Foto M. Arief Soeleman

Dr. M. Arief Soeleman, M.Kom.

Sistem Informasi - S1 • Ilmu Komputer

NIDN
0628027101
NPP
0686.11.1996.081
Status Staff
Aktif
Home Base
A12
Golongan
-
Jabatan Fungsional
Lektor Kepala
Email
m.arief.soeleman@dsn.dinus.ac.id
ARIEF22208@GMAIL.COM
Indeks Publikasi
Sinta ID
6724056
Sinta Score
2471
H-Index Google
15
H-Index Scopus
9
Statistik Perwalian

Berdasarkan Tahun Angkatan Mahasiswa

Total Keseluruhan: 231 Mahasiswa

22

S-1

209

S-2
Statistik Bimbingan

Berdasarkan Tahun Angkatan Mahasiswa

Total Keseluruhan: 27 Mahasiswa

6

S-1

14

S-2

7

S-3
Jadwal Mengajar
KECERDASAN BUATAN
Kel: A11.4511 3 SKS
JUMAT, 12.30-15.00 • R. Kulino
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VISI KOMPUTER LANJUT
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VISI KOMPUTER LANJUT
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RABU, 09.30-12.00 • R.
Realisasi RPS
Seluruh Sesi Kuliah Aktif
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Penelitian
Judul Penelitian Tahun Lokasi Peran
Performance Improvement of the Faster R-CNN Model Using ResNet Architecture and Data Augmentation for Indonesian Sign Language (BISINDO) Detection
 2025 - Anggota
Performance Improvement of the Faster R-CNN Model Using ResNet Architecture and Data Augmentation for Indonesian Sign Language (BISINDO) Detection
 2025 Semarang Anggota
Rancang bangun sistem pendeteksi kekerasan terhadap pedestrian berbasis CCTV cerdas untuk keamanan guna mendukung smart city
 2022 Semarang Ketua
PENDETEKSIAN OTOMATIS PADA JENIS IKAN INVASIF UNTUK MELINDUNGI HABITAT ASLI PERAIRAN INDONESIA
 2020 Jawa Tengah Anggota
Pelacakan Obyek Bergerak (Motion Tracking) Pada Video Tagging Berbasis Pembelaja
 2014 -
Rancang bangun sistem pendeteksi kekerasan terhadap pedestrian berbasis CCTV cerdas untuk keamanan guna mendukung smart city
 2022 Semarang Ketua
Rancang bangun sistem pendeteksi kekerasan terhadap pedestrian berbasis CCTV cerdas untuk keamanan guna mendukung smart city
 2021 - Ketua
PENDETEKSIAN OTOMATIS PADA JENIS IKAN INVASIF UNTUK MELINDUNGI HABITAT ASLI PERAIRAN INDONESIA
 2019 - Anggota
Rancang bangun sistem pendeteksi kekerasan terhadap pedestrian berbasis CCTV cerdas untuk keamanan guna mendukung smart city
 2022 - Ketua
Computer-Aided Diagnosis (CAD) of Stroke in The Brain CT-Scan Images Using Integration of Grey Level Co-Occurrence Matrix (GLCM) Texture Feature Extraction And K-Nearest-Neighbour (KNN) Classification
 2024 - Anggota
Pengabdian
Judul Pengabdian Tahun Lokasi Peran
Pendampingan KKM MA Mranggen untuk pembuatan konten medsos sebagai media promosi Penerimaan Siswa Didik Baru
 2022 - Anggota
Program Ipteks Bagi Masyarakat ( IbM ) Pelatihan Pembuatan Motion Graphic Sebagai Media Penyuluhan Kesehatan Pada Mahasiswa Pasca Sarjana Fakultas Kesehatan Masyarakat UNDIP
 2021 Pasca Sarjana Fakultas Kesehatan Masyarakat UNDIP Anggota
Program Ipteks Bagi Masyarakat ( IbM ) Pelatihan Media Pembelajaran Bagi Guru SMK Ibu Kartini Semarang
 2018 SMK Ibu Kartini Semarang Ketua
Program Ipteks Bagi Masyarakat (IbM) Pelatihan Media Pembelajaran Bagi Guru SMK Ibu Kartini Semarang
 2018 SMK KARTINI SEMARANG Ketua
Program Ipteks Bagi Masyarakat ( IbM ) Pelatihan Media Pembelajaran Bagi Guru SMK Ibu Kartini Semarang
2018 SMK Ibu Kartini Semarang Anggota
Publikasi
Judul Publikasi Tahun Jurnal / Penerbit Sumber
Factorial evaluation of DICOM harmonization and clinically constrained augmentation for multi-vendor 2026 Informatics in Medicine Unlocked SINTA
Analisis Komparatif Clahe Dan Gamma Pada Deteksi Transportasi Low-Light Berbasis Yolov8 2026 Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK) SISTER
Improvement Deep Learning Model for Batik Classification Used EfficientNetB2 and Augmentation Data
 2026 Jurnal Teknik Informatika (Jutif) 7 (4), 4035-4051, 2026 SINTA
Data-driven Clustering of Stroke EEG Patterns Using Statistical Time-domain 2026 International Journal of Intelligent Engineering and Systems SINTA
A reliability-aware analytics framework for multi-vendor Tuberculosis screening from chest radiograp 2026 Healthcare Analytics SINTA
Classification of Banana Leaf and Ornamental Plant Diseases Using Gray Level Co-occurrence Matrix ( 2026 Jurnal Teknik Informatika (JUTIF) SISTER
Classification of Banana Leaf and Ornamental Plant Diseases Using Gray Level Co-occurrence Matrix (G 2026 Jurnal Teknik Informatika (Jutif) 7 (3), 2480-2490, 2026 SINTA
A Mid-Level Feature Fusion Framework Integrating PHLF and VGG16 for Robust Batik Pattern Detection 2026 International Journal of Advanced Computer Science and Applications SINTA
A Robust Intelligent CNN Model Enhanced with Gabor-Based Feature Extraction, SMOTE Balancing, and Ad 2026 Journal of Imaging SINTA
Enhancing Diagnostic Accuracy of Polycystic Ovary Syndrome Classification in Ultrasound Images Using 2026 Jurnal Teknik Informatika SISTER
Optimizing Stroke Prediction Using Backward Elimination and SMOTE with C4. 5 and K-Nearest Neighbors
 2026 Journal of Information Systems and Informatics 8 (2), 2529-2549, 2026 SINTA
Machine Learning Approaches for Pharmaceutical Demand Forecasting: A Bibliometric and Systematic Rev 2026 Ingenierie Des Systemes D Information SINTA
Pengembangan Kreativitas Visual Siswa melalui Pelatihan Media Personal Branding di SMK Al Kautsa 2026 LPPM Universitas Dian Nuswantoro Semarang SINTA
HyFusion: A Hybrid Frequency–Spatial Normalization Pipeline for Multi-Source Chest XRay Preprocessin 2026 2025 International Conference on Computer Engineering, Network and …, 2025 SINTA
Data enhancement to improve CNN accuracy for early detection of colorectal cancer
 2025 - SINTA
Implementasi AI untuk Otomatisasi dan Desain Cerdas dalam Media Presentasi Pendidikan di SMKN 10 Sem 2025 Lembaga Penelitian dan Pemberdayaan Masyarakat SISTER
Enhancing Skin Cancer Classification Performance Using SMOTE RENN: A Hybrid Resampling Approach 2025 IEEE SISTER
Decision Tree Classification for Reducing Alert Fatigue in Patient Monitoring Systems 2025 Building of Informatics, Technology and Science (BITS), 2025 SINTA
HEGMP: IMPROVING SIBI HAND GESTURE IMAGE QUALITY COMPARED TO AHE AND CLAHE USING CNN 2025 International Journal of Applied Mathematics 38 (11s), 1511-1524, 2025 SINTA
The Impact of Squeeze-and-Excitation Blocks on CNN Models and Transfer Learning for Pneumonia Classi 2025 Professional Organization Ikatan Ahli Informatika Indonesia (IAII)/Indonesian Informatics Experts As SINTA
Enhancing Vehicle Seat Belt Usage Detection in Low-Light Conditions Using YOLOv11 and EnlightenGAN
 2025 IEEE SINTA
Peningkatan Akurasi Klasifikasi Awan Cumulonimbus Dari Satelit Himawari-8 Saat Cuaca Ekstrem Dengan 2025 Jurnal Locus Penelitian dan Pengabdian 4 (10), 9639-9651, 2025 SINTA
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
Combining YCbCr and HSV Color Features for Neonatal Jaundice Classification Using XGBoost
 2025 IEEE SINTA
Penentuan Metode Augmentasi pada CNN Berdasarkan Metode Optimasi Fox untuk Klasifikasi Citra Ikan 2025 Jurnal Informatika dan Rekayasa Perangkat Lunak SISTER
EfficientNet-KNN for Real-Time Driver Drowsiness Detection via Sequential Image Processing 2025 Ingénierie des Systèmes d’Information SISTER
Enhancing Vision Transformer Performance with Rotation Based Augmentation for Classifying Images of 2025 INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi SINTA
NCT-CXR: Enhancing Pulmonary Abnormality Segmentation on Chest X-Rays Using Improved Coordinate Geom 2025 Journal Of Imaging SINTA
HU Variance Moment Optimizes Keyframe Selection Based on Deep Learning for Violence Detection 2025 Journal of Applied Data Sciences SISTER
Sentiment Analysis on Movie and Product Reviews Using Supervised Learning and Ensemble Learning 2025 International Journal of Intelligent Engineering and Systems SINTA
Implementasi Pembuatan Video Pembelajaran dengan pemanfaatan OBS Studio dan Canva untuk Guru-Guru di 2025 LPPM Universitas Dian Nuswantoro Semarang SINTA
Enhancing Motoric Impulsivity Detection in Children through Deep Learning and Body Keypoint Recognit 2025 International Journal on Informatics Visualization SINTA
Modification of Reward Function in Reinforcement Q-learning Agent to Improve Quality of Service in F 2024 International Journal of Intelligent Engineering and Systems SINTA
Bird Species Classification Enhancement via Adaptive Inertia Weight Particle Swarm Optimization-Base 2024 IEEE Access SINTA
Optimation of image encryption using fractal Tromino and polynomial Chebyshev based on chaotic matri 2024 Telkomnika (Telecommunication Computing Electronics and Control) SINTA
Time Distributed MobileNetV2 with Auto-CLAHE for Eye Region Drowsiness Detection in Low Light Condit 2024 International Journal of Advanced Computer Science and Applications SINTA
Filter Gabor and SMOTE Method-Based Convolutional Neural Network for Diabetic Retinopathy Classif 2024 IEEE SISTER
Improved Vehicle Traffic Detection Using YOLO Algorithm with Brightness and Contrast Adjustment i 2024 IEEE SISTER
Underwater Image Enhancement Based on Color Compensation and White Balance 2024 IEEE SISTER
Advanced Dehazing of Single Satellite Imagery Using Enhanced Dark Channel Prior and Refined Tran 2024 IEEE SISTER
Comparative Performances of the Convolutional Neural Network based Transfer Learning Models for C 2024 IEEE SISTER
DETERMINATION OF AUGMENTATION METHOD IN CONVOLUTION NEURAL NETWORK USING FOX OPTIMIZATION FOR FISH I 2024 Journal of Theoretical and Applied Information Technology SISTER
Computer-Aided Diagnosis (CAD) of Stroke in The Brain CT-Scan Images Using Integration of Grey Level 2024 Universitas Muhammadiyah Kendari SISTER
Advanced Dehazing of Single Satellite Imagery Using Enhanced Dark Channel Prior and Refined Transmis
 2024 IEEE SINTA
Advanced Dehazing of Single Satellite Imagery Using Enhanced Dark Channel Prior and Refined Transmis 2024 IEEE SINTA
Filter Gabor and SMOTE Method-Based Convolutional Neural Network for Diabetic Retinopathy Classifica 2024 IEEE SINTA
Enhancing License Plate Recognition in Foggy Condition Base on Yolov8 and Dark Channel Prior
 2024 IEEE SISTER
Fundus Image Classification for Detecting Diabetic Retinopathy Using Convolutional Neural Network wi 2024 IEEE SINTA
Optimation of image encryption using fractal Tromino and polynomial Chebyshev based on chaotic matri 2024 TELKOMNIKA (Telecommunication Computing Electronics and Control) SINTA
Genetic Algorithm-based Convolutional Neural Network Feature Engineering for Optimizing Coronary Hea 2024 Healthcare Informatics Research SINTA
Pelatihan Pembuatan Konten Multimedia untuk Terapan Materi Video Pembelajaran di SMPN 2 Kledung Kab 2024 LPPM Universitas Dian Nuswantoro Semarang SINTA
Effect of Distance and Light Intensity on Multiple Detection Object 2024 IEEE Xplore SISTER
Fotografi Produk dalam Pembuatan Media Promosi Untuk Hasil Kerajinan Bank Sampah Eling Resik Kel. Pa
 2024 Universitas Wahid Hasyim SINTA
Enhancing Machine Learning Accuracy in Detecting Preventable Diseases using Backward Elimination Met 2024 JURNAL MEDIA INFORMATIKA BUDIDARMA SINTA
Fotografi Produk dalam Pembuatan Media Promosi Untuk Hasil Kerajinan Bank Sampah Eling Resik Kel. P 2023 Fakultas Teknik Universitas Wahid Hasyim SISTER
Deep Learning Model for Unmanned Aerial Vehicle-based Object Detection on Thermal Images 2023 International Information and Engineering Technology Association SINTA
Effect of Distance and Light Intensity on Multiple Detection Object 2023 Institute of Electrical and Electronics Engineers Inc. (IEEE) SINTA
Deep Learning Model for Unmanned Aerial Vehicle-based Object Detection on Thermal Images 2023 Revue d'Intelligence Artificielle SINTA
Color Improvement in Underwater Image using Polynomial Equation and Image Dehazing Algorithm 2023 - SISTER
Optimization of a High Order Polynomial with the White Balancing method for underwater image improve 2023 - SISTER
Foggy-Based Object Detection In Video Using Faster R-CNN, YOLOv3, and SSD 2023 IEEE SINTA
Pemanfaatan Sistem Administrasi Balita (SiaBa) untuk Pengelolaan Data Posyandu Bougenville Patemon 2023 LPPM Universitas Dian Nuswantoro Semarang SINTA
Artificial Neural Network for image based Leaf Type Classification with Feature Extraction GLCM Meth 2023 IEEE SINTA
Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling un 2023 Jurnal Teknologi Informasi dan Ilmu Komputer SISTER
Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling un 2023 Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK) SISTER
Optimization of Time Deposit Classification Using KNN Algorithm with Information Gain Feature Select 2023 The Third International Conference on Innovations in Social Sciences Education and Engineering SINTA
BPNN Optimization With Genetic Algorithm For Classification of Tobacco Leaves With GLCM Extraction F 2023 JURNAL RESTI (Rekayasa Sistem dan Teknologi Informasi) SISTER
Improving the Accuracy of C4.5 Algorithm with Chi-Square Method on Pure Tea Classification Using Ele 2023 JURNAL RESTI SISTER
Improving convolutional neural network based on hyperparameter optimization using variable length ge 2023 International Journal of Advances in Intelligent Informatics SINTA
Character Recognition of Handwriting of Javanese Character Image using Information Gain Based on the 2023 Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi/System Engineering and Information Technology) SISTER
Comparison Of Arrival Classification Of Outpatient Patients Based On Appointment Using Adaboost And 2023 Moneter: Jurnal Keuangan dan Perbankan 11 (1), 28-40, 2023 SINTA
Classification of lombok pearls using GLCM feature extraction and Artificial Neural Networks (ANN) 2022 ILKOM Jurnal Ilmiah SISTER
Semantic segmentation of pendet dance images using multires U-Net architecture 2022 ILKOM Jurnal Ilmiah SISTER
Improving C4. 5 Algorithm Accuracy With Adaptive Boosting Method For Predicting Students in Obtainin 2022 Journal of Development Research SINTA
Digital Certificate Authentication with Three-Level Cryptography (SHA-256, DSA, 3DES) 2022 Universitas Dian Nuswantoro SINTA
AdaBoost Based C4. 5 Accuracy Improvement on Credit Customer Classification 2022 2022 International Seminar on Application for Technology of Information and …, 2022 SINTA
Hybrid Neural Network and Evolutionary Model for Detection of Rice Plant Disease 2022 IEEE SINTA
Video Violence Detection Using LSTM and Transformer Networks Through Grid Search-Based Hyperparamete 2022 International Journal of Safety and Security Engineering SINTA
Pelatihan SDM Sekolah KKM MA Mranggen dalam pembuatan Konten Media Sosial untuk Branding Institusi 2022 LPPM Universitas Dian Nuswantoro Semarang SISTER
Pembuatan Konten Sosial Media dan Youtube Produk Usaha Karang Taruna Malwapati di Desa Banyumeneng M 2022 Program Studi Informatika, Fakultas Teknik dan Informatika, Universitas PGRI Semarang SISTER
Experimental Evaluation of Resampling Algorithms on the Imbalance Violence Video Detection
 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
Pendampingan KKM MA Mrangen untuk pembuatan Konten Media Sosial sebagai Media Promosi Penerimaan Si
 2022 - SISTER
Classification of Guarantee Types Using Leaf Feature Extraction with Minutiae and GLCM Using K-NN M 2022 Journal Of Development Research, SINTA
Classification of Toxic Plants on Leaf Patterns Using Gray Level Co- Occurrence Matrix (GLCM) with N 2022 Journal of Development Research SINTA
An Empirical Study of CNN-LSTM on Class Imbalance Datasets for Violence Video Detection
 2022 IEEE SISTER
Solanum Melogena Classification Using Features Shape and Color HSV Extraction with Backpropagation N
 2021 EasyChair, 2021 SINTA
Employee attrition and performance prediction using univariate ROC feature selection and random fore 2021 Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control SISTER
Classification of Ziziphus Mauritiana Leaves According to the Texture and Shape of the GLCM Feature
2021 International Seminar on Application for Technology of Information and Communication (iSemantic) SINTA
Lower Body Detection and Tracking with AlphaPose and Kalman Filters 2021 IEEE SISTER
Comparison of Classification Method on Lombok Songket Woven Fabric Based on Histogram Feature
 2021 IEEE SISTER
Dimensional Reduction with PCA for Feature Selection in Pedestrian Detection 2021 IEEE SISTER
Classification of Ziziphus Mauritiana Leaves According to the Texture and Shape of the GLCM Feature 2021 IEEE SINTA
Pelatihan dan Pendampingan Peningkatan Keahlihan Modelling Character 3D untuk Siswa dan Guru di SMK
2021 LPPM Universitas Dian Nuswantoro Semarang SISTER
The handwriting of Image Segmentation Using the K-Means Clustering Algorithm with Contrast Stretchin 2021 2021 4th International Seminar on Research of Information Technology and Intelligent Systems, ISRITI SINTA
PENGENALAN CITRA BERBASIS DUA DIMENSI MENGGUNAKAN MATLAB EDISI 2 Studi Kasus Pada Pengenalan Jenis I 2020 Istana Publishing SISTER
New Workflow for Marine Fish Classification Based on Combination Features and CLAHE Enhancement Tech 2020 International Journal of Intelligent Engineering and Systems SINTA
Adaptive threshold for moving objects detection using gaussian mixture model 2020 Telkomnika 18 (2), 1122-1129 SINTA
An Improvement for Background Modelling using a Mixture of Gaussian and Region Growing in Moving Obj 2020 Journal of Physics: Conference Series SINTA
PENGENALAN BERBASIS CITRA DUA DIMENSI MENGGUNAKAN MATLAB 2020 Istana Publishing SISTER
Bit Localization in Least Significant Bit Using Fuzzy C-Means 2018 2018 International Seminar on Application for Technology of Information and Communication SINTA
Improvement of Fuzzy C-Mean Using Local Laplacian Filter for Image Segmentation 2018 2018 International Seminar on Application for Technology of Information and Communication SINTA
Pork and Beef Features Extractions 2018 2018 International Seminar on Application for Technology of Information and Communication SINTA
Video object segmentation applying spectral analysis and background subtraction 2015 Journal of Theoretical and Applied Information Technology SISTER
Kekayaan Intelektual
Judul HKI Tanggal Penerbit / Pemberi Paten
Aplikasi Web Deteksi Citra Rontgen Dada (CXR) dengan Modul Pra-Pemrosesan HyFusion-v2, Audit Kendali
 2026-04-02 Universitas Dian Nuswantoro
Dokumentasi kegiatan IbM pada SMK AL KAUTSARIYYAH
 2026-01-22 MENTERI HUKUM DIREKTUR JENDERAL KEKAYAAN INTELEKTUAL
Perbaikan Kualitas Citra dengan Pendekatan Twofold Transformation Berbasis Guided Filtering untuk Me
 2025-07-14 Universitas Dian Nuswantoro
Peningkatan Keberagaman Data Menggunakan SMOTE-ENN Untuk Klasifikasi Diagnosis Penyakit Diabetes Ber
 2025-07-14 Universitas Dian Nuswantoro
Karya Rekaman Video Kegiatan IbM pada MA AL-ASROR Semarang
 2025-03-12 LPPM Universitas Dian Nuswantoro Semarang
Optimasi Klasifikasi Mortalitas Kelahiran Bayi Pada Masa Pandemic Covid-19 Menggunakan Metode Algo
 2024-08-30 Direktur Hak cipta kementrian hukum dan Manusia
Sistem Pendukung Keputusan Dengan C4.5 Dan Particle Swarm Optimization Untuk Klasifikasi Seleksi Mas
 2023-07-24 LPPM Universitas Dian Nuswantoro
Peningkatan Klasifikasi Awan Cumulonimbus Dari Satelit Himawari-8 Saat Cuaca Ekstrem Menggunakan Met
 2023-07-24 LPPM Universitas Dian Nuswantoro
Optimasi Parameter Grid Search Dan Evolutionary Pada Algoritma Neural Network
 2022-12-18 -
Model Video Klasifikasi Kekerasan Berbasis Metode CNN-LSTM
 2021-11-11 -
PROTOTIPE APLIKASI FISH IDENTIFICATION
 2021-06-15 -