Shoffan Saifullah

According to our database, Shoffan Saifullah authored at least 18 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ViT-CB: Integrating hybrid Vision Transformer and CatBoost to enhanced brain tumor detection with SHAP.

Radius Tanone, Li-Hua Li, Shoffan Saifullah

Biomed. Signal Process. Control., 2025

2024

Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches.

Shoffan Saifullah, Andri Pranolo, Rafal Drezewski

CoRR, 2024

Automatic Brain Tumor Segmentation Using Convolutional Neural Networks: U-Net Framework with PSO-Tuned Hyperparameters.

Shoffan Saifullah, Rafal Drezewski

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Brain Tumor Segmentation Using Ensemble CNN-Transfer Learning Models: DeepLabV3plus and ResNet50 Approach.

Shoffan Saifullah, Rafal Drezewski

Proceedings of the Computational Science - ICCS 2024, 2024

Enhancing Breast Cancer Diagnosis: A CNN-Based Approach for Medical Image Segmentation and Classification.

Shoffan Saifullah, Rafal Drezewski

Proceedings of the Computational Science - ICCS 2024, 2024

Improved Brain Tumor Segmentation Using Modified U-Net based on Particle Swarm Optimization Image Enhancement.

Shoffan Saifullah, Rafal Drezewski

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Performance Optimization of GraphQL API Through Advanced Object Deduplication Techniques: A Comprehensive Study.

Budi Santosa, Awang Hendrianto Pratomo, Midi Wardana Riski, Shoffan Saifullah, Novrido Charibaldi

J. Comput. Sci. Eng., December, 2023

Nondestructive chicken egg fertility detection using CNN-transfer learning algorithms.

Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Andri Pranolo, Wilis Kaswijanti, Andiko Putro Suryotomo, Seno Aji Putra, Alin Khaliduzzaman, Anton Satria Prabuwono, Nathalie Japkowicz

CoRR, 2023

Palm Oil Maturity Classification Using K-Nearest Neighbors Based on RGB and L*a*b Color Extraction.

Shoffan Saifullah, Dessyanto Boedi Prasetyo, Indahyani, Rafal Drezewski, Felix Andika Dwiyanto

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Modified Histogram Equalization for Improved CNN Medical Image Segmentation.

Shoffan Saifullah, Rafal Drezewski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Sentiment Analysis Using Machine Learning Approach Based on Feature Extraction for Anxiety Detection.

Shoffan Saifullah, Rafal Drezewski, Felix Andika Dwiyanto, Agus Sasmito Aribowo, Yuli Fauziah

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Tourism's trend Ranking on Social Media Data Using Fuzzy-AHP vs. AHP.

Shoffan Saifullah

CoRR, 2022

Identification of chicken egg fertility using SVM classifier based on first-order statistical feature extraction.

Shoffan Saifullah, Andiko Putro Suryotomo

CoRR, 2022

Non-Destructive Egg Fertility Detection in Incubation Using SVM Classifier Based on GLCM Parameters.

Shoffan Saifullah, Rafal Drezewski

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021

K-means Segmentation Based-on Lab Color Space for Embryo Egg Detection.

Shoffan Saifullah

CoRR, 2021

Fuzzy-AHP approach using Normalized Decision Matrix on Tourism Trend Ranking based-on Social Media.

Shoffan Saifullah

CoRR, 2021

Segmentasi Citra Menggunakan Metode Watershed Transform Berdasarkan Image Enhancement Dalam Mendeteksi Embrio Telur.

Shoffan Saifullah

CoRR, 2021

Comparison of Machine Learning for Sentiment Analysis in Detecting Anxiety Based on Social Media Data.

Shoffan Saifullah, Yuli Fauziah, Agus Sasmito Aribowo

CoRR, 2021