Derwin Suhartono

Binus University — ID

Computer Science · Physical Sciences

23h-index2.3kcitations270works0.82yr avg
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Research Topics

Sentiment Analysis and Opinion Mining(48), Topic Modeling(36), Advanced Text Analysis Techniques(32), Edcuational Technology Systems(26), Natural Language Processing Techniques(20)

Publications270 total

HyperTSRAG: Temporal-Spatial Reasoning over Hypergraph Knowledge Structures for Multimodal Retrieval-Augmented Generation
2026Open Access
Vision-Based Adaptive Signal Control: A Comparative Study of YOLOv9, SSD, and Faster R-CNN
2025
Machine Learning-Based Models for Detecting Fake News
2025
TriStack: A Hybrid Machine Learning Model for Phishing Detection
2025
Anomaly Detection in Network Traffic Using Ensemble Learning
2025
InterQ: a Job Interview Training Platform Using Facial Expression Detection and Answer Scoring
2025
Improving Intruder Detection for Home Security System Using YOLO-v8
2025
Fuzzy Logic-Based Dynamic Difficulty Adjustment in First-Person Shooters
2025
Cyberbullying Detection in Indonesian Language Using IndoBERT Model on Instagram
2025
Virtual Assistant System in Banking Application With Fine-Tuned LLM and RAG Approach
2025
The Effect of Synthetic Data Generation using GPT-4o Mini on Indonesian Sarcasm Detection Performance
2025
Multi-Label Emotion Classification of Reddit Comments Using a BERT-Based Model
2025
The Impact of Training Data Size on the Accuracy of XGBoost Models
2025
Context-Aware Pragmatic Metacognitive Prompting for Sarcasm Detection
arXiv (Cornell University)·2025Open Access
MLSMOTE for Multi-Label Text Classification in Toxic Comment
2025
Bitcoin's Halving Cycle and Stock Market Correlation: A Machine Learning Approach
2025
Optimizing Differential Privacy for Effective Machine Learning-Based Financial Fraud Detection
2025
A Multi-Model Approach to Sentiment Analysis of Earning Calls: Integrating Whisper, BART, and FinGPT
2025
Leveraging Machine Learning for Early Detection of Depression Based on Social Media Behavior
2025
Song Longevity on Music Chart Prediction Using Machine Learning Models
Engineering headway·2025Open Access
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Frequent Co-authors

Nicholaus Hendrik Jeremy(4), Rini Wongso(3), Veronica Ong(3), Ivan Sebastian Edbert(3), Aryo Pradipta Gema(3), Hans Christian(2), Andry Chowanda(2), Alexander Agung Santoso Gunawan(2), David William(2), Bagas Pradipabista Nayoga(2), Ryan Adipradana(2), Ryan Suryadi(2), Widodo Budiharto(2), Meiliana Meiliana(2), Henry Lucky(2), Suhendro Winton(2), Theodorus David(2), Aniati Murni Arymurthy(2), Mikhael Pramodana Agus(1), Tommy Tandera(1)