Derwin Suhartono

56 papers C 1Journal 31Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Multimodal Fusion Architecture for Heterogeneous Embedding Spaces in Retrieval-Augmented Generation Systems. IEEE Access Timothy Dillan, Sani Muhamad Isa, Abba Suganda Girsang, Derwin Suhartono
2026	J	`jnl`	Self-MedRAG: a Self-Reflective Hybrid Retrieval-Augmented Generation Framework for Reliable Medical Question Answering. CoRR Jessica Ryan, Alexander I. Gumilang, Robert Wiliam, Derwin Suhartono
2025	J	`jnl`	Bridging Language Gaps with Adaptive RAG: Improving Indonesian Language Question Answering. CoRR William Christian, Daniel Adamlu, Adrian Yu, Derwin Suhartono
2025	J	`jnl`	Context-Aware Pragmatic Metacognitive Prompting for Sarcasm Detection. CoRR Michael Iskandardinata, William Christian, Derwin Suhartono
2025	J	`jnl`	Leveraging IndoBERT and DistilBERT for Indonesian Emotion Classification in E-Commerce Reviews. CoRR William Christian, Daniel Adamlu, Adrian Yu, Derwin Suhartono
2025	J	`jnl`	Twenty Years of Personality Computing: Threats, Challenges and Future Directions. CoRR Fabio Celli, Aleksandar Kartelj, Miljan Dordevic, Derwin Suhartono, Vladimir Filipovic, Veljko Milutinovic, Georgios Spathoulas, Alessandro Vinciarelli, Michal Kosinski, Bruno Lepri
2024	—	`conf`	Automated Product Description Generator Using GPT-Neo: Leveraging Transformer-Based Language Models on Amazon Review Dataset. ICIMTech Bryan Félix, Alexander Agung Santoso Gunawan, Derwin Suhartono
2024	—	`conf`	Comparing Hate Speech Detection Machine Learning Models Trained on Authentic and Translated Indonesian Data. ICSET Joshua Andrew Pieter Oroh, Dominick Albert Setiawan, Henry Lucky, Derwin Suhartono
2024	—	`conf`	Dog Emotion Classification using Vision Transformer Models. ICSET Norberth Erlin Putra, Celina Chintya, Henry Lucky, Derwin Suhartono
2024	J	`jnl`	Gender Classification on Twitter Based on Feeds and User Descriptions Using Xlnet-Fasttext. Informatica (Slovenia) Vito Rozaan Alandeta, Derwin Suhartono
2024	J	`jnl`	IdSarcasm: Benchmarking and Evaluating Language Models for Indonesian Sarcasm Detection. IEEE Access Derwin Suhartono, Wilson Wongso, Alif Tri Handoyo
2024	—	`conf`	Loan Eligibility Prediction Using Ensemble Machine Learning Techniques and SMOTE. ICSET Farih Muhammad, Jenson Christopher Halim, Henry Lucky, Derwin Suhartono
2024	J	`jnl`	Towards automatic question generation using pre-trained model in academic field for Bahasa Indonesia. Educ. Inf. Technol. Derwin Suhartono, Muhammad Rizki Nur Majiid, Renaldy Fredyan
2023	—	`conf`	Book Recommendation Using Double-Stack BERT: Utilizing BERT to Extract Sentence Relation Feature for a Content-Based Filtering System. MIWAI Derwin Suhartono, Adhella Subalie
2023	J	`jnl`	Classifying Argument Component using Deep Learning on English Dataset. Informatica (Slovenia) William Gunawan, Derwin Suhartono
2023	—	`conf`	Deep Learning Architectures for Facial Emotion Analysis. SIET Bryan Chandra, Grace Oktaviani Kindy, Kelvin Susanto Gunawan, Gavin Putra Satria, Ivan Sebastian Edbert, Derwin Suhartono
2023	—	`conf`	Image Pre-Processing Effect on OCR's Performance for Image Conversion to Braille Unicode. ICCSCI Andrean Ignasius, Joerio Christo Chandra, Roberto Oscadinata, Derwin Suhartono
2023	J	`jnl`	MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences. Inf. Gregorius Ryan, Pricillia Katarina, Derwin Suhartono
2023	J	`jnl`	Many-to-Many Multilingual Translation Model for Languages of Indonesia. IEEE Access Wilson Wongso, Ananto Joyoadikusumo, Brandon Scott Buana, Derwin Suhartono
2023	J	`jnl`	Personality Identification from Social Media Using Ensemble Bert and Roberta. Informatica (Slovenia) Eggi Farkhan Tsani, Derwin Suhartono
2022	J	`jnl`	A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign. J. Big Data Gabriela Nathania Harywanto, Juan Sebastian Veron, Derwin Suhartono
2022	J	`jnl`	Automatic Question Generation Monolingual Multilingual pre-trained Models using RNN and Transformer in Low Resource Indonesian Language. Informatica (Slovenia) Karissa Vincentio, Derwin Suhartono
2022	J	`jnl`	Indonesian Hoax News Classification with Multilingual Transformer Model and BERTopic. Informatica (Slovenia) Leonnardo Benjamin Hutama, Derwin Suhartono
2022	J	`jnl`	Pre-trained transformer-based language models for Sundanese. J. Big Data Wilson Wongso, Henry Lucky, Derwin Suhartono
2022	J	`jnl`	Sarcasm Detection in Twitter - Performance Impact While Using Data Augmentation: Word Embeddings. Int. J. Fuzzy Log. Intell. Syst. Alif Tri Handoyo, Hidayat Ur Rahman, Criscentia Jessica Setiadi, Derwin Suhartono
2022	—	`conf`	Stock Market Prediction Using Support Vector Regressor with Radial Basis Function Kernel. ICIGP Antonius Ricky, Kennedy Genesius, Michelle Setiawan, Richardo Nugroho Jaya, Derwin Suhartono
2021	—	`conf`	Classification of Explicit Music Content Based on Lyrics, Music Metadata, and User Annotation. SIET Egivenia Egivenia, Gabriella Ryanie Setiawan, Stella Shania Mintara, Derwin Suhartono
2021	J	`jnl`	Enhancing argumentation component classification using contextual language model. J. Big Data Hidayaturrahman, Emmanuel Dave, Derwin Suhartono, Aniati Murni Arymurthy
2021	J	`jnl`	Personality Prediction Based on Text Analytics Using Bidirectional Encoder Representations from Transformers from English Twitter Dataset. Int. J. Fuzzy Log. Intell. Syst. Joshua Evan Arijanto, Steven Geraldy, Cyrena Tania, Derwin Suhartono
2021	J	`jnl`	Sarcasm Detection in Twitter - Performance Impact while using Data Augmentation: Word Embeddings. CoRR Alif Tri Handoyo, Hidayaturrahman, Derwin Suhartono
2021	J	`jnl`	Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging. J. Big Data Hans Christian, Derwin Suhartono, Andry Chowanda, Kamal Z. Zamli
2021	—	`conf`	e-Parking System in Corporate Parking Systems by Implementing Optical Character Recognition. SIET William Sunjaya, Juan Haryanto, Justin Kristian, Derwin Suhartono
2020	J	`jnl`	Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. J. Big Data Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2020	J	`jnl`	Automatic Music Generator Using Recurrent Neural Network. Int. J. Comput. Intell. Syst. Alexander Agung Santoso Gunawan, Ananda Phan Iman, Derwin Suhartono
2020	J	`jnl`	Sequence-to-sequence Learning for motion-Aware Claim Generation. Int. J. Comput. Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2019	J	`jnl`	Attention-based argumentation mining. Int. J. Comput. Vis. Robotics Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2019	—	`conf`	Automated English Digital Essay Grader Using Machine Learning. TALE Yafet Salim, Valdi Stevanus, Edwardo Barlian, Azani Cempaka Sari, Derwin Suhartono
2019	—	`conf`	Gender Demography Classification on Instagram based on User's Comments Section. ICCSCI N. Reynaldo, Goenawan, William Chanrico, Derwin Suhartono, Fredy Purnomo
2019	J	`jnl`	Identifying Personality Traits for Indonesian User from Twitter Dataset. Int. J. Fuzzy Log. Intell. Syst. Nicholaus Hendrik Jeremy, Cristian Prasetyo, Derwin Suhartono
2019	—	`conf`	Music Recommender System Based on Genre using Convolutional Recurrent Neural Networks. ICCSCI Adiyansjah, Alexander Agung Santoso Gunawan, Derwin Suhartono
2018	—	`conf`	Named-Entity Recognition for Indonesian Language using Bidirectional LSTM-CNNs. ICCSCI William Gunawan, Derwin Suhartono, Fredy Purnomo, Andrew Ongko
2018	—	`conf`	Optimization for Automatic Personality Recognition on Twitter in Bahasa Indonesia. ICCSCI Gabriel Yakub N. N. Adi, Michael Harley Tandio, Veronica Ong, Derwin Suhartono
2018	—	`conf`	Resource-Constrained Project Scheduling Problem using Firefly Algorithm. ICCSCI Tiffany Kassandra, Rojali, Derwin Suhartono
2017	—	`conf`	An Attempt to Combine Features in Classifying Argument Components in Persuasive Essays. CMNA@ICAIL Yunda Desilia, Velizya Thasya Utami, Cecilia Arta, Derwin Suhartono
2017	—	`conf`	Automatic Debate Text Summarization in Online Debate Forum. ICCSCI Alan Darmasaputra Chowanda, Albert Richard Sanyoto, Derwin Suhartono, Criscentia Jessica Setiadi
2017	—	`conf`	EduRobot: Intelligent Humanoid Robot with Natural Interaction for Education and Entertainment. ICCSCI Widodo Budiharto, Anggita Dian Cahyani, Pingkan C. B. Rumondor, Derwin Suhartono
2017	—	`conf`	Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument. MIWAI Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2017	—	`conf`	It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay. ICCSCI Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Derwin Suhartono, Muhsin Shodiq, Wikaria Gazali
2017	C	`conf`	Personality Prediction Based on Twitter Information in Bahasa Indonesia. FedCSIS Derwin Suhartono, Veronica Ong, Anneke D. S. Rahmanto, Williem, Aryo E. Nugroho, Esther W. Andangsari, Muhamad N. Suprayogi
2017	—	`conf`	Personality Prediction System from Facebook Users. ICCSCI Tommy Tandera, Hendro, Derwin Suhartono, Rini Wongso, Yen Lina Prasetio
2016	—	`conf`	Developing recommender systems for personalized email with big data. IWBIS Alexander Agung Santoso Gunawan, Tania, Derwin Suhartono
2015	J	`jnl`	Klasifikasi Komponen Argumen Secara Otomatis pada Dokumen Teks berbentuk Esai Argumentatif. CoRR Derwin Suhartono
2015	J	`jnl`	Probabilistic Latent Semantic Analysis (PLSA) untuk Klasifikasi Dokumen Teks Berbahasa Indonesia. CoRR Derwin Suhartono
2014	J	`jnl`	Lemmatization Technique in Bahasa: Indonesian Language. J. Softw. Derwin Suhartono, David Christiandy, Rolando Rolando
2014	—	`conf`	Predictive Text System for Bahasa with Frequency, n-gram, Probability Table and Syntactic using Grammar. ICAART (1) Derwin Suhartono, Garry Wong, Polim Kusuma, Silviana Saputra
2013	J	`jnl`	Prototype Design System for Mobile Web using Radio frequency identification at Parking Building. J. Comput. Sci. Derwin Suhartono, Patricia Chitra, Steven Hendry, Kevin Hendry