Prototype Design System for Mobile Web using Radio frequency identification at Parking Building. - Derwin Suhartono; Patricia Chitra; Steven Hendry; Kevin Hendry (J. Comput. Sci., 2013)

Predictive Text System for Bahasa with Frequency, n-gram, Probability Table and Syntactic using Grammar. - Derwin Suhartono; Garry Wong; Polim Kusuma; Silviana Saputra (ICAART (1), 2014)

Lemmatization Technique in Bahasa: Indonesian Language. - Derwin Suhartono; David Christiandy; Rolando Rolando (J. Softw., 2014)

Probabilistic Latent Semantic Analysis (PLSA) untuk Klasifikasi Dokumen Teks Berbahasa Indonesia. - Derwin Suhartono (CoRR, 2015)

Klasifikasi Komponen Argumen Secara Otomatis pada Dokumen Teks berbentuk Esai Argumentatif. - Derwin Suhartono (CoRR, 2015)

Developing recommender systems for personalized email with big data. - Alexander Agung Santoso Gunawan; Tania; Derwin Suhartono (IWBIS, 2016)

Personality Prediction Based on Twitter Information in Bahasa Indonesia. - Derwin Suhartono; Veronica Ong; Anneke D. S. Rahmanto; Williem 001; Aryo E. Nugroho; Esther W. Andangsari; Muhamad N. Suprayogi (FedCSIS, 2017)

An Attempt to Combine Features in Classifying Argument Components in Persuasive Essays. - Yunda Desilia; Velizya Thasya Utami; Cecilia Arta; Derwin Suhartono (CMNA@ICAIL, 2017)

EduRobot: Intelligent Humanoid Robot with Natural Interaction for Education and Entertainment. - Widodo Budiharto; Anggita Dian Cahyani; Pingkan C. B. Rumondor; Derwin Suhartono (ICCSCI, 2017)

Automatic Debate Text Summarization in Online Debate Forum. - Alan Darmasaputra Chowanda; Albert Richard Sanyoto; Derwin Suhartono; Criscentia Jessica Setiadi (ICCSCI, 2017)

It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay. - Aryo Pradipta Gema; Suhendro Winton; Theodorus David; Derwin Suhartono; Muhsin Shodiq; Wikaria Gazali (ICCSCI, 2017)

Personality Prediction System from Facebook Users. - Tommy Tandera; Hendro; Derwin Suhartono; Rini Wongso; Yen Lina Prasetio (ICCSCI, 2017)

Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument. - Derwin Suhartono; Aryo Pradipta Gema; Suhendro Winton; Theodorus David; Mohamad Ivan Fanany; Aniati Murni Arymurthy (MIWAI, 2017)

Optimization for Automatic Personality Recognition on Twitter in Bahasa Indonesia. - Gabriel Yakub N. N. Adi; Michael Harley Tandio; Veronica Ong; Derwin Suhartono (ICCSCI, 2018)

Named-Entity Recognition for Indonesian Language using Bidirectional LSTM-CNNs. - William Gunawan; Derwin Suhartono; Fredy Purnomo; Andrew Ongko (ICCSCI, 2018)

Resource-Constrained Project Scheduling Problem using Firefly Algorithm. - Tiffany Kassandra; Rojali; Derwin Suhartono (ICCSCI, 2018)

Music Recommender System Based on Genre using Convolutional Recurrent Neural Networks. - Adiyansjah; Alexander Agung Santoso Gunawan; Derwin Suhartono (ICCSCI, 2019)

Gender Demography Classification on Instagram based on User's Comments Section. - N. Reynaldo; Goenawan; William Chanrico; Derwin Suhartono; Fredy Purnomo (ICCSCI, 2019)

Automated English Digital Essay Grader Using Machine Learning. - Yafet Salim; Valdi Stevanus; Edwardo Barlian; Azani Cempaka Sari; Derwin Suhartono (TALE, 2019)

Attention-based argumentation mining. - Derwin Suhartono; Aryo Pradipta Gema; Suhendro Winton; Theodorus David; Mohamad Ivan Fanany; Aniati Murni Arymurthy (Int. J. Comput. Vis. Robotics, 2019)

Identifying Personality Traits for Indonesian User from Twitter Dataset. - Nicholaus Hendrik Jeremy; Cristian Prasetyo; Derwin Suhartono (Int. J. Fuzzy Log. Intell. Syst., 2019)

Automatic Music Generator Using Recurrent Neural Network. - Alexander Agung Santoso Gunawan; Ananda Phan Iman; Derwin Suhartono (Int. J. Comput. Intell. Syst., 2020)

Sequence-to-sequence Learning for motion-Aware Claim Generation. - Derwin Suhartono; Aryo Pradipta Gema; Suhendro Winton; Theodorus David; Mohamad Ivan Fanany; Aniati Murni Arymurthy (Int. J. Comput., 2020)

Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. - Derwin Suhartono; Aryo Pradipta Gema; Suhendro Winton; Theodorus David; Mohamad Ivan Fanany; Aniati Murni Arymurthy (J. Big Data, 2020)

Classification of Explicit Music Content Based on Lyrics, Music Metadata, and User Annotation. - Egivenia Egivenia; Gabriella Ryanie Setiawan; Stella Shania Mintara; Derwin Suhartono (SIET, 2021)

e-Parking System in Corporate Parking Systems by Implementing Optical Character Recognition. - William Sunjaya; Juan Haryanto; Justin Kristian; Derwin Suhartono (SIET, 2021)

Sarcasm Detection in Twitter - Performance Impact while using Data Augmentation: Word Embeddings. - Alif Tri Handoyo; Hidayaturrahman; Derwin Suhartono (CoRR, 2021)

Personality Prediction Based on Text Analytics Using Bidirectional Encoder Representations from Transformers from English Twitter Dataset. - Joshua Evan Arijanto; Steven Geraldy; Cyrena Tania; Derwin Suhartono (Int. J. Fuzzy Log. Intell. Syst., 2021)

Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging. - Hans Christian; Derwin Suhartono; Andry Chowanda; Kamal Z. Zamli (J. Big Data, 2021)

Enhancing argumentation component classification using contextual language model. - Hidayaturrahman; Emmanuel Dave; Derwin Suhartono; Aniati Murni Arymurthy (J. Big Data, 2021)

Stock Market Prediction Using Support Vector Regressor with Radial Basis Function Kernel. - Antonius Ricky; Kennedy Genesius; Michelle Setiawan; Richardo Nugroho Jaya; Derwin Suhartono (ICIGP, 2022)

Indonesian Hoax News Classification with Multilingual Transformer Model and BERTopic. - Leonnardo Benjamin Hutama; Derwin Suhartono (Informatica (Slovenia), 2022)

Automatic Question Generation Monolingual Multilingual pre-trained Models using RNN and Transformer in Low Resource Indonesian Language. - Karissa Vincentio; Derwin Suhartono (Informatica (Slovenia), 2022)

A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign. - Gabriela Nathania Harywanto; Juan Sebastian Veron; Derwin Suhartono (J. Big Data, 2022)

Pre-trained transformer-based language models for Sundanese. - Wilson Wongso; Henry Lucky; Derwin Suhartono (J. Big Data, 2022)

Sarcasm Detection in Twitter - Performance Impact While Using Data Augmentation: Word Embeddings. - Alif Tri Handoyo; Hidayat Ur Rahman; Criscentia Jessica Setiadi; Derwin Suhartono (Int. J. Fuzzy Log. Intell. Syst., 2022)

Image Pre-Processing Effect on OCR's Performance for Image Conversion to Braille Unicode. - Andrean Ignasius; Joerio Christo Chandra; Roberto Oscadinata; Derwin Suhartono (ICCSCI, 2023)

Book Recommendation Using Double-Stack BERT: Utilizing BERT to Extract Sentence Relation Feature for a Content-Based Filtering System. - Derwin Suhartono; Adhella Subalie (MIWAI, 2023)

Deep Learning Architectures for Facial Emotion Analysis. - Bryan Chandra; Grace Oktaviani Kindy; Kelvin Susanto Gunawan; Gavin Putra Satria; Ivan Sebastian Edbert; Derwin Suhartono (SIET, 2023)

Many-to-Many Multilingual Translation Model for Languages of Indonesia. - Wilson Wongso; Ananto Joyoadikusumo; Brandon Scott Buana; Derwin Suhartono (IEEE Access, 2023)

Classifying Argument Component using Deep Learning on English Dataset. - William Gunawan; Derwin Suhartono (Informatica (Slovenia), 2023)

Personality Identification from Social Media Using Ensemble Bert and Roberta. - Eggi Farkhan Tsani; Derwin Suhartono (Informatica (Slovenia), 2023)

MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences. - Gregorius Ryan; Pricillia Katarina; Derwin Suhartono (Inf., 2023)

Automated Product Description Generator Using GPT-Neo: Leveraging Transformer-Based Language Models on Amazon Review Dataset. - Bryan Félix; Alexander Agung Santoso Gunawan; Derwin Suhartono (ICIMTech, 2024)

Loan Eligibility Prediction Using Ensemble Machine Learning Techniques and SMOTE. - Farih Muhammad; Jenson Christopher Halim; Henry Lucky; Derwin Suhartono (ICSET, 2024)

Comparing Hate Speech Detection Machine Learning Models Trained on Authentic and Translated Indonesian Data. - Joshua Andrew Pieter Oroh; Dominick Albert Setiawan; Henry Lucky; Derwin Suhartono (ICSET, 2024)

Dog Emotion Classification using Vision Transformer Models. - Norberth Erlin Putra; Celina Chintya; Henry Lucky; Derwin Suhartono (ICSET, 2024)

IdSarcasm: Benchmarking and Evaluating Language Models for Indonesian Sarcasm Detection. - Derwin Suhartono; Wilson Wongso; Alif Tri Handoyo (IEEE Access, 2024)

Gender Classification on Twitter Based on Feeds and User Descriptions Using Xlnet-Fasttext. - Vito Rozaan Alandeta; Derwin Suhartono (Informatica (Slovenia), 2024)

Towards automatic question generation using pre-trained model in academic field for Bahasa Indonesia. - Derwin Suhartono; Muhammad Rizki Nur Majiid; Renaldy Fredyan (Educ. Inf. Technol., 2024)

Twenty Years of Personality Computing: Threats, Challenges and Future Directions. - Fabio Celli; Aleksandar Kartelj; Miljan Dordevic; Derwin Suhartono; Vladimir Filipovic; Veljko Milutinovic; Georgios Spathoulas; Alessandro Vinciarelli; Michal Kosinski; Bruno Lepri (CoRR, 2025)