Derwin Suhartono

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 41

Top Topics

Latent Semantic

Firefly Algorithm

Top Venues

Informatica (Slovenia)

Publications

Derwin Suhartono, Wilson Wongso, Alif Tri Handoyo
IdSarcasm: Benchmarking and Evaluating Language Models for Indonesian Sarcasm Detection. IEEE Access 12 (2024)
Bryan Chandra, Grace Oktaviani Kindy, Kelvin Susanto Gunawan, Gavin Putra Satria, Ivan Sebastian Edbert, Derwin Suhartono
Deep Learning Architectures for Facial Emotion Analysis. SIET (2023)
Andrean Ignasius, Joerio Christo Chandra, Roberto Oscadinata, Derwin Suhartono
Image Pre-Processing Effect on OCR's Performance for Image Conversion to Braille Unicode. ICCSCI (2023)
Gregorius Ryan, Pricillia Katarina, Derwin Suhartono
MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences. Inf. 14 (4) (2023)
Derwin Suhartono, Adhella Subalie
Book Recommendation Using Double-Stack BERT: Utilizing BERT to Extract Sentence Relation Feature for a Content-Based Filtering System. MIWAI (2023)
Wilson Wongso, Ananto Joyoadikusumo, Brandon Scott Buana, Derwin Suhartono
Many-to-Many Multilingual Translation Model for Languages of Indonesia. IEEE Access 11 (2023)
William Gunawan, Derwin Suhartono
Classifying Argument Component using Deep Learning on English Dataset. Informatica (Slovenia) 47 (5) (2023)
Eggi Farkhan Tsani, Derwin Suhartono
Personality Identification from Social Media Using Ensemble Bert and Roberta. Informatica (Slovenia) 47 (4) (2023)
Wilson Wongso, Henry Lucky, Derwin Suhartono
Pre-trained transformer-based language models for Sundanese. J. Big Data 9 (1) (2022)
Gabriela Nathania Harywanto, Juan Sebastian Veron, Derwin Suhartono
A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign. J. Big Data 9 (1) (2022)
Leonnardo Benjamin Hutama, Derwin Suhartono
Indonesian Hoax News Classification with Multilingual Transformer Model and BERTopic. Informatica (Slovenia) 46 (8) (2022)
Karissa Vincentio, Derwin Suhartono
Automatic Question Generation Monolingual Multilingual pre-trained Models using RNN and Transformer in Low Resource Indonesian Language. Informatica (Slovenia) 46 (7) (2022)
Antonius Ricky, Kennedy Genesius, Michelle Setiawan, Richardo Nugroho Jaya, Derwin Suhartono
Stock Market Prediction Using Support Vector Regressor with Radial Basis Function Kernel. ICIGP (2022)
Alif Tri Handoyo, Hidayat Ur Rahman, Criscentia Jessica Setiadi, Derwin Suhartono
Sarcasm Detection in Twitter - Performance Impact While Using Data Augmentation: Word Embeddings. Int. J. Fuzzy Log. Intell. Syst. 22 (4) (2022)
Alif Tri Handoyo, Hidayaturrahman, Derwin Suhartono
Sarcasm Detection in Twitter - Performance Impact while using Data Augmentation: Word Embeddings. CoRR (2021)
Egivenia Egivenia, Gabriella Ryanie Setiawan, Stella Shania Mintara, Derwin Suhartono
Classification of Explicit Music Content Based on Lyrics, Music Metadata, and User Annotation. SIET (2021)
Hans Christian, Derwin Suhartono, Andry Chowanda, Kamal Z. Zamli
Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging. J. Big Data 8 (1) (2021)
Joshua Evan Arijanto, Steven Geraldy, Cyrena Tania, Derwin Suhartono
Personality Prediction Based on Text Analytics Using Bidirectional Encoder Representations from Transformers from English Twitter Dataset. Int. J. Fuzzy Log. Intell. Syst. 21 (3) (2021)
William Sunjaya, Juan Haryanto, Justin Kristian, Derwin Suhartono
e-Parking System in Corporate Parking Systems by Implementing Optical Character Recognition. SIET (2021)
Hidayaturrahman, Emmanuel Dave, Derwin Suhartono, Aniati Murni Arymurthy
Enhancing argumentation component classification using contextual language model. J. Big Data 8 (1) (2021)
Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. J. Big Data 7 (1) (2020)
Alexander Agung Santoso Gunawan, Ananda Phan Iman, Derwin Suhartono
Automatic Music Generator Using Recurrent Neural Network. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
Sequence-to-sequence Learning for motion-Aware Claim Generation. Int. J. Comput. 19 (2020)
Adiyansjah, Alexander Agung Santoso Gunawan, Derwin Suhartono
Music Recommender System Based on Genre using Convolutional Recurrent Neural Networks. ICCSCI (2019)
Yafet Salim, Valdi Stevanus, Edwardo Barlian, Azani Cempaka Sari, Derwin Suhartono
Automated English Digital Essay Grader Using Machine Learning. TALE (2019)
N. Reynaldo, Goenawan, William Chanrico, Derwin Suhartono, Fredy Purnomo
Gender Demography Classification on Instagram based on User's Comments Section. ICCSCI (2019)
Nicholaus Hendrik Jeremy, Cristian Prasetyo, Derwin Suhartono
Identifying Personality Traits for Indonesian User from Twitter Dataset. Int. J. Fuzzy Log. Intell. Syst. 19 (4) (2019)
Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
Attention-based argumentation mining. Int. J. Comput. Vis. Robotics 9 (5) (2019)
William Gunawan, Derwin Suhartono, Fredy Purnomo, Andrew Ongko
Named-Entity Recognition for Indonesian Language using Bidirectional LSTM-CNNs. ICCSCI (2018)
Tiffany Kassandra, Rojali, Derwin Suhartono
Resource-Constrained Project Scheduling Problem using Firefly Algorithm. ICCSCI (2018)
Gabriel Yakub N. N. Adi, Michael Harley Tandio, Veronica Ong, Derwin Suhartono
Optimization for Automatic Personality Recognition on Twitter in Bahasa Indonesia. ICCSCI (2018)
Yunda Desilia, Velizya Thasya Utami, Cecilia Arta, Derwin Suhartono
An Attempt to Combine Features in Classifying Argument Components in Persuasive Essays. CMNA@ICAIL (2017)
Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument. MIWAI (2017)
Widodo Budiharto, Anggita Dian Cahyani, Pingkan C. B. Rumondor, Derwin Suhartono
EduRobot: Intelligent Humanoid Robot with Natural Interaction for Education and Entertainment. ICCSCI (2017)
Derwin Suhartono, Veronica Ong, Anneke D. S. Rahmanto, Williem, Aryo E. Nugroho, Esther W. Andangsari, Muhamad N. Suprayogi
Personality Prediction Based on Twitter Information in Bahasa Indonesia. FedCSIS (2017)
Tommy Tandera, Hendro, Derwin Suhartono, Rini Wongso, Yen Lina Prasetio
Personality Prediction System from Facebook Users. ICCSCI (2017)
Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Derwin Suhartono, Muhsin Shodiq, Wikaria Gazali
It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay. ICCSCI (2017)
Alan Darmasaputra Chowanda, Albert Richard Sanyoto, Derwin Suhartono, Criscentia Jessica Setiadi
Automatic Debate Text Summarization in Online Debate Forum. ICCSCI (2017)
Alexander Agung Santoso Gunawan, Tania, Derwin Suhartono
Developing recommender systems for personalized email with big data. IWBIS (2016)
Derwin Suhartono
Klasifikasi Komponen Argumen Secara Otomatis pada Dokumen Teks berbentuk Esai Argumentatif. CoRR (2015)
Derwin Suhartono
Probabilistic Latent Semantic Analysis (PLSA) untuk Klasifikasi Dokumen Teks Berbahasa Indonesia. CoRR (2015)
Derwin Suhartono, Garry Wong, Polim Kusuma, Silviana Saputra
Predictive Text System for Bahasa with Frequency, n-gram, Probability Table and Syntactic using Grammar. ICAART (1) (2014)
Derwin Suhartono, David Christiandy, Rolando Rolando
Lemmatization Technique in Bahasa: Indonesian Language. J. Softw. 9 (5) (2014)
Derwin Suhartono, Patricia Chitra, Steven Hendry, Kevin Hendry
Prototype Design System for Mobile Web using Radio frequency identification at Parking Building. J. Comput. Sci. 9 (9) (2013)